benchmark,model,target,metric,score,seed MUV,RandomForest,MUV-466,AUROC,0.6363083985957332, MUV,RandomForest,MUV-466,BEDROC,0.339275560046618, MUV,RandomForest,MUV-466,Enrichment factor 1%,32.53508771929825, MUV,RandomForest,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,RandomForest,MUV-466,RIE,6.676917221044102, MUV,RandomForest,MUV-466,AUPRC,0.07531807843765138, MUV,RandomForest,MUV-466,accuracy,0.9983823132919925, MUV,RandomForest,MUV-466,F1 score,0.0, MUV,RandomForest,MUV-466,recall,0.0, MUV,RandomForest,MUV-466,precision,0.0, MUV,RandomForest,MUV-466,MCC,0.0, MUV,LogisticRegression,MUV-466,AUROC,0.6475380322261229, MUV,LogisticRegression,MUV-466,BEDROC,0.31332118274825366, MUV,LogisticRegression,MUV-466,Enrichment factor 1%,32.53508771929825, MUV,LogisticRegression,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LogisticRegression,MUV-466,RIE,6.16613705275347, MUV,LogisticRegression,MUV-466,AUPRC,0.17911797207859217, MUV,LogisticRegression,MUV-466,accuracy,0.9983823132919925, MUV,LogisticRegression,MUV-466,F1 score,0.0, MUV,LogisticRegression,MUV-466,recall,0.0, MUV,LogisticRegression,MUV-466,precision,0.0, MUV,LogisticRegression,MUV-466,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-466,AUROC,0.5953731208929697, MUV,SimilaritySearch_Mean,MUV-466,BEDROC,0.05030151962983723, MUV,SimilaritySearch_Mean,MUV-466,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-466,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-466,RIE,0.9899301167528773, MUV,SimilaritySearch_Mean,MUV-466,AUPRC,0.0030385481578721666, MUV,SimilaritySearch_Max,MUV-466,AUROC,0.5393149698442704, MUV,SimilaritySearch_Max,MUV-466,BEDROC,0.30493980179520064, MUV,SimilaritySearch_Max,MUV-466,Enrichment factor 1%,32.53508771929825, MUV,SimilaritySearch_Max,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,SimilaritySearch_Max,MUV-466,RIE,6.001192114005966, MUV,SimilaritySearch_Max,MUV-466,AUPRC,0.03477523192440639, MUV,LightGBM_Ranker,MUV-466,AUROC,0.651543793320731, MUV,LightGBM_Ranker,MUV-466,BEDROC,0.3003586022222747, MUV,LightGBM_Ranker,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,LightGBM_Ranker,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LightGBM_Ranker,MUV-466,RIE,5.911034455360094, MUV,LightGBM_Ranker,MUV-466,AUPRC,0.06438662704395204, MUV,LightGBM_Ranker,MUV-466,accuracy,0.5006740361283365, MUV,LightGBM_Ranker,MUV-466,F1 score,0.004301075268817204, MUV,LightGBM_Ranker,MUV-466,recall,0.6666666666666666, MUV,LightGBM_Ranker,MUV-466,precision,0.002157497303128371, MUV,LightGBM_Ranker,MUV-466,MCC,0.01342853589687406, MUV,RandomForest,MUV-548,AUROC,0.6893362350380849, MUV,RandomForest,MUV-548,BEDROC,0.300742504632463, MUV,RandomForest,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,RandomForest,MUV-548,Enrichment factor 5%,5.688030888030888, MUV,RandomForest,MUV-548,RIE,5.901965284372885, MUV,RandomForest,MUV-548,AUPRC,0.03982873299649928, MUV,RandomForest,MUV-548,accuracy,0.9980993755090959, MUV,RandomForest,MUV-548,F1 score,0.0, MUV,RandomForest,MUV-548,recall,0.0, MUV,RandomForest,MUV-548,precision,0.0, MUV,RandomForest,MUV-548,MCC,0.0, MUV,LogisticRegression,MUV-548,AUROC,0.7906886367169284, MUV,LogisticRegression,MUV-548,BEDROC,0.4464510349302073, MUV,LogisticRegression,MUV-548,Enrichment factor 1%,28.44015444015444, MUV,LogisticRegression,MUV-548,Enrichment factor 5%,8.532046332046331, MUV,LogisticRegression,MUV-548,RIE,8.761443635738848, MUV,LogisticRegression,MUV-548,AUPRC,0.07205167427811933, MUV,LogisticRegression,MUV-548,accuracy,0.9980993755090959, MUV,LogisticRegression,MUV-548,F1 score,0.0, MUV,LogisticRegression,MUV-548,recall,0.0, MUV,LogisticRegression,MUV-548,precision,0.0, MUV,LogisticRegression,MUV-548,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-548,AUROC,0.7325509093735427, MUV,SimilaritySearch_Mean,MUV-548,BEDROC,0.1943554577238303, MUV,SimilaritySearch_Mean,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,SimilaritySearch_Mean,MUV-548,Enrichment factor 5%,2.844015444015444, MUV,SimilaritySearch_Mean,MUV-548,RIE,3.8141571314846674, MUV,SimilaritySearch_Mean,MUV-548,AUPRC,0.015039834852615107, MUV,SimilaritySearch_Max,MUV-548,AUROC,0.7513990362194932, MUV,SimilaritySearch_Max,MUV-548,BEDROC,0.1954173094467151, MUV,SimilaritySearch_Max,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,SimilaritySearch_Max,MUV-548,Enrichment factor 5%,2.844015444015444, MUV,SimilaritySearch_Max,MUV-548,RIE,3.834995595833633, MUV,SimilaritySearch_Max,MUV-548,AUPRC,0.03311349306645405, MUV,LightGBM_Ranker,MUV-548,AUROC,0.7987330949790145, MUV,LightGBM_Ranker,MUV-548,BEDROC,0.3983491042606254, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 5%,11.376061776061777, MUV,LightGBM_Ranker,MUV-548,RIE,7.817460266148131, MUV,LightGBM_Ranker,MUV-548,AUPRC,0.03427056903047885, MUV,LightGBM_Ranker,MUV-548,accuracy,0.5014933478142818, MUV,LightGBM_Ranker,MUV-548,F1 score,0.006493506493506494, MUV,LightGBM_Ranker,MUV-548,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-548,precision,0.0032590983161325366, MUV,LightGBM_Ranker,MUV-548,MCC,0.031181593371485416, MUV,RandomForest,MUV-600,AUROC,0.7445174585893148, MUV,RandomForest,MUV-600,BEDROC,0.38341447262740536, MUV,RandomForest,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,RandomForest,MUV-600,Enrichment factor 5%,8.527413127413128, MUV,RandomForest,MUV-600,RIE,7.52429619566832, MUV,RandomForest,MUV-600,AUPRC,0.15208573632966896, MUV,RandomForest,MUV-600,accuracy,0.9980983428416191, MUV,RandomForest,MUV-600,F1 score,0.0, MUV,RandomForest,MUV-600,recall,0.0, MUV,RandomForest,MUV-600,precision,0.0, MUV,RandomForest,MUV-600,MCC,0.0, MUV,LogisticRegression,MUV-600,AUROC,0.751885838712186, MUV,LogisticRegression,MUV-600,BEDROC,0.27284438213845763, MUV,LogisticRegression,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,LogisticRegression,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,LogisticRegression,MUV-600,RIE,5.354419558321485, MUV,LogisticRegression,MUV-600,AUPRC,0.1508428521621022, MUV,LogisticRegression,MUV-600,accuracy,0.9980983428416191, MUV,LogisticRegression,MUV-600,F1 score,0.0, MUV,LogisticRegression,MUV-600,recall,0.0, MUV,LogisticRegression,MUV-600,precision,0.0, MUV,LogisticRegression,MUV-600,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-600,AUROC,0.6946885449879462, MUV,SimilaritySearch_Mean,MUV-600,BEDROC,0.25039493717851596, MUV,SimilaritySearch_Mean,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,SimilaritySearch_Mean,MUV-600,Enrichment factor 5%,8.527413127413128, MUV,SimilaritySearch_Mean,MUV-600,RIE,4.9138616649113285, MUV,SimilaritySearch_Mean,MUV-600,AUPRC,0.013495786142664789, MUV,SimilaritySearch_Max,MUV-600,AUROC,0.6559608056614045, MUV,SimilaritySearch_Max,MUV-600,BEDROC,0.22874739921363643, MUV,SimilaritySearch_Max,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,SimilaritySearch_Max,MUV-600,Enrichment factor 5%,2.8424710424710424, MUV,SimilaritySearch_Max,MUV-600,RIE,4.4890407510606165, MUV,SimilaritySearch_Max,MUV-600,AUPRC,0.0760431146378251, MUV,LightGBM_Ranker,MUV-600,AUROC,0.7128859164787308, MUV,LightGBM_Ranker,MUV-600,BEDROC,0.20684733637384606, MUV,LightGBM_Ranker,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,LightGBM_Ranker,MUV-600,Enrichment factor 5%,2.8424710424710424, MUV,LightGBM_Ranker,MUV-600,RIE,4.059264176741554, MUV,LightGBM_Ranker,MUV-600,AUPRC,0.05200833751125122, MUV,LightGBM_Ranker,MUV-600,accuracy,0.5014941591958707, MUV,LightGBM_Ranker,MUV-600,F1 score,0.006497022198159177, MUV,LightGBM_Ranker,MUV-600,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-600,precision,0.003260869565217391, MUV,LightGBM_Ranker,MUV-600,MCC,0.03119008575410242, MUV,RandomForest,MUV-644,AUROC,0.7704613095238095, MUV,RandomForest,MUV-644,BEDROC,0.48295941192591313, MUV,RandomForest,MUV-644,Enrichment factor 1%,42.335907335907336, MUV,RandomForest,MUV-644,Enrichment factor 5%,11.41295862607338, MUV,RandomForest,MUV-644,RIE,9.476536490818408, MUV,RandomForest,MUV-644,AUPRC,0.06022808046045934, MUV,RandomForest,MUV-644,accuracy,0.9980848153214774, MUV,RandomForest,MUV-644,F1 score,0.0, MUV,RandomForest,MUV-644,recall,0.0, MUV,RandomForest,MUV-644,precision,0.0, MUV,RandomForest,MUV-644,MCC,0.0, MUV,LogisticRegression,MUV-644,AUROC,0.8075657894736842, MUV,LogisticRegression,MUV-644,BEDROC,0.5017398068374486, MUV,LogisticRegression,MUV-644,Enrichment factor 1%,42.335907335907336, MUV,LogisticRegression,MUV-644,Enrichment factor 5%,14.266198282591725, MUV,LogisticRegression,MUV-644,RIE,9.845041778234243, MUV,LogisticRegression,MUV-644,AUPRC,0.044009213003123424, MUV,LogisticRegression,MUV-644,accuracy,0.9978112175102599, MUV,LogisticRegression,MUV-644,F1 score,0.0, MUV,LogisticRegression,MUV-644,recall,0.0, MUV,LogisticRegression,MUV-644,precision,0.0, MUV,LogisticRegression,MUV-644,MCC,-0.0007246650792228801, MUV,SimilaritySearch_Mean,MUV-644,AUROC,0.5585839598997494, MUV,SimilaritySearch_Mean,MUV-644,BEDROC,0.11980271965977868, MUV,SimilaritySearch_Mean,MUV-644,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-644,Enrichment factor 5%,2.853239656518345, MUV,SimilaritySearch_Mean,MUV-644,RIE,2.350745904896418, MUV,SimilaritySearch_Mean,MUV-644,AUPRC,0.004345274243123622, MUV,SimilaritySearch_Max,MUV-644,AUROC,0.6820567042606516, MUV,SimilaritySearch_Max,MUV-644,BEDROC,0.3080349821942044, MUV,SimilaritySearch_Max,MUV-644,Enrichment factor 1%,14.111969111969113, MUV,SimilaritySearch_Max,MUV-644,Enrichment factor 5%,5.70647931303669, MUV,SimilaritySearch_Max,MUV-644,RIE,6.04420306236951, MUV,SimilaritySearch_Max,MUV-644,AUPRC,0.03795171959342418, MUV,LightGBM_Ranker,MUV-644,AUROC,0.8152412280701754, MUV,LightGBM_Ranker,MUV-644,BEDROC,0.3725165343201857, MUV,LightGBM_Ranker,MUV-644,Enrichment factor 1%,14.111969111969113, MUV,LightGBM_Ranker,MUV-644,Enrichment factor 5%,8.559718969555036, MUV,LightGBM_Ranker,MUV-644,RIE,7.309447643813793, MUV,LightGBM_Ranker,MUV-644,AUPRC,0.026833141445631637, MUV,LightGBM_Ranker,MUV-644,accuracy,0.5015047879616963, MUV,LightGBM_Ranker,MUV-644,F1 score,0.006543075245365322, MUV,LightGBM_Ranker,MUV-644,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-644,precision,0.003284072249589491, MUV,LightGBM_Ranker,MUV-644,MCC,0.03130112196137873, MUV,RandomForest,MUV-652,AUROC,0.7816414354875894, MUV,RandomForest,MUV-652,BEDROC,0.4092712794205349, MUV,RandomForest,MUV-652,Enrichment factor 1%,28.007518796992482, MUV,RandomForest,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,RandomForest,MUV-652,RIE,8.033514632767917, MUV,RandomForest,MUV-652,AUPRC,0.09120760981499236, MUV,RandomForest,MUV-652,accuracy,0.9981208053691275, MUV,RandomForest,MUV-652,F1 score,0.0, MUV,RandomForest,MUV-652,recall,0.0, MUV,RandomForest,MUV-652,precision,0.0, MUV,RandomForest,MUV-652,MCC,0.0, MUV,LogisticRegression,MUV-652,AUROC,0.7522477522477523, MUV,LogisticRegression,MUV-652,BEDROC,0.3207025108917042, MUV,LogisticRegression,MUV-652,Enrichment factor 1%,14.003759398496241, MUV,LogisticRegression,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,LogisticRegression,MUV-652,RIE,6.2950137165310345, MUV,LogisticRegression,MUV-652,AUPRC,0.02775259836467876, MUV,LogisticRegression,MUV-652,accuracy,0.9981208053691275, MUV,LogisticRegression,MUV-652,F1 score,0.0, MUV,LogisticRegression,MUV-652,recall,0.0, MUV,LogisticRegression,MUV-652,precision,0.0, MUV,LogisticRegression,MUV-652,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-652,AUROC,0.5512564358718204, MUV,SimilaritySearch_Mean,MUV-652,BEDROC,0.15689694405798527, MUV,SimilaritySearch_Mean,MUV-652,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-652,Enrichment factor 5%,5.691367456073338, MUV,SimilaritySearch_Mean,MUV-652,RIE,3.0797028032668137, MUV,SimilaritySearch_Mean,MUV-652,AUPRC,0.005292337647059155, MUV,SimilaritySearch_Max,MUV-652,AUROC,0.6241642972412204, MUV,SimilaritySearch_Max,MUV-652,BEDROC,0.28281779155847636, MUV,SimilaritySearch_Max,MUV-652,Enrichment factor 1%,28.007518796992482, MUV,SimilaritySearch_Max,MUV-652,Enrichment factor 5%,5.691367456073338, MUV,SimilaritySearch_Max,MUV-652,RIE,5.551381165619431, MUV,SimilaritySearch_Max,MUV-652,AUPRC,0.09398733814927403, MUV,LightGBM_Ranker,MUV-652,AUROC,0.7654268808114961, MUV,LightGBM_Ranker,MUV-652,BEDROC,0.39404737802330353, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 1%,42.01127819548872, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,LightGBM_Ranker,MUV-652,RIE,7.734687326400082, MUV,LightGBM_Ranker,MUV-652,AUPRC,0.06153312885567482, MUV,LightGBM_Ranker,MUV-652,accuracy,0.5014765100671141, MUV,LightGBM_Ranker,MUV-652,F1 score,0.006420545746388443, MUV,LightGBM_Ranker,MUV-652,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-652,precision,0.00322234156820623, MUV,LightGBM_Ranker,MUV-652,MCC,0.031004840488889948, MUV,RandomForest,MUV-689,AUROC,0.7101486216226816, MUV,RandomForest,MUV-689,BEDROC,0.25912678999627997, MUV,RandomForest,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,RandomForest,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,RandomForest,MUV-689,RIE,5.084403405337308, MUV,RandomForest,MUV-689,AUPRC,0.03923418200048777, MUV,RandomForest,MUV-689,accuracy,0.9980821917808219, MUV,RandomForest,MUV-689,F1 score,0.0, MUV,RandomForest,MUV-689,recall,0.0, MUV,RandomForest,MUV-689,precision,0.0, MUV,RandomForest,MUV-689,MCC,0.0, MUV,LogisticRegression,MUV-689,AUROC,0.6406023293204188, MUV,LogisticRegression,MUV-689,BEDROC,0.302601050779629, MUV,LogisticRegression,MUV-689,Enrichment factor 1%,28.185328185328185, MUV,LogisticRegression,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,LogisticRegression,MUV-689,RIE,5.937424730332686, MUV,LogisticRegression,MUV-689,AUPRC,0.08359184077996747, MUV,LogisticRegression,MUV-689,accuracy,0.9980821917808219, MUV,LogisticRegression,MUV-689,F1 score,0.0, MUV,LogisticRegression,MUV-689,recall,0.0, MUV,LogisticRegression,MUV-689,precision,0.0, MUV,LogisticRegression,MUV-689,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-689,AUROC,0.6092310105486058, MUV,SimilaritySearch_Mean,MUV-689,BEDROC,0.2166552175689909, MUV,SimilaritySearch_Mean,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,SimilaritySearch_Mean,MUV-689,Enrichment factor 5%,2.849336455893833, MUV,SimilaritySearch_Mean,MUV-689,RIE,4.25105612504406, MUV,SimilaritySearch_Mean,MUV-689,AUPRC,0.03985936921690486, MUV,SimilaritySearch_Max,MUV-689,AUROC,0.6653856711501509, MUV,SimilaritySearch_Max,MUV-689,BEDROC,0.32893208992905903, MUV,SimilaritySearch_Max,MUV-689,Enrichment factor 1%,28.185328185328185, MUV,SimilaritySearch_Max,MUV-689,Enrichment factor 5%,8.548009367681498, MUV,SimilaritySearch_Max,MUV-689,RIE,6.454073834861099, MUV,SimilaritySearch_Max,MUV-689,AUPRC,0.025751536455012002, MUV,LightGBM_Ranker,MUV-689,AUROC,0.5526842084624132, MUV,LightGBM_Ranker,MUV-689,BEDROC,0.3352161845766606, MUV,LightGBM_Ranker,MUV-689,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-689,Enrichment factor 5%,8.548009367681498, MUV,LightGBM_Ranker,MUV-689,RIE,6.57737591397883, MUV,LightGBM_Ranker,MUV-689,AUPRC,0.01812108335912549, MUV,LightGBM_Ranker,MUV-689,accuracy,0.5002739726027398, MUV,LightGBM_Ranker,MUV-689,F1 score,0.004366812227074236, MUV,LightGBM_Ranker,MUV-689,recall,0.5714285714285714, MUV,LightGBM_Ranker,MUV-689,precision,0.002191780821917808, MUV,LightGBM_Ranker,MUV-689,MCC,0.006262120125386137, MUV,RandomForest,MUV-692,AUROC,0.49796644636502285, MUV,RandomForest,MUV-692,BEDROC,0.17309597098168814, MUV,RandomForest,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,RandomForest,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,RandomForest,MUV-692,RIE,3.3965441036521073, MUV,RandomForest,MUV-692,AUPRC,0.016161129131235207, MUV,RandomForest,MUV-692,accuracy,0.9980874316939891, MUV,RandomForest,MUV-692,F1 score,0.0, MUV,RandomForest,MUV-692,recall,0.0, MUV,RandomForest,MUV-692,precision,0.0, MUV,RandomForest,MUV-692,MCC,0.0, MUV,LogisticRegression,MUV-692,AUROC,0.4313089046185131, MUV,LogisticRegression,MUV-692,BEDROC,0.13987282540774465, MUV,LogisticRegression,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,LogisticRegression,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,LogisticRegression,MUV-692,RIE,2.7446290003259874, MUV,LogisticRegression,MUV-692,AUPRC,0.019395606187553236, MUV,LogisticRegression,MUV-692,accuracy,0.9980874316939891, MUV,LogisticRegression,MUV-692,F1 score,0.0, MUV,LogisticRegression,MUV-692,recall,0.0, MUV,LogisticRegression,MUV-692,precision,0.0, MUV,LogisticRegression,MUV-692,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-692,AUROC,0.45962222830550226, MUV,SimilaritySearch_Mean,MUV-692,BEDROC,0.11531517745117535, MUV,SimilaritySearch_Mean,MUV-692,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,SimilaritySearch_Mean,MUV-692,RIE,2.2627510405939204, MUV,SimilaritySearch_Mean,MUV-692,AUPRC,0.0041132345597320805, MUV,SimilaritySearch_Max,MUV-692,AUROC,0.49309764968127956, MUV,SimilaritySearch_Max,MUV-692,BEDROC,0.12088504632921011, MUV,SimilaritySearch_Max,MUV-692,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Max,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,SimilaritySearch_Max,MUV-692,RIE,2.372044774898982, MUV,SimilaritySearch_Max,MUV-692,AUPRC,0.0047278950346517625, MUV,LightGBM_Ranker,MUV-692,AUROC,0.4637284423761292, MUV,LightGBM_Ranker,MUV-692,BEDROC,0.09349345768059311, MUV,LightGBM_Ranker,MUV-692,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,LightGBM_Ranker,MUV-692,RIE,1.8345583317689629, MUV,LightGBM_Ranker,MUV-692,AUPRC,0.00328092992841821, MUV,LightGBM_Ranker,MUV-692,accuracy,0.4997267759562842, MUV,LightGBM_Ranker,MUV-692,F1 score,0.00326619488296135, MUV,LightGBM_Ranker,MUV-692,recall,0.42857142857142855, MUV,LightGBM_Ranker,MUV-692,precision,0.001639344262295082, MUV,LightGBM_Ranker,MUV-692,MCC,-0.006253543049554946, MUV,RandomForest,MUV-712,AUROC,0.8412278958871447, MUV,RandomForest,MUV-712,BEDROC,0.5651605658783698, MUV,RandomForest,MUV-712,Enrichment factor 1%,41.722007722007724, MUV,RandomForest,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,RandomForest,MUV-712,RIE,11.086367186952087, MUV,RandomForest,MUV-712,AUPRC,0.20790669593664945, MUV,RandomForest,MUV-712,accuracy,0.9980566352026652, MUV,RandomForest,MUV-712,F1 score,0.0, MUV,RandomForest,MUV-712,recall,0.0, MUV,RandomForest,MUV-712,precision,0.0, MUV,RandomForest,MUV-712,MCC,0.0, MUV,LogisticRegression,MUV-712,AUROC,0.8870653685674548, MUV,LogisticRegression,MUV-712,BEDROC,0.4911437162499259, MUV,LogisticRegression,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,LogisticRegression,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,LogisticRegression,MUV-712,RIE,9.634429420176488, MUV,LogisticRegression,MUV-712,AUPRC,0.21738431756655405, MUV,LogisticRegression,MUV-712,accuracy,0.9980566352026652, MUV,LogisticRegression,MUV-712,F1 score,0.0, MUV,LogisticRegression,MUV-712,recall,0.0, MUV,LogisticRegression,MUV-712,precision,0.0, MUV,LogisticRegression,MUV-712,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-712,AUROC,0.6644148619113848, MUV,SimilaritySearch_Mean,MUV-712,BEDROC,0.25996218343792754, MUV,SimilaritySearch_Mean,MUV-712,Enrichment factor 1%,13.907335907335908, MUV,SimilaritySearch_Mean,MUV-712,Enrichment factor 5%,5.6858721389108124, MUV,SimilaritySearch_Mean,MUV-712,RIE,5.0994998716237845, MUV,SimilaritySearch_Mean,MUV-712,AUPRC,0.053600645509315585, MUV,SimilaritySearch_Max,MUV-712,AUROC,0.7173256507053447, MUV,SimilaritySearch_Max,MUV-712,BEDROC,0.28218621655170323, MUV,SimilaritySearch_Max,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,SimilaritySearch_Max,MUV-712,Enrichment factor 5%,5.6858721389108124, MUV,SimilaritySearch_Max,MUV-712,RIE,5.535453484482797, MUV,SimilaritySearch_Max,MUV-712,AUPRC,0.1645120876829076, MUV,LightGBM_Ranker,MUV-712,AUROC,0.8173653884363202, MUV,LightGBM_Ranker,MUV-712,BEDROC,0.4864894116307869, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,LightGBM_Ranker,MUV-712,RIE,9.543129119116267, MUV,LightGBM_Ranker,MUV-712,AUPRC,0.19543409096050549, MUV,LightGBM_Ranker,MUV-712,accuracy,0.501388117712382, MUV,LightGBM_Ranker,MUV-712,F1 score,0.00663716814159292, MUV,LightGBM_Ranker,MUV-712,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-712,precision,0.003331482509716824, MUV,LightGBM_Ranker,MUV-712,MCC,0.03151893517219502, MUV,RandomForest,MUV-713,AUROC,0.6999073609449185, MUV,RandomForest,MUV-713,BEDROC,0.26905240959219356, MUV,RandomForest,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,RandomForest,MUV-713,Enrichment factor 5%,5.695852534562212, MUV,RandomForest,MUV-713,RIE,5.280730758017826, MUV,RandomForest,MUV-713,AUPRC,0.14733558631031587, MUV,RandomForest,MUV-713,accuracy,0.9981121898597627, MUV,RandomForest,MUV-713,F1 score,0.0, MUV,RandomForest,MUV-713,recall,0.0, MUV,RandomForest,MUV-713,precision,0.0, MUV,RandomForest,MUV-713,MCC,0.0, MUV,LogisticRegression,MUV-713,AUROC,0.7480217701779441, MUV,LogisticRegression,MUV-713,BEDROC,0.3021705553150997, MUV,LogisticRegression,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,LogisticRegression,MUV-713,Enrichment factor 5%,5.695852534562212, MUV,LogisticRegression,MUV-713,RIE,5.930745413679952, MUV,LogisticRegression,MUV-713,AUPRC,0.02536272766579243, MUV,LogisticRegression,MUV-713,accuracy,0.9975728155339806, MUV,LogisticRegression,MUV-713,F1 score,0.0, MUV,LogisticRegression,MUV-713,recall,0.0, MUV,LogisticRegression,MUV-713,precision,0.0, MUV,LogisticRegression,MUV-713,MCC,-0.001010303291282389, MUV,SimilaritySearch_Mean,MUV-713,AUROC,0.4167213494422357, MUV,SimilaritySearch_Mean,MUV-713,BEDROC,0.11645182662094204, MUV,SimilaritySearch_Mean,MUV-713,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,SimilaritySearch_Mean,MUV-713,RIE,2.2856169547323013, MUV,SimilaritySearch_Mean,MUV-713,AUPRC,0.0048873369692111635, MUV,SimilaritySearch_Max,MUV-713,AUROC,0.5127378700737252, MUV,SimilaritySearch_Max,MUV-713,BEDROC,0.14878501854315115, MUV,SimilaritySearch_Max,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,SimilaritySearch_Max,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,SimilaritySearch_Max,MUV-713,RIE,2.9202252081538007, MUV,SimilaritySearch_Max,MUV-713,AUPRC,0.03764527326178081, MUV,LightGBM_Ranker,MUV-713,AUROC,0.7413054386845255, MUV,LightGBM_Ranker,MUV-713,BEDROC,0.19790095963853338, MUV,LightGBM_Ranker,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,LightGBM_Ranker,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,LightGBM_Ranker,MUV-713,RIE,3.8842309168597224, MUV,LightGBM_Ranker,MUV-713,AUPRC,0.1471314254046526, MUV,LightGBM_Ranker,MUV-713,accuracy,0.5013484358144552, MUV,LightGBM_Ranker,MUV-713,F1 score,0.006448146157979581, MUV,LightGBM_Ranker,MUV-713,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-713,precision,0.003236245954692557, MUV,LightGBM_Ranker,MUV-713,MCC,0.031064290706539516, MUV,RandomForest,MUV-733,AUROC,0.5898560898560898, MUV,RandomForest,MUV-733,BEDROC,0.16012243935323123, MUV,RandomForest,MUV-733,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-733,Enrichment factor 5%,0.0, MUV,RandomForest,MUV-733,RIE,3.142136051113562, MUV,RandomForest,MUV-733,AUPRC,0.0040523935688365174, MUV,RandomForest,MUV-733,accuracy,0.9980926430517711, MUV,RandomForest,MUV-733,F1 score,0.0, MUV,RandomForest,MUV-733,recall,0.0, MUV,RandomForest,MUV-733,precision,0.0, MUV,RandomForest,MUV-733,MCC,0.0, MUV,LogisticRegression,MUV-733,AUROC,0.6598806598806598, MUV,LogisticRegression,MUV-733,BEDROC,0.1212824751291233, MUV,LogisticRegression,MUV-733,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-733,Enrichment factor 5%,2.8493788819875774, MUV,LogisticRegression,MUV-733,RIE,2.379966484665258, MUV,LogisticRegression,MUV-733,AUPRC,0.004778821819106918, MUV,LogisticRegression,MUV-733,accuracy,0.9980926430517711, MUV,LogisticRegression,MUV-733,F1 score,0.0, MUV,LogisticRegression,MUV-733,recall,0.0, MUV,LogisticRegression,MUV-733,precision,0.0, MUV,LogisticRegression,MUV-733,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-733,AUROC,0.37568737568737565, MUV,SimilaritySearch_Mean,MUV-733,BEDROC,0.04326066415550756, MUV,SimilaritySearch_Mean,MUV-733,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-733,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-733,RIE,0.8489184769958327, MUV,SimilaritySearch_Mean,MUV-733,AUPRC,0.002086081881353777, MUV,SimilaritySearch_Max,MUV-733,AUROC,0.4192699192699193, MUV,SimilaritySearch_Max,MUV-733,BEDROC,0.039048433873953785, MUV,SimilaritySearch_Max,MUV-733,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Max,MUV-733,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Max,MUV-733,RIE,0.7662604779063396, MUV,SimilaritySearch_Max,MUV-733,AUPRC,0.002342991294843586, MUV,LightGBM_Ranker,MUV-733,AUROC,0.5716625716625716, MUV,LightGBM_Ranker,MUV-733,BEDROC,0.12226775049919959, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 5%,2.8493788819875774, MUV,LightGBM_Ranker,MUV-733,RIE,2.3993008717236566, MUV,LightGBM_Ranker,MUV-733,AUPRC,0.004268202050119887, MUV,LightGBM_Ranker,MUV-733,accuracy,0.5002724795640326, MUV,LightGBM_Ranker,MUV-733,F1 score,0.004343105320304018, MUV,LightGBM_Ranker,MUV-733,recall,0.5714285714285714, MUV,LightGBM_Ranker,MUV-733,precision,0.0021798365122615805, MUV,LightGBM_Ranker,MUV-733,MCC,0.00624500112089974, MUV,RandomForest,MUV-737,AUROC,0.43322938998245947, MUV,RandomForest,MUV-737,BEDROC,0.13594674525045566, MUV,RandomForest,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,RandomForest,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,RandomForest,MUV-737,RIE,2.667755884133962, MUV,RandomForest,MUV-737,AUPRC,0.010562558356676003, MUV,RandomForest,MUV-737,accuracy,0.9980936819172114, MUV,RandomForest,MUV-737,F1 score,0.0, MUV,RandomForest,MUV-737,recall,0.0, MUV,RandomForest,MUV-737,precision,0.0, MUV,RandomForest,MUV-737,MCC,0.0, MUV,LogisticRegression,MUV-737,AUROC,0.6850126680958878, MUV,LogisticRegression,MUV-737,BEDROC,0.19297144454988016, MUV,LogisticRegression,MUV-737,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-737,Enrichment factor 5%,5.7018633540372665, MUV,LogisticRegression,MUV-737,RIE,3.786782120625482, MUV,LogisticRegression,MUV-737,AUPRC,0.00722176704447525, MUV,LogisticRegression,MUV-737,accuracy,0.9980936819172114, MUV,LogisticRegression,MUV-737,F1 score,0.0, MUV,LogisticRegression,MUV-737,recall,0.0, MUV,LogisticRegression,MUV-737,precision,0.0, MUV,LogisticRegression,MUV-737,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-737,AUROC,0.48473981679984407, MUV,SimilaritySearch_Mean,MUV-737,BEDROC,0.11841218296513172, MUV,SimilaritySearch_Mean,MUV-737,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,SimilaritySearch_Mean,MUV-737,RIE,2.3236657708368593, MUV,SimilaritySearch_Mean,MUV-737,AUPRC,0.00444827746204869, MUV,SimilaritySearch_Max,MUV-737,AUROC,0.5319820697719743, MUV,SimilaritySearch_Max,MUV-737,BEDROC,0.13614352405265245, MUV,SimilaritySearch_Max,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,SimilaritySearch_Max,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,SimilaritySearch_Max,MUV-737,RIE,2.671617380032211, MUV,SimilaritySearch_Max,MUV-737,AUPRC,0.010405162184656114, MUV,LightGBM_Ranker,MUV-737,AUROC,0.6996491911908009, MUV,LightGBM_Ranker,MUV-737,BEDROC,0.29534882968636994, MUV,LightGBM_Ranker,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,LightGBM_Ranker,MUV-737,Enrichment factor 5%,8.5527950310559, MUV,LightGBM_Ranker,MUV-737,RIE,5.795788417871932, MUV,LightGBM_Ranker,MUV-737,AUPRC,0.03185439275690392, MUV,LightGBM_Ranker,MUV-737,accuracy,0.5008169934640523, MUV,LightGBM_Ranker,MUV-737,F1 score,0.005425935973955507, MUV,LightGBM_Ranker,MUV-737,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-737,precision,0.0027233115468409588, MUV,LightGBM_Ranker,MUV-737,MCC,0.018729890795169804, MUV,RandomForest,MUV-810,AUROC,0.7591021078565563, MUV,RandomForest,MUV-810,BEDROC,0.40714262059727674, MUV,RandomForest,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,RandomForest,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,RandomForest,MUV-810,RIE,7.989081719564794, MUV,RandomForest,MUV-810,AUPRC,0.07177229499870123, MUV,RandomForest,MUV-810,accuracy,0.9980874316939891, MUV,RandomForest,MUV-810,F1 score,0.0, MUV,RandomForest,MUV-810,recall,0.0, MUV,RandomForest,MUV-810,precision,0.0, MUV,RandomForest,MUV-810,MCC,0.0, MUV,LogisticRegression,MUV-810,AUROC,0.8458018849477924, MUV,LogisticRegression,MUV-810,BEDROC,0.4125651642030519, MUV,LogisticRegression,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,LogisticRegression,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,LogisticRegression,MUV-810,RIE,8.09548459063495, MUV,LogisticRegression,MUV-810,AUPRC,0.09916285669449568, MUV,LogisticRegression,MUV-810,accuracy,0.9980874316939891, MUV,LogisticRegression,MUV-810,F1 score,0.0, MUV,LogisticRegression,MUV-810,recall,0.0, MUV,LogisticRegression,MUV-810,precision,0.0, MUV,LogisticRegression,MUV-810,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-810,AUROC,0.5627859684799187, MUV,SimilaritySearch_Mean,MUV-810,BEDROC,0.11691563031979578, MUV,SimilaritySearch_Mean,MUV-810,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-810,Enrichment factor 5%,2.857142857142857, MUV,SimilaritySearch_Mean,MUV-810,RIE,2.2941556345657075, MUV,SimilaritySearch_Mean,MUV-810,AUPRC,0.004506994732300372, MUV,SimilaritySearch_Max,MUV-810,AUROC,0.7583786320441124, MUV,SimilaritySearch_Max,MUV-810,BEDROC,0.40819308399034354, MUV,SimilaritySearch_Max,MUV-810,Enrichment factor 1%,42.3938223938224, MUV,SimilaritySearch_Max,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,SimilaritySearch_Max,MUV-810,RIE,8.009694245549346, MUV,SimilaritySearch_Max,MUV-810,AUPRC,0.08209274694722728, MUV,LightGBM_Ranker,MUV-810,AUROC,0.80868953110946, MUV,LightGBM_Ranker,MUV-810,BEDROC,0.30732307914509155, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 5%,5.714285714285714, MUV,LightGBM_Ranker,MUV-810,RIE,6.030391006942933, MUV,LightGBM_Ranker,MUV-810,AUPRC,0.0969558981118644, MUV,LightGBM_Ranker,MUV-810,accuracy,0.5013661202185792, MUV,LightGBM_Ranker,MUV-810,F1 score,0.0065323897659227, MUV,LightGBM_Ranker,MUV-810,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-810,precision,0.003278688524590164, MUV,LightGBM_Ranker,MUV-810,MCC,0.03126771524777473, MUV,RandomForest,MUV-832,AUROC,0.9873892164135399, MUV,RandomForest,MUV-832,BEDROC,0.8671684616788116, MUV,RandomForest,MUV-832,Enrichment factor 1%,70.77220077220078, MUV,RandomForest,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,RandomForest,MUV-832,RIE,17.01638397816867, MUV,RandomForest,MUV-832,AUPRC,0.31324520889738283, MUV,RandomForest,MUV-832,accuracy,0.9980905619203492, MUV,RandomForest,MUV-832,F1 score,0.0, MUV,RandomForest,MUV-832,recall,0.0, MUV,RandomForest,MUV-832,precision,0.0, MUV,RandomForest,MUV-832,MCC,0.0, MUV,LogisticRegression,MUV-832,AUROC,0.9964861593721939, MUV,LogisticRegression,MUV-832,BEDROC,0.9367840648694581, MUV,LogisticRegression,MUV-832,Enrichment factor 1%,84.92664092664093, MUV,LogisticRegression,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,LogisticRegression,MUV-832,RIE,18.382445919057567, MUV,LogisticRegression,MUV-832,AUPRC,0.34478980116636815, MUV,LogisticRegression,MUV-832,accuracy,0.997545008183306, MUV,LogisticRegression,MUV-832,F1 score,0.0, MUV,LogisticRegression,MUV-832,recall,0.0, MUV,LogisticRegression,MUV-832,precision,0.0, MUV,LogisticRegression,MUV-832,MCC,-0.001021892191433522, MUV,SimilaritySearch_Mean,MUV-832,AUROC,0.8626478741264202, MUV,SimilaritySearch_Mean,MUV-832,BEDROC,0.4728557929836852, MUV,SimilaritySearch_Mean,MUV-832,Enrichment factor 1%,28.30888030888031, MUV,SimilaritySearch_Mean,MUV-832,Enrichment factor 5%,11.385093167701864, MUV,SimilaritySearch_Mean,MUV-832,RIE,9.278815030592307, MUV,SimilaritySearch_Mean,MUV-832,AUPRC,0.05092099463703617, MUV,SimilaritySearch_Max,MUV-832,AUROC,0.9391910358021318, MUV,SimilaritySearch_Max,MUV-832,BEDROC,0.6210592009964527, MUV,SimilaritySearch_Max,MUV-832,Enrichment factor 1%,56.61776061776062, MUV,SimilaritySearch_Max,MUV-832,Enrichment factor 5%,14.231366459627328, MUV,SimilaritySearch_Max,MUV-832,RIE,12.186999775351824, MUV,SimilaritySearch_Max,MUV-832,AUPRC,0.19065769837118385, MUV,LightGBM_Ranker,MUV-832,AUROC,0.9872330457189707, MUV,LightGBM_Ranker,MUV-832,BEDROC,0.8149766046366336, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 1%,56.61776061776062, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,LightGBM_Ranker,MUV-832,RIE,15.992226946383978, MUV,LightGBM_Ranker,MUV-832,AUPRC,0.2908086484809666, MUV,LightGBM_Ranker,MUV-832,accuracy,0.5019094380796508, MUV,LightGBM_Ranker,MUV-832,F1 score,0.007608695652173913, MUV,LightGBM_Ranker,MUV-832,recall,1.0, MUV,LightGBM_Ranker,MUV-832,precision,0.0038188761593016913, MUV,LightGBM_Ranker,MUV-832,MCC,0.04373889583051063, MUV,RandomForest,MUV-846,AUROC,0.8911249513429349, MUV,RandomForest,MUV-846,BEDROC,0.7419535494789018, MUV,RandomForest,MUV-846,Enrichment factor 1%,70.98455598455598, MUV,RandomForest,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,RandomForest,MUV-846,RIE,14.560127219159156, MUV,RandomForest,MUV-846,AUPRC,0.4289742109684609, MUV,RandomForest,MUV-846,accuracy,0.9983682349741637, MUV,RandomForest,MUV-846,F1 score,0.25, MUV,RandomForest,MUV-846,recall,0.14285714285714285, MUV,RandomForest,MUV-846,precision,1.0, MUV,RandomForest,MUV-846,MCC,0.37765588854656296, MUV,LogisticRegression,MUV-846,AUROC,0.956558972362787, MUV,LogisticRegression,MUV-846,BEDROC,0.723924428102472, MUV,LogisticRegression,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,LogisticRegression,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LogisticRegression,MUV-846,RIE,14.206322994733922, MUV,LogisticRegression,MUV-846,AUPRC,0.544390185460296, MUV,LogisticRegression,MUV-846,accuracy,0.9983682349741637, MUV,LogisticRegression,MUV-846,F1 score,0.25, MUV,LogisticRegression,MUV-846,recall,0.14285714285714285, MUV,LogisticRegression,MUV-846,precision,1.0, MUV,LogisticRegression,MUV-846,MCC,0.37765588854656296, MUV,SimilaritySearch_Mean,MUV-846,AUROC,0.8804593226936551, MUV,SimilaritySearch_Mean,MUV-846,BEDROC,0.6486536609942302, MUV,SimilaritySearch_Mean,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,SimilaritySearch_Mean,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,SimilaritySearch_Mean,MUV-846,RIE,12.729206344255322, MUV,SimilaritySearch_Mean,MUV-846,AUPRC,0.4011080837599249, MUV,SimilaritySearch_Max,MUV-846,AUROC,0.8184312962242117, MUV,SimilaritySearch_Max,MUV-846,BEDROC,0.6302575892364124, MUV,SimilaritySearch_Max,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,SimilaritySearch_Max,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,SimilaritySearch_Max,MUV-846,RIE,12.368201070351367, MUV,SimilaritySearch_Max,MUV-846,AUPRC,0.4856704697898153, MUV,LightGBM_Ranker,MUV-846,AUROC,0.938692098092643, MUV,LightGBM_Ranker,MUV-846,BEDROC,0.6882313651136888, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LightGBM_Ranker,MUV-846,RIE,13.50588084869473, MUV,LightGBM_Ranker,MUV-846,AUPRC,0.4822425843899267, MUV,LightGBM_Ranker,MUV-846,accuracy,0.5020397062822953, MUV,LightGBM_Ranker,MUV-846,F1 score,0.007588075880758808, MUV,LightGBM_Ranker,MUV-846,recall,1.0, MUV,LightGBM_Ranker,MUV-846,precision,0.003808487486398259, MUV,LightGBM_Ranker,MUV-846,MCC,0.04368517692809313, MUV,RandomForest,MUV-852,AUROC,0.8197772132108658, MUV,RandomForest,MUV-852,BEDROC,0.41005237088517293, MUV,RandomForest,MUV-852,Enrichment factor 1%,14.138996138996138, MUV,RandomForest,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,RandomForest,MUV-852,RIE,8.046261273912592, MUV,RandomForest,MUV-852,AUPRC,0.15378411042747042, MUV,RandomForest,MUV-852,accuracy,0.9983615510649918, MUV,RandomForest,MUV-852,F1 score,0.25, MUV,RandomForest,MUV-852,recall,0.14285714285714285, MUV,RandomForest,MUV-852,precision,1.0, MUV,RandomForest,MUV-852,MCC,0.3776546236829223, MUV,LogisticRegression,MUV-852,AUROC,0.7609536837991011, MUV,LogisticRegression,MUV-852,BEDROC,0.3141702256167054, MUV,LogisticRegression,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,LogisticRegression,MUV-852,Enrichment factor 5%,5.686335403726708, MUV,LogisticRegression,MUV-852,RIE,6.16481187114767, MUV,LogisticRegression,MUV-852,AUPRC,0.24167781355868084, MUV,LogisticRegression,MUV-852,accuracy,0.9980884762424904, MUV,LogisticRegression,MUV-852,F1 score,0.0, MUV,LogisticRegression,MUV-852,recall,0.0, MUV,LogisticRegression,MUV-852,precision,0.0, MUV,LogisticRegression,MUV-852,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-852,AUROC,0.7086183310533516, MUV,SimilaritySearch_Mean,MUV-852,BEDROC,0.2852566759206247, MUV,SimilaritySearch_Mean,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,SimilaritySearch_Mean,MUV-852,Enrichment factor 5%,5.686335403726708, MUV,SimilaritySearch_Mean,MUV-852,RIE,5.597455136948742, MUV,SimilaritySearch_Mean,MUV-852,AUPRC,0.18091699266044806, MUV,SimilaritySearch_Max,MUV-852,AUROC,0.7875122141880008, MUV,SimilaritySearch_Max,MUV-852,BEDROC,0.46304003756962936, MUV,SimilaritySearch_Max,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,SimilaritySearch_Max,MUV-852,Enrichment factor 5%,11.372670807453416, MUV,SimilaritySearch_Max,MUV-852,RIE,9.086012872692926, MUV,SimilaritySearch_Max,MUV-852,AUPRC,0.17748465916729203, MUV,LightGBM_Ranker,MUV-852,AUROC,0.814109829978503, MUV,LightGBM_Ranker,MUV-852,BEDROC,0.41867901712926076, MUV,LightGBM_Ranker,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,LightGBM_Ranker,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,LightGBM_Ranker,MUV-852,RIE,8.2155378204308, MUV,LightGBM_Ranker,MUV-852,AUPRC,0.24948261128661964, MUV,LightGBM_Ranker,MUV-852,accuracy,0.5013653741125068, MUV,LightGBM_Ranker,MUV-852,F1 score,0.006528835690968444, MUV,LightGBM_Ranker,MUV-852,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-852,precision,0.0032768978700163844, MUV,LightGBM_Ranker,MUV-852,MCC,0.03125915929871654, MUV,RandomForest,MUV-858,AUROC,0.6670994496550655, MUV,RandomForest,MUV-858,BEDROC,0.42587164563607877, MUV,RandomForest,MUV-858,Enrichment factor 1%,42.77606177606178, MUV,RandomForest,MUV-858,Enrichment factor 5%,8.555212355212356, MUV,RandomForest,MUV-858,RIE,8.358007819907682, MUV,RandomForest,MUV-858,AUPRC,0.09847917361250459, MUV,RandomForest,MUV-858,accuracy,0.9981045220687788, MUV,RandomForest,MUV-858,F1 score,0.0, MUV,RandomForest,MUV-858,recall,0.0, MUV,RandomForest,MUV-858,precision,0.0, MUV,RandomForest,MUV-858,MCC,0.0, MUV,LogisticRegression,MUV-858,AUROC,0.7942795132160297, MUV,LogisticRegression,MUV-858,BEDROC,0.3830545558672577, MUV,LogisticRegression,MUV-858,Enrichment factor 1%,14.258687258687258, MUV,LogisticRegression,MUV-858,Enrichment factor 5%,8.555212355212356, MUV,LogisticRegression,MUV-858,RIE,7.517694610560167, MUV,LogisticRegression,MUV-858,AUPRC,0.03319171020819324, MUV,LogisticRegression,MUV-858,accuracy,0.9981045220687788, MUV,LogisticRegression,MUV-858,F1 score,0.0, MUV,LogisticRegression,MUV-858,recall,0.0, MUV,LogisticRegression,MUV-858,precision,0.0, MUV,LogisticRegression,MUV-858,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-858,AUROC,0.5423223005968528, MUV,SimilaritySearch_Mean,MUV-858,BEDROC,0.03113173312268724, MUV,SimilaritySearch_Mean,MUV-858,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-858,Enrichment factor 5%,0.0, MUV,SimilaritySearch_Mean,MUV-858,RIE,0.6109805340123869, MUV,SimilaritySearch_Mean,MUV-858,AUPRC,0.0026880581579608554, MUV,SimilaritySearch_Max,MUV-858,AUROC,0.8226687853654755, MUV,SimilaritySearch_Max,MUV-858,BEDROC,0.5246215556402781, MUV,SimilaritySearch_Max,MUV-858,Enrichment factor 1%,42.77606177606178, MUV,SimilaritySearch_Max,MUV-858,Enrichment factor 5%,11.406949806949807, MUV,SimilaritySearch_Max,MUV-858,RIE,10.296038971637959, MUV,SimilaritySearch_Max,MUV-858,AUPRC,0.2111084111744315, MUV,LightGBM_Ranker,MUV-858,AUROC,0.7782342454073328, MUV,LightGBM_Ranker,MUV-858,BEDROC,0.13925955506819238, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 5%,2.851737451737452, MUV,LightGBM_Ranker,MUV-858,RIE,2.733059301377566, MUV,LightGBM_Ranker,MUV-858,AUPRC,0.006094589200881922, MUV,LightGBM_Ranker,MUV-858,accuracy,0.5020308692120228, MUV,LightGBM_Ranker,MUV-858,F1 score,0.007555315704263357, MUV,LightGBM_Ranker,MUV-858,recall,1.0, MUV,LightGBM_Ranker,MUV-858,precision,0.003791982665222102, MUV,LightGBM_Ranker,MUV-858,MCC,0.04359020926357454, MUV,RandomForest,MUV-859,AUROC,0.5279438405797101, MUV,RandomForest,MUV-859,BEDROC,0.10521748247915397, MUV,RandomForest,MUV-859,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-859,Enrichment factor 5%,3.3207207207207206, MUV,RandomForest,MUV-859,RIE,2.0704642083137297, MUV,RandomForest,MUV-859,AUPRC,0.001872390587798379, MUV,RandomForest,MUV-859,accuracy,0.9983722192078134, MUV,RandomForest,MUV-859,F1 score,0.0, MUV,RandomForest,MUV-859,recall,0.0, MUV,RandomForest,MUV-859,precision,0.0, MUV,RandomForest,MUV-859,MCC,0.0, MUV,LogisticRegression,MUV-859,AUROC,0.5883152173913043, MUV,LogisticRegression,MUV-859,BEDROC,0.2530983714198742, MUV,LogisticRegression,MUV-859,Enrichment factor 1%,16.603603603603606, MUV,LogisticRegression,MUV-859,Enrichment factor 5%,6.641441441441441, MUV,LogisticRegression,MUV-859,RIE,4.980456675674077, MUV,LogisticRegression,MUV-859,AUPRC,0.011739716403968047, MUV,LogisticRegression,MUV-859,accuracy,0.9983722192078134, MUV,LogisticRegression,MUV-859,F1 score,0.0, MUV,LogisticRegression,MUV-859,recall,0.0, MUV,LogisticRegression,MUV-859,precision,0.0, MUV,LogisticRegression,MUV-859,MCC,0.0, MUV,SimilaritySearch_Mean,MUV-859,AUROC,0.5962409420289856, MUV,SimilaritySearch_Mean,MUV-859,BEDROC,0.12548420106413566, MUV,SimilaritySearch_Mean,MUV-859,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Mean,MUV-859,Enrichment factor 5%,3.3207207207207206, MUV,SimilaritySearch_Mean,MUV-859,RIE,2.4692716461297812, MUV,SimilaritySearch_Mean,MUV-859,AUPRC,0.004162761159381318, MUV,SimilaritySearch_Max,MUV-859,AUROC,0.6735280797101451, MUV,SimilaritySearch_Max,MUV-859,BEDROC,0.1572642896760616, MUV,SimilaritySearch_Max,MUV-859,Enrichment factor 1%,0.0, MUV,SimilaritySearch_Max,MUV-859,Enrichment factor 5%,6.641441441441441, MUV,SimilaritySearch_Max,MUV-859,RIE,3.0946385825553557, MUV,SimilaritySearch_Max,MUV-859,AUPRC,0.00525487094692868, MUV,LightGBM_Ranker,MUV-859,AUROC,0.603215579710145, MUV,LightGBM_Ranker,MUV-859,BEDROC,0.06276092819213129, MUV,LightGBM_Ranker,MUV-859,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-859,Enrichment factor 5%,0.0, MUV,LightGBM_Ranker,MUV-859,RIE,1.2350063337344295, MUV,LightGBM_Ranker,MUV-859,AUPRC,0.0031833448012444747, MUV,LightGBM_Ranker,MUV-859,accuracy,0.5005425935973955, MUV,LightGBM_Ranker,MUV-859,F1 score,0.004326663061114116, MUV,LightGBM_Ranker,MUV-859,recall,0.6666666666666666, MUV,LightGBM_Ranker,MUV-859,precision,0.002170374389582203, MUV,LightGBM_Ranker,MUV-859,MCC,0.013459547551454138, LIT-PCBA,RandomForest,ADRB2,AUROC,0.4944595133113085, LIT-PCBA,RandomForest,ADRB2,BEDROC,0.8012293262039611, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 5%,19.9987146529563, LIT-PCBA,RandomForest,ADRB2,RIE,16.016349997381955, LIT-PCBA,RandomForest,ADRB2,AUPRC,5.141718619448551e-05, LIT-PCBA,RandomForest,ADRB2,accuracy,0.9999485828138055, LIT-PCBA,RandomForest,ADRB2,F1 score,0.0, LIT-PCBA,RandomForest,ADRB2,recall,0.0, LIT-PCBA,RandomForest,ADRB2,precision,0.0, LIT-PCBA,RandomForest,ADRB2,MCC,0.0, LIT-PCBA,LogisticRegression,ADRB2,AUROC,0.6749399030736203, LIT-PCBA,LogisticRegression,ADRB2,BEDROC,0.015534863459333782, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,ADRB2,RIE,0.31053761338272706, LIT-PCBA,LogisticRegression,ADRB2,AUPRC,9.687968304821543e-05, LIT-PCBA,LogisticRegression,ADRB2,accuracy,0.9999485828138055, LIT-PCBA,LogisticRegression,ADRB2,F1 score,0.0, LIT-PCBA,LogisticRegression,ADRB2,recall,0.0, LIT-PCBA,LogisticRegression,ADRB2,precision,0.0, LIT-PCBA,LogisticRegression,ADRB2,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,ADRB2,AUROC,0.32987427851550954, LIT-PCBA,SimilaritySearch_Mean,ADRB2,BEDROC,0.002465953247833912, LIT-PCBA,SimilaritySearch_Mean,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Mean,ADRB2,RIE,0.04929375641556503, LIT-PCBA,SimilaritySearch_Mean,ADRB2,AUPRC,4.877986210934935e-05, LIT-PCBA,SimilaritySearch_Max,ADRB2,AUROC,0.2582625239423584, LIT-PCBA,SimilaritySearch_Max,ADRB2,BEDROC,0.00023501222711206903, LIT-PCBA,SimilaritySearch_Max,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Max,ADRB2,RIE,0.004697869881216913, LIT-PCBA,SimilaritySearch_Max,ADRB2,AUPRC,4.180423409057457e-05, LIT-PCBA,LightGBM_Ranker,ADRB2,AUROC,0.678237199676055, LIT-PCBA,LightGBM_Ranker,ADRB2,BEDROC,0.012102837259385149, LIT-PCBA,LightGBM_Ranker,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,LightGBM_Ranker,ADRB2,RIE,0.2419323703152537, LIT-PCBA,LightGBM_Ranker,ADRB2,AUPRC,0.00010482638681342142, LIT-PCBA,LightGBM_Ranker,ADRB2,accuracy,0.5000321357413715, LIT-PCBA,LightGBM_Ranker,ADRB2,F1 score,0.0001542376802652888, LIT-PCBA,LightGBM_Ranker,ADRB2,recall,0.75, LIT-PCBA,LightGBM_Ranker,ADRB2,precision,7.71267707021107e-05, LIT-PCBA,LightGBM_Ranker,ADRB2,MCC,0.0035854732589617614, LIT-PCBA,RandomForest,ALDH1,AUROC,0.7684556316823599, LIT-PCBA,RandomForest,ALDH1,BEDROC,0.37403998409918815, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 1%,10.029533076208722, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 5%,5.405807892777364, LIT-PCBA,RandomForest,ALDH1,RIE,4.712483831105566, LIT-PCBA,RandomForest,ALDH1,AUPRC,0.22166105706526046, LIT-PCBA,RandomForest,ALDH1,accuracy,0.9502252252252252, LIT-PCBA,RandomForest,ALDH1,F1 score,0.059574468085106386, LIT-PCBA,RandomForest,ALDH1,recall,0.03127326880119136, LIT-PCBA,RandomForest,ALDH1,precision,0.6268656716417911, LIT-PCBA,RandomForest,ALDH1,MCC,0.1322947266552533, LIT-PCBA,LogisticRegression,ALDH1,AUROC,0.730330494278971, LIT-PCBA,LogisticRegression,ALDH1,BEDROC,0.3022159972338399, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 1%,7.503576597756155, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 5%,4.4080416976917345, LIT-PCBA,LogisticRegression,ALDH1,RIE,3.8075822535600095, LIT-PCBA,LogisticRegression,ALDH1,AUPRC,0.172055549738356, LIT-PCBA,LogisticRegression,ALDH1,accuracy,0.9501876876876877, LIT-PCBA,LogisticRegression,ALDH1,F1 score,0.07654836464857341, LIT-PCBA,LogisticRegression,ALDH1,recall,0.04095309009679821, LIT-PCBA,LogisticRegression,ALDH1,precision,0.5851063829787234, LIT-PCBA,LogisticRegression,ALDH1,MCC,0.14542228550491698, LIT-PCBA,SimilaritySearch_Mean,ALDH1,AUROC,0.498097434937573, LIT-PCBA,SimilaritySearch_Mean,ALDH1,BEDROC,0.07170367826348037, LIT-PCBA,SimilaritySearch_Mean,ALDH1,Enrichment factor 1%,0.9658068888200991, LIT-PCBA,SimilaritySearch_Mean,ALDH1,Enrichment factor 5%,0.7892777364110201, LIT-PCBA,SimilaritySearch_Mean,ALDH1,RIE,0.9033858954405697, LIT-PCBA,SimilaritySearch_Mean,ALDH1,AUPRC,0.04951332873446836, LIT-PCBA,SimilaritySearch_Max,ALDH1,AUROC,0.6042600944708362, LIT-PCBA,SimilaritySearch_Max,ALDH1,BEDROC,0.2035036143459547, LIT-PCBA,SimilaritySearch_Max,ALDH1,Enrichment factor 1%,4.75474160649895, LIT-PCBA,SimilaritySearch_Max,ALDH1,Enrichment factor 5%,2.9337304542069993, LIT-PCBA,SimilaritySearch_Max,ALDH1,RIE,2.5639170812828147, LIT-PCBA,SimilaritySearch_Max,ALDH1,AUPRC,0.09538953541862101, LIT-PCBA,LightGBM_Ranker,ALDH1,AUROC,0.5100483250789997, LIT-PCBA,LightGBM_Ranker,ALDH1,BEDROC,0.10878732507140756, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 1%,2.0059066152417446, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 5%,1.4594192107222637, LIT-PCBA,LightGBM_Ranker,ALDH1,RIE,1.3705982009972986, LIT-PCBA,LightGBM_Ranker,ALDH1,AUPRC,0.05847174294328806, LIT-PCBA,LightGBM_Ranker,ALDH1,accuracy,0.5009384384384384, LIT-PCBA,LightGBM_Ranker,ALDH1,F1 score,0.09329605128554866, LIT-PCBA,LightGBM_Ranker,ALDH1,recall,0.509307520476545, LIT-PCBA,LightGBM_Ranker,ALDH1,precision,0.051351351351351354, LIT-PCBA,LightGBM_Ranker,ALDH1,MCC,0.004289113037008533, LIT-PCBA,RandomForest,ESR1_ago,AUROC,0.6886930983847284, LIT-PCBA,RandomForest,ESR1_ago,BEDROC,0.1543139855404057, LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 5%,6.601449275362319, LIT-PCBA,RandomForest,ESR1_ago,RIE,2.986840951534676, LIT-PCBA,RandomForest,ESR1_ago,AUPRC,0.008169326912466319, LIT-PCBA,RandomForest,ESR1_ago,accuracy,0.9967069154774972, LIT-PCBA,RandomForest,ESR1_ago,F1 score,0.0, LIT-PCBA,RandomForest,ESR1_ago,recall,0.0, LIT-PCBA,RandomForest,ESR1_ago,precision,0.0, LIT-PCBA,RandomForest,ESR1_ago,MCC,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,AUROC,0.7066813509544787, LIT-PCBA,LogisticRegression,ESR1_ago,BEDROC,0.05666205325345911, LIT-PCBA,LogisticRegression,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,RIE,1.0967284956306909, LIT-PCBA,LogisticRegression,ESR1_ago,AUPRC,0.008586959779416172, LIT-PCBA,LogisticRegression,ESR1_ago,accuracy,0.9967069154774972, LIT-PCBA,LogisticRegression,ESR1_ago,F1 score,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,recall,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,precision,0.0, LIT-PCBA,LogisticRegression,ESR1_ago,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,AUROC,0.49743024963289273, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,BEDROC,0.0015177025581271618, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,RIE,0.02937609736261219, LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,AUPRC,0.004781216494793589, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,AUROC,0.4832966226138032, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,BEDROC,0.018823628012487666, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,RIE,0.3643427948583162, LIT-PCBA,SimilaritySearch_Max,ESR1_ago,AUPRC,0.005252602558272221, LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUROC,0.39133627019089573, LIT-PCBA,LightGBM_Ranker,ESR1_ago,BEDROC,1.2066993627892922e-05, LIT-PCBA,LightGBM_Ranker,ESR1_ago,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,Enrichment factor 5%,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,RIE,0.00023360660114157567, LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUPRC,0.0034813446377720695, LIT-PCBA,LightGBM_Ranker,ESR1_ago,accuracy,0.4972557628979144, LIT-PCBA,LightGBM_Ranker,ESR1_ago,F1 score,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,recall,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,precision,0.0, LIT-PCBA,LightGBM_Ranker,ESR1_ago,MCC,-0.05741706384830113, LIT-PCBA,RandomForest,ESR1_ant,AUROC,0.4317380352644836, LIT-PCBA,RandomForest,ESR1_ant,BEDROC,0.09728740346365136, LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 5%,0.7990243902439025, LIT-PCBA,RandomForest,ESR1_ant,RIE,1.4562693429251925, LIT-PCBA,RandomForest,ESR1_ant,AUPRC,0.04856374344866861, LIT-PCBA,RandomForest,ESR1_ant,accuracy,0.9694749694749695, LIT-PCBA,RandomForest,ESR1_ant,F1 score,0.0, LIT-PCBA,RandomForest,ESR1_ant,recall,0.0, LIT-PCBA,RandomForest,ESR1_ant,precision,0.0, LIT-PCBA,RandomForest,ESR1_ant,MCC,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,AUROC,0.5303274559193955, LIT-PCBA,LogisticRegression,ESR1_ant,BEDROC,0.13021511918064696, LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,LogisticRegression,ESR1_ant,RIE,1.949155568205897, LIT-PCBA,LogisticRegression,ESR1_ant,AUPRC,0.06103923294795685, LIT-PCBA,LogisticRegression,ESR1_ant,accuracy,0.9694749694749695, LIT-PCBA,LogisticRegression,ESR1_ant,F1 score,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,recall,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,precision,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,AUROC,0.4238287153652393, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,BEDROC,0.0951031483977213, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,RIE,1.4235738093585917, LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,AUPRC,0.06790537170807386, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,AUROC,0.5778085642317381, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,BEDROC,0.06289331110778844, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,Enrichment factor 5%,0.7990243902439025, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,RIE,0.9414333154601215, LIT-PCBA,SimilaritySearch_Max,ESR1_ant,AUPRC,0.04127682194915918, LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUROC,0.5234760705289673, LIT-PCBA,LightGBM_Ranker,ESR1_ant,BEDROC,0.11565911055346528, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 5%,2.3970731707317072, LIT-PCBA,LightGBM_Ranker,ESR1_ant,RIE,1.731270543654927, LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUPRC,0.05705758267387813, LIT-PCBA,LightGBM_Ranker,ESR1_ant,accuracy,0.4993894993894994, LIT-PCBA,LightGBM_Ranker,ESR1_ant,F1 score,0.055299539170506916, LIT-PCBA,LightGBM_Ranker,ESR1_ant,recall,0.48, LIT-PCBA,LightGBM_Ranker,ESR1_ant,precision,0.029339853300733496, LIT-PCBA,LightGBM_Ranker,ESR1_ant,MCC,-0.006881080979667708, LIT-PCBA,RandomForest,FEN1,AUROC,0.7871232531830367, LIT-PCBA,RandomForest,FEN1,BEDROC,0.5267118630487176, LIT-PCBA,RandomForest,FEN1,Enrichment factor 1%,31.84544731961494, LIT-PCBA,RandomForest,FEN1,Enrichment factor 5%,13.406285350678733, LIT-PCBA,RandomForest,FEN1,RIE,10.424863385768266, LIT-PCBA,RandomForest,FEN1,AUPRC,0.021048337800276692, LIT-PCBA,RandomForest,FEN1,accuracy,0.9989315011833911, LIT-PCBA,RandomForest,FEN1,F1 score,0.0, LIT-PCBA,RandomForest,FEN1,recall,0.0, LIT-PCBA,RandomForest,FEN1,precision,0.0, LIT-PCBA,RandomForest,FEN1,MCC,-0.0001550811208950717, LIT-PCBA,LogisticRegression,FEN1,AUROC,0.8938921614114549, LIT-PCBA,LogisticRegression,FEN1,BEDROC,0.5274936880112171, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 1%,34.041685065795285, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 5%,11.64808399321267, LIT-PCBA,LogisticRegression,FEN1,RIE,10.440337535801447, LIT-PCBA,LogisticRegression,FEN1,AUPRC,0.04337955932060117, LIT-PCBA,LogisticRegression,FEN1,accuracy,0.998920011948804, LIT-PCBA,LogisticRegression,FEN1,F1 score,0.0, LIT-PCBA,LogisticRegression,FEN1,recall,0.0, LIT-PCBA,LogisticRegression,FEN1,precision,0.0, LIT-PCBA,LogisticRegression,FEN1,MCC,-0.00018993589860315263, LIT-PCBA,SimilaritySearch_Mean,FEN1,AUROC,0.4392518013689532, LIT-PCBA,SimilaritySearch_Mean,FEN1,BEDROC,0.027039117645461488, LIT-PCBA,SimilaritySearch_Mean,FEN1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,FEN1,Enrichment factor 5%,0.43955033936651583, LIT-PCBA,SimilaritySearch_Mean,FEN1,RIE,0.5351676089256633, LIT-PCBA,SimilaritySearch_Mean,FEN1,AUPRC,0.0009196546809680901, LIT-PCBA,SimilaritySearch_Max,FEN1,AUROC,0.5996605611830979, LIT-PCBA,SimilaritySearch_Max,FEN1,BEDROC,0.14106168983252593, LIT-PCBA,SimilaritySearch_Max,FEN1,Enrichment factor 1%,6.588713238541023, LIT-PCBA,SimilaritySearch_Max,FEN1,Enrichment factor 5%,2.8570772058823533, LIT-PCBA,SimilaritySearch_Max,FEN1,RIE,2.791941789620838, LIT-PCBA,SimilaritySearch_Max,FEN1,AUPRC,0.003083693501435689, LIT-PCBA,LightGBM_Ranker,FEN1,AUROC,0.7245946343212494, LIT-PCBA,LightGBM_Ranker,FEN1,BEDROC,0.14270532323007523, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 1%,4.392475492360682, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 5%,3.076852375565611, LIT-PCBA,LightGBM_Ranker,FEN1,RIE,2.8244731502362788, LIT-PCBA,LightGBM_Ranker,FEN1,AUPRC,0.002586676562090171, LIT-PCBA,LightGBM_Ranker,FEN1,accuracy,0.5007008433098187, LIT-PCBA,LightGBM_Ranker,FEN1,F1 score,0.0034854391194680118, LIT-PCBA,LightGBM_Ranker,FEN1,recall,0.8351648351648352, LIT-PCBA,LightGBM_Ranker,FEN1,precision,0.0017463636572531537, LIT-PCBA,LightGBM_Ranker,FEN1,MCC,0.02168611906833518, LIT-PCBA,RandomForest,GBA,AUROC,0.6546872988917148, LIT-PCBA,RandomForest,GBA,BEDROC,0.48717608218609126, LIT-PCBA,RandomForest,GBA,Enrichment factor 1%,21.933002732516954, LIT-PCBA,RandomForest,GBA,Enrichment factor 5%,7.317073170731708, LIT-PCBA,RandomForest,GBA,RIE,9.688430718129359, LIT-PCBA,RandomForest,GBA,AUPRC,0.040965868612187546, LIT-PCBA,RandomForest,GBA,accuracy,0.9994186046511628, LIT-PCBA,RandomForest,GBA,F1 score,0.045454545454545456, LIT-PCBA,RandomForest,GBA,recall,0.024390243902439025, LIT-PCBA,RandomForest,GBA,precision,0.3333333333333333, LIT-PCBA,RandomForest,GBA,MCC,0.0900408641803592, LIT-PCBA,LogisticRegression,GBA,AUROC,0.6966254177562761, LIT-PCBA,LogisticRegression,GBA,BEDROC,0.23132031800943648, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 1%,12.185001518064972, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 5%,4.878048780487805, LIT-PCBA,LogisticRegression,GBA,RIE,4.600248179838309, LIT-PCBA,LogisticRegression,GBA,AUPRC,0.027978053498120943, LIT-PCBA,LogisticRegression,GBA,accuracy,0.9994462901439646, LIT-PCBA,LogisticRegression,GBA,F1 score,0.047619047619047616, LIT-PCBA,LogisticRegression,GBA,recall,0.024390243902439025, LIT-PCBA,LogisticRegression,GBA,precision,1.0, LIT-PCBA,LogisticRegression,GBA,MCC,0.15613051782738893, LIT-PCBA,SimilaritySearch_Mean,GBA,AUROC,0.4584230103855908, LIT-PCBA,SimilaritySearch_Mean,GBA,BEDROC,0.0891443754365859, LIT-PCBA,SimilaritySearch_Mean,GBA,Enrichment factor 1%,4.874000607225989, LIT-PCBA,SimilaritySearch_Mean,GBA,Enrichment factor 5%,2.4390243902439024, LIT-PCBA,SimilaritySearch_Mean,GBA,RIE,1.7728069037263186, LIT-PCBA,SimilaritySearch_Mean,GBA,AUPRC,0.025956217063832544, LIT-PCBA,SimilaritySearch_Max,GBA,AUROC,0.575089547554709, LIT-PCBA,SimilaritySearch_Max,GBA,BEDROC,0.21150603158743642, LIT-PCBA,SimilaritySearch_Max,GBA,Enrichment factor 1%,14.62200182167797, LIT-PCBA,SimilaritySearch_Max,GBA,Enrichment factor 5%,4.878048780487805, LIT-PCBA,SimilaritySearch_Max,GBA,RIE,4.206203095469961, LIT-PCBA,SimilaritySearch_Max,GBA,AUPRC,0.00988981058992771, LIT-PCBA,LightGBM_Ranker,GBA,AUROC,0.6741207144616219, LIT-PCBA,LightGBM_Ranker,GBA,BEDROC,0.13471912687374546, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 1%,4.874000607225989, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 5%,2.4390243902439024, LIT-PCBA,LightGBM_Ranker,GBA,RIE,2.6791482370777167, LIT-PCBA,LightGBM_Ranker,GBA,AUPRC,0.003528337619794159, LIT-PCBA,LightGBM_Ranker,GBA,accuracy,0.5003460686600222, LIT-PCBA,LightGBM_Ranker,GBA,F1 score,0.0018251707640828518, LIT-PCBA,LightGBM_Ranker,GBA,recall,0.8048780487804879, LIT-PCBA,LightGBM_Ranker,GBA,precision,0.0009136212624584717, LIT-PCBA,LightGBM_Ranker,GBA,MCC,0.014530564584743649, LIT-PCBA,RandomForest,IDH1,AUROC,0.49143591527953934, LIT-PCBA,RandomForest,IDH1,BEDROC,0.7099726803436345, LIT-PCBA,RandomForest,IDH1,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,IDH1,Enrichment factor 5%,19.995960502693, LIT-PCBA,RandomForest,IDH1,RIE,14.18512074078763, LIT-PCBA,RandomForest,IDH1,AUPRC,0.00010100783371865952, LIT-PCBA,RandomForest,IDH1,accuracy,0.9998989921662813, LIT-PCBA,RandomForest,IDH1,F1 score,0.0, LIT-PCBA,RandomForest,IDH1,recall,0.0, LIT-PCBA,RandomForest,IDH1,precision,0.0, LIT-PCBA,RandomForest,IDH1,MCC,0.0, LIT-PCBA,LogisticRegression,IDH1,AUROC,0.8157256399991519, LIT-PCBA,LogisticRegression,IDH1,BEDROC,0.41483321002614804, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 1%,22.197807673144, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 5%,11.108866945940555, LIT-PCBA,LogisticRegression,IDH1,RIE,8.288289601284566, LIT-PCBA,LogisticRegression,IDH1,AUPRC,0.0026399289350336674, LIT-PCBA,LogisticRegression,IDH1,accuracy,0.9998989921662813, LIT-PCBA,LogisticRegression,IDH1,F1 score,0.0, LIT-PCBA,LogisticRegression,IDH1,recall,0.0, LIT-PCBA,LogisticRegression,IDH1,precision,0.0, LIT-PCBA,LogisticRegression,IDH1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,IDH1,AUROC,0.5277905609244772, LIT-PCBA,SimilaritySearch_Mean,IDH1,BEDROC,0.2166223766205803, LIT-PCBA,SimilaritySearch_Mean,IDH1,Enrichment factor 1%,22.197807673144, LIT-PCBA,SimilaritySearch_Mean,IDH1,Enrichment factor 5%,4.443546778376222, LIT-PCBA,SimilaritySearch_Mean,IDH1,RIE,4.328074407581428, LIT-PCBA,SimilaritySearch_Mean,IDH1,AUPRC,0.0058533300958632925, LIT-PCBA,SimilaritySearch_Max,IDH1,AUROC,0.5765947443183589, LIT-PCBA,SimilaritySearch_Max,IDH1,BEDROC,0.19428623571630296, LIT-PCBA,SimilaritySearch_Max,IDH1,Enrichment factor 1%,11.098903836572, LIT-PCBA,SimilaritySearch_Max,IDH1,Enrichment factor 5%,4.443546778376222, LIT-PCBA,SimilaritySearch_Max,IDH1,RIE,3.8818025108439795, LIT-PCBA,SimilaritySearch_Max,IDH1,AUPRC,0.0015366280098377122, LIT-PCBA,LightGBM_Ranker,IDH1,AUROC,0.7990102726614012, LIT-PCBA,LightGBM_Ranker,IDH1,BEDROC,0.19560836858977673, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 5%,4.443546778376222, LIT-PCBA,LightGBM_Ranker,IDH1,RIE,3.908218477134337, LIT-PCBA,LightGBM_Ranker,IDH1,AUPRC,0.0004571403662204329, LIT-PCBA,LightGBM_Ranker,IDH1,accuracy,0.5000785616484479, LIT-PCBA,LightGBM_Ranker,IDH1,F1 score,0.0003590664272890485, LIT-PCBA,LightGBM_Ranker,IDH1,recall,0.8888888888888888, LIT-PCBA,LightGBM_Ranker,IDH1,precision,0.0001795694821665058, LIT-PCBA,LightGBM_Ranker,IDH1,MCC,0.007817267866998562, LIT-PCBA,RandomForest,KAT2A,AUROC,0.5736139245863946, LIT-PCBA,RandomForest,KAT2A,BEDROC,0.31591265694463916, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 1%,14.567855738993712, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 5%,4.58279233553667, LIT-PCBA,RandomForest,KAT2A,RIE,6.282586348072493, LIT-PCBA,RandomForest,KAT2A,AUPRC,0.0022144248764688753, LIT-PCBA,RandomForest,KAT2A,accuracy,0.9994215558965883, LIT-PCBA,RandomForest,KAT2A,F1 score,0.0, LIT-PCBA,RandomForest,KAT2A,recall,0.0, LIT-PCBA,RandomForest,KAT2A,precision,0.0, LIT-PCBA,RandomForest,KAT2A,MCC,-8.181097705070954e-05, LIT-PCBA,LogisticRegression,KAT2A,AUROC,0.6413175824651753, LIT-PCBA,LogisticRegression,KAT2A,BEDROC,0.19613776721240944, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 1%,8.324488993710693, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 5%,4.58279233553667, LIT-PCBA,LogisticRegression,KAT2A,RIE,3.9006112496835414, LIT-PCBA,LogisticRegression,KAT2A,AUPRC,0.025518738839573382, LIT-PCBA,LogisticRegression,KAT2A,accuracy,0.9994333608782906, LIT-PCBA,LogisticRegression,KAT2A,F1 score,0.0, LIT-PCBA,LogisticRegression,KAT2A,recall,0.0, LIT-PCBA,LogisticRegression,KAT2A,precision,0.0, LIT-PCBA,LogisticRegression,KAT2A,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,KAT2A,AUROC,0.47184269014827585, LIT-PCBA,SimilaritySearch_Mean,KAT2A,BEDROC,0.0216553336763597, LIT-PCBA,SimilaritySearch_Mean,KAT2A,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,KAT2A,Enrichment factor 5%,0.4166174850487882, LIT-PCBA,SimilaritySearch_Mean,KAT2A,RIE,0.430661807706804, LIT-PCBA,SimilaritySearch_Mean,KAT2A,AUPRC,0.0005256419954961953, LIT-PCBA,SimilaritySearch_Max,KAT2A,AUROC,0.5022153041899947, LIT-PCBA,SimilaritySearch_Max,KAT2A,BEDROC,0.09824113078241292, LIT-PCBA,SimilaritySearch_Max,KAT2A,Enrichment factor 1%,6.243366745283019, LIT-PCBA,SimilaritySearch_Max,KAT2A,Enrichment factor 5%,2.083087425243941, LIT-PCBA,SimilaritySearch_Max,KAT2A,RIE,1.95373114222859, LIT-PCBA,SimilaritySearch_Max,KAT2A,AUPRC,0.0012472602515621592, LIT-PCBA,LightGBM_Ranker,KAT2A,AUROC,0.5379190437661918, LIT-PCBA,LightGBM_Ranker,KAT2A,BEDROC,0.04010952187632173, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 5%,0.4166174850487882, LIT-PCBA,LightGBM_Ranker,KAT2A,RIE,0.7976620767244967, LIT-PCBA,LightGBM_Ranker,KAT2A,AUPRC,0.000616965803679603, LIT-PCBA,LightGBM_Ranker,KAT2A,accuracy,0.5000472199268091, LIT-PCBA,LightGBM_Ranker,KAT2A,F1 score,0.001226328325826003, LIT-PCBA,LightGBM_Ranker,KAT2A,recall,0.5416666666666666, LIT-PCBA,LightGBM_Ranker,KAT2A,precision,0.0006138590485184748, LIT-PCBA,LightGBM_Ranker,KAT2A,MCC,0.0019842441599790743, LIT-PCBA,RandomForest,MAPK1,AUROC,0.6085935703640621, LIT-PCBA,RandomForest,MAPK1,BEDROC,0.15918991682364228, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 1%,9.047815820543093, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 5%,3.114241690512877, LIT-PCBA,RandomForest,MAPK1,RIE,3.0290753607006904, LIT-PCBA,RandomForest,MAPK1,AUPRC,0.028410295624983987, LIT-PCBA,RandomForest,MAPK1,accuracy,0.9949761858158804, LIT-PCBA,RandomForest,MAPK1,F1 score,0.0, LIT-PCBA,RandomForest,MAPK1,recall,0.0, LIT-PCBA,RandomForest,MAPK1,precision,0.0, LIT-PCBA,RandomForest,MAPK1,MCC,0.0, LIT-PCBA,LogisticRegression,MAPK1,AUROC,0.7075541835213967, LIT-PCBA,LogisticRegression,MAPK1,BEDROC,0.1781868456833129, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 1%,6.462725586102209, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 5%,3.633281972265023, LIT-PCBA,LogisticRegression,MAPK1,RIE,3.39055006627363, LIT-PCBA,LogisticRegression,MAPK1,AUPRC,0.03217631724559767, LIT-PCBA,LogisticRegression,MAPK1,accuracy,0.9949761858158804, LIT-PCBA,LogisticRegression,MAPK1,F1 score,0.0, LIT-PCBA,LogisticRegression,MAPK1,recall,0.0, LIT-PCBA,LogisticRegression,MAPK1,precision,0.0, LIT-PCBA,LogisticRegression,MAPK1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,MAPK1,AUROC,0.5192748562912497, LIT-PCBA,SimilaritySearch_Mean,MAPK1,BEDROC,0.03014406715173136, LIT-PCBA,SimilaritySearch_Mean,MAPK1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,MAPK1,Enrichment factor 5%,0.25952014087607306, LIT-PCBA,SimilaritySearch_Mean,MAPK1,RIE,0.5735831671918586, LIT-PCBA,SimilaritySearch_Mean,MAPK1,AUPRC,0.005259011308656783, LIT-PCBA,SimilaritySearch_Max,MAPK1,AUROC,0.5693604428358527, LIT-PCBA,SimilaritySearch_Max,MAPK1,BEDROC,0.13089281981592799, LIT-PCBA,SimilaritySearch_Max,MAPK1,Enrichment factor 1%,7.755270703322652, LIT-PCBA,SimilaritySearch_Max,MAPK1,Enrichment factor 5%,2.595201408760731, LIT-PCBA,SimilaritySearch_Max,MAPK1,RIE,2.4906364959246403, LIT-PCBA,SimilaritySearch_Max,MAPK1,AUPRC,0.014552319084274495, LIT-PCBA,LightGBM_Ranker,MAPK1,AUROC,0.5648533106238024, LIT-PCBA,LightGBM_Ranker,MAPK1,BEDROC,0.11779346350382432, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 1%,5.170180468881767, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 5%,2.595201408760731, LIT-PCBA,LightGBM_Ranker,MAPK1,RIE,2.2413811557014625, LIT-PCBA,LightGBM_Ranker,MAPK1,AUPRC,0.009111310622616038, LIT-PCBA,LightGBM_Ranker,MAPK1,accuracy,0.5008807985907222, LIT-PCBA,LightGBM_Ranker,MAPK1,F1 score,0.011627906976744186, LIT-PCBA,LightGBM_Ranker,MAPK1,recall,0.5844155844155844, LIT-PCBA,LightGBM_Ranker,MAPK1,precision,0.005872373743964505, LIT-PCBA,LightGBM_Ranker,MAPK1,MCC,0.012001371191529, LIT-PCBA,RandomForest,MTORC1,AUROC,0.5492387480286304, LIT-PCBA,RandomForest,MTORC1,BEDROC,0.140528287792882, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 1%,8.300200803212851, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 5%,2.496074879227053, LIT-PCBA,RandomForest,MTORC1,RIE,2.730528529594449, LIT-PCBA,RandomForest,MTORC1,AUPRC,0.005779232695510355, LIT-PCBA,RandomForest,MTORC1,accuracy,0.9970968912543849, LIT-PCBA,RandomForest,MTORC1,F1 score,0.0, LIT-PCBA,RandomForest,MTORC1,recall,0.0, LIT-PCBA,RandomForest,MTORC1,precision,0.0, LIT-PCBA,RandomForest,MTORC1,MCC,0.0, LIT-PCBA,LogisticRegression,MTORC1,AUROC,0.6142585628209795, LIT-PCBA,LogisticRegression,MTORC1,BEDROC,0.0484925745675324, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 5%,0.832024959742351, LIT-PCBA,LogisticRegression,MTORC1,RIE,0.9422328010684118, LIT-PCBA,LogisticRegression,MTORC1,AUPRC,0.004117634159634013, LIT-PCBA,LogisticRegression,MTORC1,accuracy,0.9970968912543849, LIT-PCBA,LogisticRegression,MTORC1,F1 score,0.0, LIT-PCBA,LogisticRegression,MTORC1,recall,0.0, LIT-PCBA,LogisticRegression,MTORC1,precision,0.0, LIT-PCBA,LogisticRegression,MTORC1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,MTORC1,AUROC,0.4705356059687008, LIT-PCBA,SimilaritySearch_Mean,MTORC1,BEDROC,0.04698384637064444, LIT-PCBA,SimilaritySearch_Mean,MTORC1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,MTORC1,Enrichment factor 5%,0.832024959742351, LIT-PCBA,SimilaritySearch_Mean,MTORC1,RIE,0.9129175266445005, LIT-PCBA,SimilaritySearch_Mean,MTORC1,AUPRC,0.003112949998418306, LIT-PCBA,SimilaritySearch_Max,MTORC1,AUROC,0.48389795381940226, LIT-PCBA,SimilaritySearch_Max,MTORC1,BEDROC,0.09088172540686487, LIT-PCBA,SimilaritySearch_Max,MTORC1,Enrichment factor 1%,8.300200803212851, LIT-PCBA,SimilaritySearch_Max,MTORC1,Enrichment factor 5%,1.664049919484702, LIT-PCBA,SimilaritySearch_Max,MTORC1,RIE,1.7658732632900396, LIT-PCBA,SimilaritySearch_Max,MTORC1,AUPRC,0.0051399661005800314, LIT-PCBA,LightGBM_Ranker,MTORC1,AUROC,0.5239015932710582, LIT-PCBA,LightGBM_Ranker,MTORC1,BEDROC,0.11697865168461576, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 1%,8.300200803212851, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 5%,3.328099838969404, LIT-PCBA,LightGBM_Ranker,MTORC1,RIE,2.2729483991766015, LIT-PCBA,LightGBM_Ranker,MTORC1,AUPRC,0.02527690295310275, LIT-PCBA,LightGBM_Ranker,MTORC1,accuracy,0.5003024071610016, LIT-PCBA,LightGBM_Ranker,MTORC1,F1 score,0.006254510464277123, LIT-PCBA,LightGBM_Ranker,MTORC1,recall,0.5416666666666666, LIT-PCBA,LightGBM_Ranker,MTORC1,precision,0.0031454149528187757, LIT-PCBA,LightGBM_Ranker,MTORC1,MCC,0.0045031008462384035, LIT-PCBA,RandomForest,OPRK1,AUROC,0.49544637418473014, LIT-PCBA,RandomForest,OPRK1,BEDROC,0.8334939812631883, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 1%,99.87388724035607, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 5%,19.998514557338087, LIT-PCBA,RandomForest,OPRK1,RIE,16.65503009791832, LIT-PCBA,RandomForest,OPRK1,AUPRC,8.91331798261903e-05, LIT-PCBA,RandomForest,OPRK1,accuracy,0.9999108668201738, LIT-PCBA,RandomForest,OPRK1,F1 score,0.0, LIT-PCBA,RandomForest,OPRK1,recall,0.0, LIT-PCBA,RandomForest,OPRK1,precision,0.0, LIT-PCBA,RandomForest,OPRK1,MCC,0.0, LIT-PCBA,LogisticRegression,OPRK1,AUROC,0.52377591902024, LIT-PCBA,LogisticRegression,OPRK1,BEDROC,0.08233717196653656, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 5%,3.3330857595563477, LIT-PCBA,LogisticRegression,OPRK1,RIE,1.6452765575996806, LIT-PCBA,LogisticRegression,OPRK1,AUPRC,0.00016188347593193132, LIT-PCBA,LogisticRegression,OPRK1,accuracy,0.9999108668201738, LIT-PCBA,LogisticRegression,OPRK1,F1 score,0.0, LIT-PCBA,LogisticRegression,OPRK1,recall,0.0, LIT-PCBA,LogisticRegression,OPRK1,precision,0.0, LIT-PCBA,LogisticRegression,OPRK1,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,OPRK1,AUROC,0.549812556022721, LIT-PCBA,SimilaritySearch_Mean,OPRK1,BEDROC,0.11288995281871832, LIT-PCBA,SimilaritySearch_Mean,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,OPRK1,Enrichment factor 5%,3.3330857595563477, LIT-PCBA,SimilaritySearch_Mean,OPRK1,RIE,2.255787844839447, LIT-PCBA,SimilaritySearch_Mean,OPRK1,AUPRC,0.00020716301876811305, LIT-PCBA,SimilaritySearch_Max,OPRK1,AUROC,0.5254968379661957, LIT-PCBA,SimilaritySearch_Max,OPRK1,BEDROC,0.14294750664645084, LIT-PCBA,SimilaritySearch_Max,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,OPRK1,Enrichment factor 5%,3.3330857595563477, LIT-PCBA,SimilaritySearch_Max,OPRK1,RIE,2.8564034145785646, LIT-PCBA,SimilaritySearch_Max,OPRK1,AUPRC,0.0002460680300301869, LIT-PCBA,LightGBM_Ranker,OPRK1,AUROC,0.44098114665200794, LIT-PCBA,LightGBM_Ranker,OPRK1,BEDROC,0.038021959649046554, LIT-PCBA,LightGBM_Ranker,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,OPRK1,Enrichment factor 5%,0.0, LIT-PCBA,LightGBM_Ranker,OPRK1,RIE,0.7597618331904815, LIT-PCBA,LightGBM_Ranker,OPRK1,AUPRC,0.00010733839984490359, LIT-PCBA,LightGBM_Ranker,OPRK1,accuracy,0.5006313600237688, LIT-PCBA,LightGBM_Ranker,OPRK1,F1 score,0.00011898033849906302, LIT-PCBA,LightGBM_Ranker,OPRK1,recall,0.3333333333333333, LIT-PCBA,LightGBM_Ranker,OPRK1,precision,5.950078838544611e-05, LIT-PCBA,LightGBM_Ranker,OPRK1,MCC,-0.0031346723880153714, LIT-PCBA,RandomForest,PKM2,AUROC,0.6231968679582576, LIT-PCBA,RandomForest,PKM2,BEDROC,0.19725500994758152, LIT-PCBA,RandomForest,PKM2,Enrichment factor 1%,3.673046424452134, LIT-PCBA,RandomForest,PKM2,Enrichment factor 5%,4.704574308467664, LIT-PCBA,RandomForest,PKM2,RIE,3.858636496363002, LIT-PCBA,RandomForest,PKM2,AUPRC,0.0045745594473753075, LIT-PCBA,RandomForest,PKM2,accuracy,0.9977102857236315, LIT-PCBA,RandomForest,PKM2,F1 score,0.0, LIT-PCBA,RandomForest,PKM2,recall,0.0, LIT-PCBA,RandomForest,PKM2,precision,0.0, LIT-PCBA,RandomForest,PKM2,MCC,-0.0003819006958691984, LIT-PCBA,LogisticRegression,PKM2,AUROC,0.740801320774183, LIT-PCBA,LogisticRegression,PKM2,BEDROC,0.19013962988128477, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 1%,5.142264994232987, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 5%,4.263520467048821, LIT-PCBA,LogisticRegression,PKM2,RIE,3.7194478140747167, LIT-PCBA,LogisticRegression,PKM2,AUPRC,0.009005268141244822, LIT-PCBA,LogisticRegression,PKM2,accuracy,0.9977757061315278, LIT-PCBA,LogisticRegression,PKM2,F1 score,0.0, LIT-PCBA,LogisticRegression,PKM2,recall,0.0, LIT-PCBA,LogisticRegression,PKM2,precision,0.0, LIT-PCBA,LogisticRegression,PKM2,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,PKM2,AUROC,0.43777871681070346, LIT-PCBA,SimilaritySearch_Mean,PKM2,BEDROC,0.0644576409596834, LIT-PCBA,SimilaritySearch_Mean,PKM2,Enrichment factor 1%,2.938437139561707, LIT-PCBA,SimilaritySearch_Mean,PKM2,Enrichment factor 5%,1.3231615242565307, LIT-PCBA,SimilaritySearch_Mean,PKM2,RIE,1.2608988311145952, LIT-PCBA,SimilaritySearch_Mean,PKM2,AUPRC,0.0025654140402588286, LIT-PCBA,SimilaritySearch_Max,PKM2,AUROC,0.5468027294842732, LIT-PCBA,SimilaritySearch_Max,PKM2,BEDROC,0.08237797274381667, LIT-PCBA,SimilaritySearch_Max,PKM2,Enrichment factor 1%,2.2038278546712804, LIT-PCBA,SimilaritySearch_Max,PKM2,Enrichment factor 5%,1.7642153656753743, LIT-PCBA,SimilaritySearch_Max,PKM2,RIE,1.6114503608940256, LIT-PCBA,SimilaritySearch_Max,PKM2,AUPRC,0.00408919324761384, LIT-PCBA,LightGBM_Ranker,PKM2,AUROC,0.615922329067349, LIT-PCBA,LightGBM_Ranker,PKM2,BEDROC,0.11870568194565846, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 1%,3.673046424452134, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 5%,2.6463230485130613, LIT-PCBA,LightGBM_Ranker,PKM2,RIE,2.322080844050778, LIT-PCBA,LightGBM_Ranker,PKM2,AUPRC,0.004076956830575081, LIT-PCBA,LightGBM_Ranker,PKM2,accuracy,0.5006950918338976, LIT-PCBA,LightGBM_Ranker,PKM2,F1 score,0.005796723874035236, LIT-PCBA,LightGBM_Ranker,PKM2,recall,0.6544117647058824, LIT-PCBA,LightGBM_Ranker,PKM2,precision,0.0029112557652677374, LIT-PCBA,LightGBM_Ranker,PKM2,MCC,0.01458186257678055, LIT-PCBA,RandomForest,PPARG,AUROC,0.6988966318234611, LIT-PCBA,RandomForest,PPARG,BEDROC,0.2753384173968704, LIT-PCBA,RandomForest,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,RandomForest,PPARG,RIE,5.142667303337051, LIT-PCBA,RandomForest,PPARG,AUPRC,0.04013801573226878, LIT-PCBA,RandomForest,PPARG,accuracy,0.9930795847750865, LIT-PCBA,RandomForest,PPARG,F1 score,0.0, LIT-PCBA,RandomForest,PPARG,recall,0.0, LIT-PCBA,RandomForest,PPARG,precision,0.0, LIT-PCBA,RandomForest,PPARG,MCC,0.0, LIT-PCBA,LogisticRegression,PPARG,AUROC,0.7102206736353078, LIT-PCBA,LogisticRegression,PPARG,BEDROC,0.2486186637618553, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 1%,16.055555555555554, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LogisticRegression,PPARG,RIE,4.643605808432719, LIT-PCBA,LogisticRegression,PPARG,AUPRC,0.060078187898969154, LIT-PCBA,LogisticRegression,PPARG,accuracy,0.9930795847750865, LIT-PCBA,LogisticRegression,PPARG,F1 score,0.0, LIT-PCBA,LogisticRegression,PPARG,recall,0.0, LIT-PCBA,LogisticRegression,PPARG,precision,0.0, LIT-PCBA,LogisticRegression,PPARG,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,PPARG,AUROC,0.5689121176926055, LIT-PCBA,SimilaritySearch_Mean,PPARG,BEDROC,0.2234010681168623, LIT-PCBA,SimilaritySearch_Mean,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,SimilaritySearch_Mean,PPARG,RIE,4.172601054706589, LIT-PCBA,SimilaritySearch_Mean,PPARG,AUPRC,0.0285011266001454, LIT-PCBA,SimilaritySearch_Max,PPARG,AUROC,0.6236933797909407, LIT-PCBA,SimilaritySearch_Max,PPARG,BEDROC,0.11141731292330996, LIT-PCBA,SimilaritySearch_Max,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,PPARG,Enrichment factor 5%,3.2840909090909087, LIT-PCBA,SimilaritySearch_Max,PPARG,RIE,2.0810106517674822, LIT-PCBA,SimilaritySearch_Max,PPARG,AUPRC,0.015813459053025662, LIT-PCBA,LightGBM_Ranker,PPARG,AUROC,0.6852497096399535, LIT-PCBA,LightGBM_Ranker,PPARG,BEDROC,0.22840183389230423, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LightGBM_Ranker,PPARG,RIE,4.266003474416326, LIT-PCBA,LightGBM_Ranker,PPARG,AUPRC,0.03226858094186655, LIT-PCBA,LightGBM_Ranker,PPARG,accuracy,0.5051903114186851, LIT-PCBA,LightGBM_Ranker,PPARG,F1 score,0.022779043280182234, LIT-PCBA,LightGBM_Ranker,PPARG,recall,0.8333333333333334, LIT-PCBA,LightGBM_Ranker,PPARG,precision,0.011547344110854504, LIT-PCBA,LightGBM_Ranker,PPARG,MCC,0.055748579341056204, LIT-PCBA,RandomForest,TP53,AUROC,0.5609276729559749, LIT-PCBA,RandomForest,TP53,BEDROC,0.10573828376512408, LIT-PCBA,RandomForest,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,RandomForest,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,RandomForest,TP53,RIE,1.7474112266820458, LIT-PCBA,RandomForest,TP53,AUPRC,0.03635981754231126, LIT-PCBA,RandomForest,TP53,accuracy,0.9802712700369913, LIT-PCBA,RandomForest,TP53,F1 score,0.0, LIT-PCBA,RandomForest,TP53,recall,0.0, LIT-PCBA,RandomForest,TP53,precision,0.0, LIT-PCBA,RandomForest,TP53,MCC,0.0, LIT-PCBA,LogisticRegression,TP53,AUROC,0.653380503144654, LIT-PCBA,LogisticRegression,TP53,BEDROC,0.14434788270504362, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,LogisticRegression,TP53,RIE,2.3854662649484437, LIT-PCBA,LogisticRegression,TP53,AUPRC,0.09651889384643111, LIT-PCBA,LogisticRegression,TP53,accuracy,0.9802712700369913, LIT-PCBA,LogisticRegression,TP53,F1 score,0.0, LIT-PCBA,LogisticRegression,TP53,recall,0.0, LIT-PCBA,LogisticRegression,TP53,precision,0.0, LIT-PCBA,LogisticRegression,TP53,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,TP53,AUROC,0.46588050314465407, LIT-PCBA,SimilaritySearch_Mean,TP53,BEDROC,0.05221542690527832, LIT-PCBA,SimilaritySearch_Mean,TP53,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Mean,TP53,Enrichment factor 5%,1.236280487804878, LIT-PCBA,SimilaritySearch_Mean,TP53,RIE,0.8629024666978374, LIT-PCBA,SimilaritySearch_Mean,TP53,AUPRC,0.021242661884901967, LIT-PCBA,SimilaritySearch_Max,TP53,AUROC,0.4775550314465409, LIT-PCBA,SimilaritySearch_Max,TP53,BEDROC,0.06532218133236697, LIT-PCBA,SimilaritySearch_Max,TP53,Enrichment factor 1%,0.0, LIT-PCBA,SimilaritySearch_Max,TP53,Enrichment factor 5%,1.236280487804878, LIT-PCBA,SimilaritySearch_Max,TP53,RIE,1.0795022482842185, LIT-PCBA,SimilaritySearch_Max,TP53,AUPRC,0.024763530303736243, LIT-PCBA,LightGBM_Ranker,TP53,AUROC,0.6597484276729559, LIT-PCBA,LightGBM_Ranker,TP53,BEDROC,0.11308953137063327, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 5%,2.472560975609756, LIT-PCBA,LightGBM_Ranker,TP53,RIE,1.868896574912102, LIT-PCBA,LightGBM_Ranker,TP53,AUPRC,0.042584646228393364, LIT-PCBA,LightGBM_Ranker,TP53,accuracy,0.5129469790382244, LIT-PCBA,LightGBM_Ranker,TP53,F1 score,0.06175771971496437, LIT-PCBA,LightGBM_Ranker,TP53,recall,0.8125, LIT-PCBA,LightGBM_Ranker,TP53,precision,0.03209876543209877, LIT-PCBA,LightGBM_Ranker,TP53,MCC,0.08884085678974628, LIT-PCBA,RandomForest,VDR,AUROC,0.723145684619621, LIT-PCBA,RandomForest,VDR,BEDROC,0.32685789374464913, LIT-PCBA,RandomForest,VDR,Enrichment factor 1%,17.563914798830574, LIT-PCBA,RandomForest,VDR,Enrichment factor 5%,6.908667428189341, LIT-PCBA,RandomForest,VDR,RIE,6.3746170826311275, LIT-PCBA,RandomForest,VDR,AUPRC,0.01877848926807421, LIT-PCBA,RandomForest,VDR,accuracy,0.9974408483511095, LIT-PCBA,RandomForest,VDR,F1 score,0.011834319526627219, LIT-PCBA,RandomForest,VDR,recall,0.006060606060606061, LIT-PCBA,RandomForest,VDR,precision,0.25, LIT-PCBA,RandomForest,VDR,MCC,0.03858124806078885, LIT-PCBA,LogisticRegression,VDR,AUROC,0.8089326690884509, LIT-PCBA,LogisticRegression,VDR,BEDROC,0.2986673885065833, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 1%,13.93000139217597, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 5%,6.30264396957624, LIT-PCBA,LogisticRegression,VDR,RIE,5.824825633485396, LIT-PCBA,LogisticRegression,VDR,AUPRC,0.02553979815415676, LIT-PCBA,LogisticRegression,VDR,accuracy,0.9974714968738507, LIT-PCBA,LogisticRegression,VDR,F1 score,0.0, LIT-PCBA,LogisticRegression,VDR,recall,0.0, LIT-PCBA,LogisticRegression,VDR,precision,0.0, LIT-PCBA,LogisticRegression,VDR,MCC,0.0, LIT-PCBA,SimilaritySearch_Mean,VDR,AUROC,0.38587106256369286, LIT-PCBA,SimilaritySearch_Mean,VDR,BEDROC,0.044376928835730856, LIT-PCBA,SimilaritySearch_Mean,VDR,Enrichment factor 1%,1.211304468884867, LIT-PCBA,SimilaritySearch_Mean,VDR,Enrichment factor 5%,0.7272281503357201, LIT-PCBA,SimilaritySearch_Mean,VDR,RIE,0.865470732048931, LIT-PCBA,SimilaritySearch_Mean,VDR,AUPRC,0.002111530655766503, LIT-PCBA,SimilaritySearch_Max,VDR,AUROC,0.5487620827345213, LIT-PCBA,SimilaritySearch_Max,VDR,BEDROC,0.12439053709172607, LIT-PCBA,SimilaritySearch_Max,VDR,Enrichment factor 1%,6.662174578866768, LIT-PCBA,SimilaritySearch_Max,VDR,Enrichment factor 5%,2.4240938344524, LIT-PCBA,SimilaritySearch_Max,VDR,RIE,2.425953499666781, LIT-PCBA,SimilaritySearch_Max,VDR,AUPRC,0.005766730245887978, LIT-PCBA,LightGBM_Ranker,VDR,AUROC,0.6777122285210961, LIT-PCBA,LightGBM_Ranker,VDR,BEDROC,0.17116049869350017, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 1%,5.450870109981902, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 5%,4.12095951856908, LIT-PCBA,LightGBM_Ranker,VDR,RIE,3.3380948305290663, LIT-PCBA,LightGBM_Ranker,VDR,AUPRC,0.006785215132251039, LIT-PCBA,LightGBM_Ranker,VDR,accuracy,0.5011646438641657, LIT-PCBA,LightGBM_Ranker,VDR,F1 score,0.007318858258111734, LIT-PCBA,LightGBM_Ranker,VDR,recall,0.7272727272727273, LIT-PCBA,LightGBM_Ranker,VDR,precision,0.0036779354522328135, LIT-PCBA,LightGBM_Ranker,VDR,MCC,0.022886959532222625, WELQRATE,RandomForest,AID1798,AUROC,0.6008531339578169,1.0 WELQRATE,RandomForest,AID1798,BEDROC,0.16967343274834357,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.4731121281464534,1.0 WELQRATE,RandomForest,AID1798,RIE,3.3299920003850056,1.0 WELQRATE,RandomForest,AID1798,AUPRC,0.010687040651789322,1.0 WELQRATE,RandomForest,AID1798,accuracy,0.9980233898863449,1.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,1.0 WELQRATE,RandomForest,AID1798,recall,0.0,1.0 WELQRATE,RandomForest,AID1798,precision,0.0,1.0 WELQRATE,RandomForest,AID1798,MCC,-0.00039536962038516676,1.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6211016119137395,1.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.20265729966448476,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.3413901601830664,1.0 WELQRATE,LogisticRegression,AID1798,RIE,3.9773297114669743,1.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.00909393764401701,1.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9981057486410806,1.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,1.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,1.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5479860944187531,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.1710574736768634,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,3.4731121281464534,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,3.3571550340277754,1.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.008422024662257107,1.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5969336686553992,1.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.14576212825862941,1.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.60483409610984,1.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.860711392483304,1.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.013275430747292882,1.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6340134248413378,1.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.11433591659302864,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,4.327156094084105,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,1.7365560640732267,1.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.2439440504579182,1.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0063547727845063365,1.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5004117937736782,1.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.004594683295044306,1.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6086956521739131,1.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0023060451325975953,1.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.00947049531544447,1.0 WELQRATE,RandomForest,AID1798,AUROC,0.649762743910274,2.0 WELQRATE,RandomForest,AID1798,BEDROC,0.28588809724564657,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,11.058287795992713,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,6.102065058479532,2.0 WELQRATE,RandomForest,AID1798,RIE,5.551536987000064,2.0 WELQRATE,RandomForest,AID1798,AUPRC,0.04302518932412823,2.0 WELQRATE,RandomForest,AID1798,accuracy,0.9969527260747818,2.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,2.0 WELQRATE,RandomForest,AID1798,recall,0.0,2.0 WELQRATE,RandomForest,AID1798,precision,0.0,2.0 WELQRATE,RandomForest,AID1798,MCC,-0.0004949071019830927,2.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6840776841602878,2.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.26291696401457754,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,13.822859744990893,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,6.656798245614035,2.0 WELQRATE,LogisticRegression,AID1798,RIE,5.105470515472811,2.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.03890249623867069,2.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9970350848295174,2.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,2.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,2.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5861808653193091,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.15145628994174443,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,5.529143897996357,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,3.3283991228070176,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.9410640363674627,2.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.007021694579125306,2.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.6296418672100152,2.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.21464167027181072,2.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,8.293715846994536,2.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,5.547331871345029,2.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,4.168033527703637,2.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.025483512564671917,2.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.641822466361951,2.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.22582842276340093,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,13.822859744990893,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,4.9925986842105265,2.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,4.385264221617475,2.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.021087154646553863,2.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5008235875473562,2.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.007532339937776323,2.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6388888888888888,2.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0037885027178389064,2.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.015147759974006567,2.0 WELQRATE,RandomForest,AID1798,AUROC,0.5871548663874947,3.0 WELQRATE,RandomForest,AID1798,BEDROC,0.13958538485048358,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.443171506352087,3.0 WELQRATE,RandomForest,AID1798,RIE,2.7260796067845496,3.0 WELQRATE,RandomForest,AID1798,AUPRC,0.0038411380342002026,3.0 WELQRATE,RandomForest,AID1798,accuracy,0.9975292373579312,3.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,3.0 WELQRATE,RandomForest,AID1798,recall,0.0,3.0 WELQRATE,RandomForest,AID1798,precision,0.0,3.0 WELQRATE,RandomForest,AID1798,MCC,-0.0004440643519157626,3.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6138659804086234,3.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.12646676779909316,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,6.863764838892029,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,2.0659029038112524,3.0 WELQRATE,LogisticRegression,AID1798,RIE,2.4698751775213847,3.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.01359681744643467,3.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9976115961126668,3.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,3.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,3.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5176086108683461,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.07018132443234748,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,1.377268602540835,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,1.3706297435621038,3.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.003108628107485659,3.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5064180119962309,3.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.08703529852433756,3.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,0.0,3.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.0659029038112524,3.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,1.699785080297604,3.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.00326890515074982,3.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.5256407336660243,3.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.1072617470895007,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,3.443171506352087,3.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.0948042877611797,3.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.003620750049012004,3.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.4997529237357931,3.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.0042622950819672135,3.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.4482758620689655,3.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0021413276231263384,3.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,-0.005061699948849124,3.0 WELQRATE,RandomForest,AID1798,AUROC,0.7128918204152277,4.0 WELQRATE,RandomForest,AID1798,BEDROC,0.21795103988067455,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.131805807622505,4.0 WELQRATE,RandomForest,AID1798,RIE,4.256547936044619,4.0 WELQRATE,RandomForest,AID1798,AUPRC,0.013390514909031195,4.0 WELQRATE,RandomForest,AID1798,accuracy,0.9976115961126668,4.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,4.0 WELQRATE,RandomForest,AID1798,recall,0.0,4.0 WELQRATE,RandomForest,AID1798,precision,0.0,4.0 WELQRATE,RandomForest,AID1798,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.7298001292427344,4.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.18730840210715946,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,13.727529677784059,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.443171506352087,4.0 WELQRATE,LogisticRegression,AID1798,RIE,3.6581022697730177,4.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.01891718821245677,4.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9976115961126668,4.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,4.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,4.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5687420468746889,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.1626939162573999,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,3.4318824194460147,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,4.131805807622505,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,3.1773854172237237,4.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.006678897075645898,4.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5962716033215952,4.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.14524202707685951,4.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,3.443171506352087,4.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.836552897336236,4.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.016829964056564395,4.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6779550041704979,4.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.0966710725850475,4.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,4.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.0659029038112524,4.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,1.8879701598728436,4.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0045258919181215725,4.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5010706638115632,4.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006885245901639345,4.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.7241379310344828,4.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0034590676988963927,4.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.021934033111679536,4.0 WELQRATE,RandomForest,AID1798,AUROC,0.5878674213246703,5.0 WELQRATE,RandomForest,AID1798,BEDROC,0.20612006530841662,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,5.3797075764288875,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.857663584637269,5.0 WELQRATE,RandomForest,AID1798,RIE,3.9992940817151115,5.0 WELQRATE,RandomForest,AID1798,AUPRC,0.019910980397629292,5.0 WELQRATE,RandomForest,AID1798,accuracy,0.9968703673200461,5.0 WELQRATE,RandomForest,AID1798,F1 score,0.0,5.0 WELQRATE,RandomForest,AID1798,recall,0.0,5.0 WELQRATE,RandomForest,AID1798,precision,0.0,5.0 WELQRATE,RandomForest,AID1798,MCC,-0.0005017544531272127,5.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.6659008450830013,5.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.15877822202086866,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.759415152857775,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.238442389758179,5.0 WELQRATE,LogisticRegression,AID1798,RIE,3.080732604540134,5.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.019537572098284398,5.0 WELQRATE,LogisticRegression,AID1798,accuracy,0.9969527260747818,5.0 WELQRATE,LogisticRegression,AID1798,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID1798,recall,0.0,5.0 WELQRATE,LogisticRegression,AID1798,precision,0.0,5.0 WELQRATE,LogisticRegression,AID1798,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5756165087020106,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.10923389628461984,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,2.6898537882144438,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,2.6987019914651493,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.1194369330237475,5.0 WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.005101370110407012,5.0 WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5056208624981859,5.0 WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.11348377375403365,5.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,2.6898537882144438,5.0 WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.6987019914651493,5.0 WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.2018962006616047,5.0 WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.013263344135837943,5.0 WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6364345758397802,5.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.1347846779712114,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,5.3797075764288875,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,3.238442389758179,5.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.615192107288035,5.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.011389048429368076,5.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5014000988305057,5.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.008840864440078585,5.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.7297297297297297,5.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.004447372755723934,5.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.025401868442062627,5.0 WELQRATE,RandomForest,AID1843,AUROC,0.6381051864447953,1.0 WELQRATE,RandomForest,AID1843,BEDROC,0.371978873405162,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,19.984748700173313,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.199500520291363,1.0 WELQRATE,RandomForest,AID1843,RIE,7.407412087016891,1.0 WELQRATE,RandomForest,AID1843,AUPRC,0.002206319757262812,1.0 WELQRATE,RandomForest,AID1843,accuracy,0.9995663937838213,1.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,1.0 WELQRATE,RandomForest,AID1843,recall,0.0,1.0 WELQRATE,RandomForest,AID1843,precision,0.0,1.0 WELQRATE,RandomForest,AID1843,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8127764571150944,1.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.36356534919515826,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,19.984748700173313,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,8.799389524800555,1.0 WELQRATE,LogisticRegression,AID1843,RIE,7.239869129513041,1.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.008040884247127292,1.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9995663937838213,1.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,1.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,1.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6353983099373601,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.17361271195975223,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,7.993899480069324,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,3.1997780090183836,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,3.4572417983602266,1.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0017815555552621438,1.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7244503826065832,1.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.21600555453179582,1.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,11.990849220103987,1.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,5.599611515782171,1.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.301432894057113,1.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.0018979715421686507,1.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7857833457687702,1.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.22974808670620944,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,11.990849220103987,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,4.799667013527575,1.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,4.575095205666728,1.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.004761313561429538,1.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003295407242958,1.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0015249714067861228,1.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.88,1.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0007631469404745387,1.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.015829074346360078,1.0 WELQRATE,RandomForest,AID1843,AUROC,0.6150049681617801,2.0 WELQRATE,RandomForest,AID1843,BEDROC,0.337140622226976,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,16.11673282272041,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,6.451165340762871,2.0 WELQRATE,RandomForest,AID1843,RIE,6.706687894750889,2.0 WELQRATE,RandomForest,AID1843,AUPRC,0.003067561584099415,2.0 WELQRATE,RandomForest,AID1843,accuracy,0.9994449840432913,2.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,2.0 WELQRATE,RandomForest,AID1843,recall,0.0,2.0 WELQRATE,RandomForest,AID1843,precision,0.0,2.0 WELQRATE,RandomForest,AID1843,MCC,-9.65954988091982e-05,2.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.7953959834861102,2.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.26872305754574066,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,9.670039693632248,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,5.806048806686584,2.0 WELQRATE,LogisticRegression,AID1843,RIE,5.345667537816692,2.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.015954171775680343,2.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9994623282919384,2.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,2.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,2.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.567980687145756,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.11825091811599646,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,3.2233465645440824,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.580466136305148,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.352347827162168,2.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0015750716031608521,2.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.6040223917150654,2.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.17645342037521686,2.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,3.2233465645440824,2.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,4.515815738534009,2.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,3.5101614787935524,2.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.0014872313562299345,2.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.6865702889930725,2.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.15217092607921312,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,9.670039693632248,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,2.580466136305148,2.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,3.02711346023314,2.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.0026838178940530363,2.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5004336062161787,2.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0016637204949568473,2.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7741935483870968,2.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0008327550312283137,2.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01272571927141158,2.0 WELQRATE,RandomForest,AID1843,AUROC,0.6552429229819893,3.0 WELQRATE,RandomForest,AID1843,BEDROC,0.4130332722128732,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,30.53225495859811,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.777238216364127,3.0 WELQRATE,RandomForest,AID1843,RIE,8.209300507948452,3.0 WELQRATE,RandomForest,AID1843,AUPRC,0.018682644027247675,3.0 WELQRATE,RandomForest,AID1843,accuracy,0.9993756070487027,3.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,3.0 WELQRATE,RandomForest,AID1843,recall,0.0,3.0 WELQRATE,RandomForest,AID1843,precision,0.0,3.0 WELQRATE,RandomForest,AID1843,MCC,0.0,3.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.9315428670600485,3.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.5085354592781475,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,24.980935875216637,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,11.11034030909161,3.0 WELQRATE,LogisticRegression,AID1843,RIE,10.107467560261606,3.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.051861691720356255,3.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9993756070487027,3.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,3.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,3.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.7150762659570365,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.1334874549892866,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,2.7756595416907377,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.7775850772729025,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.653148589635906,3.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0036834182593224116,3.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7901341162405028,3.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.33630496438932295,3.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,22.2052763335259,3.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,7.221721200909546,3.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,6.684276313572044,3.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.007512127561140251,3.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7670916252072968,3.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.3078377239418716,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,16.653957250144426,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,7.221721200909546,3.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,6.118471701676653,3.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.010640549823437175,3.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.500346884972943,3.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0019401330376940134,3.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7777777777777778,3.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.000971277924240322,3.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.013886478251208857,3.0 WELQRATE,RandomForest,AID1843,AUROC,0.6591380866425992,4.0 WELQRATE,RandomForest,AID1843,BEDROC,0.41103641471831576,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,24.980935875216637,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.999445022545959,4.0 WELQRATE,RandomForest,AID1843,RIE,8.163958265847125,4.0 WELQRATE,RandomForest,AID1843,AUPRC,0.006727933831163691,4.0 WELQRATE,RandomForest,AID1843,accuracy,0.9992888858054669,4.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,4.0 WELQRATE,RandomForest,AID1843,recall,0.0,4.0 WELQRATE,RandomForest,AID1843,precision,0.0,4.0 WELQRATE,RandomForest,AID1843,MCC,-0.00010973368292667807,4.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8358719800055541,4.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.3274475334219762,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,14.988561525129985,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,6.999514394727714,4.0 WELQRATE,LogisticRegression,AID1843,RIE,6.5037254726285,4.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.019274113818257676,4.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.999306230054114,4.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,4.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,4.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6281827096639822,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.1256642071080369,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,4.996187175043327,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.499826569545612,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.4959281403078584,4.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0014849396136741226,4.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.74042995869203,4.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.24210188525740037,4.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,14.988561525129985,4.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,5.4996184530003465,4.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.808599976942119,4.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.005048913819550016,4.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.6883079352957512,4.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.24104977192815438,4.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,17.486655112651647,4.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,5.4996184530003465,4.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,4.787703022415308,4.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.0074994147884847335,4.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002428194810601,4.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.001870583344880144,4.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.675,4.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009365894269460247,4.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.009222029093718335,4.0 WELQRATE,RandomForest,AID1843,AUROC,0.6430215174527145,5.0 WELQRATE,RandomForest,AID1843,BEDROC,0.38326518342192867,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,19.98474870017331,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.4280560923641055,5.0 WELQRATE,RandomForest,AID1843,RIE,7.618959328163893,5.0 WELQRATE,RandomForest,AID1843,AUPRC,0.006863481151496114,5.0 WELQRATE,RandomForest,AID1843,accuracy,0.9993756070487027,5.0 WELQRATE,RandomForest,AID1843,F1 score,0.0,5.0 WELQRATE,RandomForest,AID1843,recall,0.0,5.0 WELQRATE,RandomForest,AID1843,precision,0.0,5.0 WELQRATE,RandomForest,AID1843,MCC,-0.00010264200771063996,5.0 WELQRATE,LogisticRegression,AID1843,AUROC,0.8338834799812568,5.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.42532205478719715,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,31.40460510027234,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.142222882909667,5.0 WELQRATE,LogisticRegression,AID1843,RIE,8.45501124343731,5.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.03466295843788817,5.0 WELQRATE,LogisticRegression,AID1843,accuracy,0.9993929512973498,5.0 WELQRATE,LogisticRegression,AID1843,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID1843,recall,0.0,5.0 WELQRATE,LogisticRegression,AID1843,precision,0.0,5.0 WELQRATE,LogisticRegression,AID1843,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6443052756063637,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.18400395107472325,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,5.709928200049517,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,4.571111441454834,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,RIE,3.657829326439649,5.0 WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0020637875106973803,5.0 WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7389743818597881,5.0 WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.2425239900618881,5.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,11.419856400099034,5.0 WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,5.713889301818543,5.0 WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.821153869822069,5.0 WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.003943044210619023,5.0 WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.8097114891148316,5.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.46411378798116065,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,34.25956920029711,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,10.856389673455231,5.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,9.22615521541549,5.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.07230005613501045,5.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5005029832107674,5.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.002009910940153169,5.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.8285714285714286,5.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.001006175837901603,5.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.016200967698928724,5.0 WELQRATE,RandomForest,AID2258,AUROC,0.6486330823162814,1.0 WELQRATE,RandomForest,AID2258,BEDROC,0.3346486963929617,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,15.97651122625216,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,8.399273607748185,1.0 WELQRATE,RandomForest,AID2258,RIE,6.635423577757115,1.0 WELQRATE,RandomForest,AID2258,AUPRC,0.01325518046368691,1.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991351725330796,1.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,1.0 WELQRATE,RandomForest,AID2258,recall,0.0,1.0 WELQRATE,RandomForest,AID2258,precision,0.0,1.0 WELQRATE,RandomForest,AID2258,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7727073487405869,1.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.34561586011500334,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,19.9706390328152,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.399273607748185,1.0 WELQRATE,LogisticRegression,AID2258,RIE,6.8528808010205005,1.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.01035788548580949,1.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991351725330796,1.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,1.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,1.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5479961914654202,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.11416193540415281,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,1.99706390328152,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.7997578692493947,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.2636060298343197,1.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.0016590113098313307,1.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.6771986497013762,1.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.23421424182320227,1.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,11.98238341968912,1.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,5.5995157384987895,1.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,4.644006456225655,1.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.009145116991011355,1.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6587282956807755,1.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.21688169194355836,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,13.979447322970639,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.799584918713248,1.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,4.300336181537731,1.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.005115223639162101,1.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500423765458791,1.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0025555133473771454,1.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.74,1.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012799667900508527,1.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.014122432253376432,1.0 WELQRATE,RandomForest,AID2258,AUROC,0.7402647344988613,2.0 WELQRATE,RandomForest,AID2258,BEDROC,0.45650169422062586,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,30.567304642064077,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.835711109071786,2.0 WELQRATE,RandomForest,AID2258,RIE,9.053089431379206,2.0 WELQRATE,RandomForest,AID2258,AUPRC,0.08014219417937504,2.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991697656317564,2.0 WELQRATE,RandomForest,AID2258,F1 score,0.04,2.0 WELQRATE,RandomForest,AID2258,recall,0.02040816326530612,2.0 WELQRATE,RandomForest,AID2258,precision,1.0,2.0 WELQRATE,RandomForest,AID2258,MCC,0.14279782706225042,2.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7683705618798431,2.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.28487791075524077,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,4.075640618941877,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.530047508453398,2.0 WELQRATE,LogisticRegression,AID2258,RIE,5.649541377124409,2.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.0045511065618849935,2.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991524690824181,2.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,2.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,2.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.533128377896185,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.12959794402114935,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,6.113460928412816,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.040639846391687,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.5701148665839244,2.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.0029955482717655166,2.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7446109108740612,2.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.3484290149996311,2.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,16.30256247576751,2.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,8.162559385566748,2.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.909851765517426,2.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.044294277221730426,2.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6980997225258555,2.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.13707115851843865,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,2.0378203094709386,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.265023754226699,2.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.7183195276611456,2.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.0019201879665845512,2.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500510248205483,2.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0026937422295897225,2.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.7959183673469388,2.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0013491541841076555,2.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.017237588231686897,2.0 WELQRATE,RandomForest,AID2258,AUROC,0.6885607835199269,3.0 WELQRATE,RandomForest,AID2258,BEDROC,0.4210324047747005,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,30.724060050484923,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.614553122422372,3.0 WELQRATE,RandomForest,AID2258,RIE,8.345363190788047,3.0 WELQRATE,RandomForest,AID2258,AUPRC,0.04281289199452504,3.0 WELQRATE,RandomForest,AID2258,accuracy,0.9990832828850644,3.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,3.0 WELQRATE,RandomForest,AID2258,recall,0.0,3.0 WELQRATE,RandomForest,AID2258,precision,0.0,3.0 WELQRATE,RandomForest,AID2258,MCC,-0.00012478439919672496,3.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.8022363264213583,3.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.37511692720952206,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,23.043045037863692,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.691642497937897,3.0 WELQRATE,LogisticRegression,AID2258,RIE,7.435263801514113,3.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.01068291483660414,3.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991005794344029,3.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,3.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,3.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.6045445647266883,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.17789024900502254,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,7.681015012621231,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,3.8458212489689485,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,3.5259964062737637,3.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.005514110476590135,3.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7442402243118099,3.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.30355714263257977,3.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,17.28228377839777,3.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.537896123247212,3.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.016863739190893,3.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.016403397865497528,3.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6085722960798701,3.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.20130545549001466,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,11.521522518931846,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.999567623659633,3.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.9901136550046292,3.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.005846932555482395,3.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5001816137680533,3.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0021409579060050416,3.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.5961538461538461,3.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0010724046078804442,3.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.005770487670362981,3.0 WELQRATE,RandomForest,AID2258,AUROC,0.6829275578384529,4.0 WELQRATE,RandomForest,AID2258,BEDROC,0.37440466904897884,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,23.494869450370825,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.803073771881634,4.0 WELQRATE,RandomForest,AID2258,RIE,7.422425898648618,4.0 WELQRATE,RandomForest,AID2258,AUPRC,0.0501418811100632,4.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991178759837412,4.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,4.0 WELQRATE,RandomForest,AID2258,recall,0.0,4.0 WELQRATE,RandomForest,AID2258,precision,0.0,4.0 WELQRATE,RandomForest,AID2258,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.7961675702758079,4.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.26429697494038173,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,5.873717362592706,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.273967214004245,4.0 WELQRATE,LogisticRegression,AID2258,RIE,5.239584007577103,4.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.0042260830855932905,4.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9991178759837412,4.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,4.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,4.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5623116915210098,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.12518633137074725,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,1.9579057875309018,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.352737705251592,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.481770007964816,4.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.0016048204090593752,4.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7709091149790016,4.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.30021262253092773,4.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,17.621152087778118,4.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.273967214004245,4.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,5.951597647861704,4.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.014037150693654849,4.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6085247477565917,4.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.12253721880799316,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,5.873717362592706,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.1369836070021226,4.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.4292523894372664,4.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.014743357385173895,4.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5001989103173917,4.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0021410318392154153,4.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.6078431372549019,4.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0010724046078804442,4.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.00640934712917021,4.0 WELQRATE,RandomForest,AID2258,AUROC,0.737183197176445,5.0 WELQRATE,RandomForest,AID2258,BEDROC,0.45233191191310046,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,28.529484332593142,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.784695112911992,5.0 WELQRATE,RandomForest,AID2258,RIE,8.959575036448229,5.0 WELQRATE,RandomForest,AID2258,AUPRC,0.0825904451983468,5.0 WELQRATE,RandomForest,AID2258,accuracy,0.9990659863357261,5.0 WELQRATE,RandomForest,AID2258,F1 score,0.06896551724137931,5.0 WELQRATE,RandomForest,AID2258,recall,0.03571428571428571,5.0 WELQRATE,RandomForest,AID2258,precision,1.0,5.0 WELQRATE,RandomForest,AID2258,MCC,0.18889395683672638,5.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.8039581957542794,5.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.38298514691928737,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,21.397113249444857,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.570687354845086,5.0 WELQRATE,LogisticRegression,AID2258,RIE,7.585987356148064,5.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.018780863736903283,5.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9990313932370493,5.0 WELQRATE,LogisticRegression,AID2258,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID2258,recall,0.0,5.0 WELQRATE,LogisticRegression,AID2258,precision,0.0,5.0 WELQRATE,LogisticRegression,AID2258,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5396589399796692,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.13797050838585562,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,3.566185541574143,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,3.214007758066907,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.7328541348255464,5.0 WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.008648900346807452,5.0 WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7283028557083249,5.0 WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.3044739318017732,5.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,21.397113249444857,5.0 WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,7.142239462370904,5.0 WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.030874614256863,5.0 WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.07317384673363488,5.0 WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.618513224902489,5.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.20095279056469417,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,10.698556624722428,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.642455650541088,5.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.9803771719240983,5.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.00394113549550381,5.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003545792614373,5.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002624037565169354,5.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.6785714285714286,5.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.001314560487079254,5.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.011121085559165973,5.0 WELQRATE,RandomForest,AID2689,AUROC,0.598001260697449,1.0 WELQRATE,RandomForest,AID2689,BEDROC,0.42621274954811283,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,24.997947454844006,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,4.999589490968801,1.0 WELQRATE,RandomForest,AID2689,RIE,8.501896958576907,1.0 WELQRATE,RandomForest,AID2689,AUPRC,0.015114202744025846,1.0 WELQRATE,RandomForest,AID2689,accuracy,0.9997372526480006,1.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,1.0 WELQRATE,RandomForest,AID2689,recall,0.0,1.0 WELQRATE,RandomForest,AID2689,precision,0.0,1.0 WELQRATE,RandomForest,AID2689,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.8740421573941753,1.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.30626978271136857,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,12.498973727422003,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,6.2494868637110015,1.0 WELQRATE,LogisticRegression,AID2689,RIE,6.109329535205021,1.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.0022171683855452965,1.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.9997372526480006,1.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,1.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,1.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.5942330278092609,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.11023008183431252,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,6.2494868637110015,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,2.198819278739326,1.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0005571808831404685,1.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.6216809162436965,1.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.2870593195413692,1.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,18.748460591133004,1.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,6.2494868637110015,1.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,5.726128005506446,1.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.008519783175627746,1.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.6243326927183429,1.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.09564433803556212,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,6.2494868637110015,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,1.907869535049578,1.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0005404262523908979,1.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5000738976927498,1.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0006565341561894758,1.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.625,1.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0003284395835386081,1.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.004053169552002237,1.0 WELQRATE,RandomForest,AID2689,AUROC,0.6323348118942007,2.0 WELQRATE,RandomForest,AID2689,BEDROC,0.45483712250141584,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,27.99770114942529,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,6.3994745484400655,2.0 WELQRATE,RandomForest,AID2689,RIE,9.059498480553247,2.0 WELQRATE,RandomForest,AID2689,AUPRC,0.028308402937682595,2.0 WELQRATE,RandomForest,AID2689,accuracy,0.999589457262501,2.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,2.0 WELQRATE,RandomForest,AID2689,recall,0.0,2.0 WELQRATE,RandomForest,AID2689,precision,0.0,2.0 WELQRATE,RandomForest,AID2689,MCC,0.0,2.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.8191582060128142,2.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.3465301908390765,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,19.998357963875204,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,7.999343185550082,2.0 WELQRATE,LogisticRegression,AID2689,RIE,6.902228482561451,2.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.00711362972797019,2.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.999589457262501,2.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,2.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,2.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.7534299326433382,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.2627903197743074,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,7.999343185550082,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,7.199408866995074,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,5.23428804042128,2.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0020351732387666284,2.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7523670116642023,2.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.38581839906513526,2.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,27.99770114942529,2.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,8.79927750410509,2.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,7.684775560389918,2.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.01211267452948825,2.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.6975745030392639,2.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.1960375269089659,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,15.998686371100163,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,4.799605911330049,2.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,3.904698187580539,2.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.003312431600633163,2.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002381147877494,2.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.001247087394571888,2.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.76,2.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006240557051829469,2.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.010539326067702283,2.0 WELQRATE,RandomForest,AID2689,AUROC,0.6923272548053228,3.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5238224627444255,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,27.99770114942529,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,8.79927750410509,3.0 WELQRATE,RandomForest,AID2689,RIE,10.433556470409943,3.0 WELQRATE,RandomForest,AID2689,AUPRC,0.03680034737806428,3.0 WELQRATE,RandomForest,AID2689,accuracy,0.999589457262501,3.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,3.0 WELQRATE,RandomForest,AID2689,recall,0.0,3.0 WELQRATE,RandomForest,AID2689,precision,0.0,3.0 WELQRATE,RandomForest,AID2689,MCC,0.0,3.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9285427961228848,3.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.6107959326265218,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,39.99671592775041,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,15.198752052545155,3.0 WELQRATE,LogisticRegression,AID2689,RIE,12.165904107981609,3.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.0114240389068599,3.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.999589457262501,3.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,3.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,3.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.6120321997700017,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.16692287014499,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,11.999014778325122,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,2.3998029556650247,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.3247890850443635,3.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.001405862300134192,3.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.746977493017907,3.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.4475198109712604,3.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,35.99704433497537,3.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,10.399146141215105,3.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,8.913751422745564,3.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.02382324577295013,3.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.8631095777887301,3.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.2969721134457035,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,11.999014778325122,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,6.3994745484400655,3.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,5.9151249622421345,3.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.009240613123834418,3.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003859101732491,3.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0015752165922814387,3.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.96,3.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0007882550004926594,3.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01864506633459401,3.0 WELQRATE,RandomForest,AID2689,AUROC,0.7711721646323099,4.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6333250097002547,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,49.99589490968801,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,11.665708812260535,4.0 WELQRATE,RandomForest,AID2689,RIE,12.61670980333867,4.0 WELQRATE,RandomForest,AID2689,AUPRC,0.022119892195533928,4.0 WELQRATE,RandomForest,AID2689,accuracy,0.999605878972001,4.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,4.0 WELQRATE,RandomForest,AID2689,recall,0.0,4.0 WELQRATE,RandomForest,AID2689,precision,0.0,4.0 WELQRATE,RandomForest,AID2689,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9027937496235208,4.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5837869868321813,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,37.496921182266014,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,14.998768472906404,4.0 WELQRATE,LogisticRegression,AID2689,RIE,11.62984390173269,4.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.01593532817502436,4.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.999605878972001,4.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,4.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,4.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.7337511568179702,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.18442702305703057,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.166324575807335,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.6740413101379956,4.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0012553134587877535,4.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.8157647593544819,4.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.5023134242787245,4.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,24.997947454844006,4.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,13.33223864258347,4.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,10.006777898866691,4.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.009282855364208734,4.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7915105989168351,4.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.3746704310666459,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,20.831622879036672,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,9.165914066776136,4.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,7.4639530082692165,4.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.004090027087428452,4.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002381147877494,4.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.001247087394571888,4.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.7916666666666666,4.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006240352087233553,4.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.011583223134863338,4.0 WELQRATE,RandomForest,AID2689,AUROC,0.7105116180951097,5.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5423050511317243,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,36.839080459770116,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,9.472906403940886,5.0 WELQRATE,RandomForest,AID2689,RIE,10.812330157817476,5.0 WELQRATE,RandomForest,AID2689,AUPRC,0.015224977127955515,5.0 WELQRATE,RandomForest,AID2689,accuracy,0.9996879875195008,5.0 WELQRATE,RandomForest,AID2689,F1 score,0.0,5.0 WELQRATE,RandomForest,AID2689,recall,0.0,5.0 WELQRATE,RandomForest,AID2689,precision,0.0,5.0 WELQRATE,RandomForest,AID2689,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID2689,AUROC,0.9277573739197194,5.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5086420750272841,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,26.313628899835795,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,12.630541871921181,5.0 WELQRATE,LogisticRegression,AID2689,RIE,10.141166926746097,5.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.05976661820252004,5.0 WELQRATE,LogisticRegression,AID2689,accuracy,0.9996879875195008,5.0 WELQRATE,LogisticRegression,AID2689,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID2689,recall,0.0,5.0 WELQRATE,LogisticRegression,AID2689,precision,0.0,5.0 WELQRATE,LogisticRegression,AID2689,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.6143696764086444,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.1379737835171094,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.210180623973727,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,RIE,2.7508836845920404,5.0 WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0006737311484666341,5.0 WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7690793364250366,5.0 WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.371811677652192,5.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,21.050903119868636,5.0 WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,9.472906403940886,5.0 WELQRATE,SimilaritySearch_Max,AID2689,RIE,7.413079804379801,5.0 WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.00817980858560556,5.0 WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.8266169192940956,5.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.2596582183310477,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,5.262725779967159,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,7.3678160919540225,5.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,5.176994738689989,5.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0018908579844688768,5.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002873799162493,5.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011816451125845205,5.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.9473684210526315,5.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005911912503694946,5.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.015807276048338398,5.0 WELQRATE,RandomForest,AID435008,AUROC,0.6018909846574676,1.0 WELQRATE,RandomForest,AID435008,BEDROC,0.34192530531313214,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,21.02939166097061,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,5.788721071446898,1.0 WELQRATE,RandomForest,AID435008,RIE,6.796447276595931,1.0 WELQRATE,RandomForest,AID435008,AUPRC,0.027644553509776452,1.0 WELQRATE,RandomForest,AID435008,accuracy,0.9993824351556914,1.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,1.0 WELQRATE,RandomForest,AID435008,recall,0.0,1.0 WELQRATE,RandomForest,AID435008,precision,0.0,1.0 WELQRATE,RandomForest,AID435008,MCC,0.0,1.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8266377721061361,1.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.30728533897401517,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,10.514695830485305,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.419957922104578,1.0 WELQRATE,LogisticRegression,AID435008,RIE,6.107908874226319,1.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.003972836024058936,1.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.9993824351556914,1.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,1.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,1.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.5279950290400603,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.05518530839762089,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.0524947402630722,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.0969180842501256,1.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0007309922771261449,1.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6482224196455623,1.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.22808598014902978,1.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,18.400717703349283,1.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,5.262473701315361,1.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,4.5336636956889125,1.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.01257429229784755,1.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5561899064179132,1.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.11048875601524383,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,7.886021872863978,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.1049894805261444,1.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.1961843795862612,1.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.010829281645515998,1.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001300136514334,1.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0014933125568108037,1.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.6052631578947368,1.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0007475784957420529,1.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.005233374535962279,1.0 WELQRATE,RandomForest,AID435008,AUROC,0.6264230249272115,2.0 WELQRATE,RandomForest,AID435008,BEDROC,0.3780074076288307,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,22.197691197691196,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,6.665800021666125,2.0 WELQRATE,RandomForest,AID435008,RIE,7.527071391122777,2.0 WELQRATE,RandomForest,AID435008,AUPRC,0.024327113374524936,2.0 WELQRATE,RandomForest,AID435008,accuracy,0.9995449522199831,2.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,2.0 WELQRATE,RandomForest,AID435008,recall,0.0,2.0 WELQRATE,RandomForest,AID435008,precision,0.0,2.0 WELQRATE,RandomForest,AID435008,MCC,-8.44655635541953e-05,2.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8899866617287965,2.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.4753758016786879,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,22.197691197691196,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,11.850311149628666,2.0 WELQRATE,LogisticRegression,AID435008,RIE,9.465919240211496,2.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.010428017535064168,2.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.9995612039264122,2.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,2.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,2.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.6017613744140042,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.10888159656818493,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,3.6996151996152,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.221933340555375,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,2.1681045004702844,2.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.002235428264867117,2.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.7184131371433217,2.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.27858235050956875,2.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,5.925155574814333,2.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,5.547270244946978,2.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.010966979055978153,2.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6520228707693142,2.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.1290345239835989,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,3.6996151996152,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.9625777874071666,2.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.569399606069017,2.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0009478786415860834,2.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001787687707209,2.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0012340466989250803,2.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7037037037037037,2.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006175648443086524,2.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.008536023295863686,2.0 WELQRATE,RandomForest,AID435008,AUROC,0.662720021502373,3.0 WELQRATE,RandomForest,AID435008,BEDROC,0.40464320974054147,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,23.503437738731858,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.2342235561758,3.0 WELQRATE,RandomForest,AID435008,RIE,8.048310739681236,3.0 WELQRATE,RandomForest,AID435008,AUPRC,0.01618285990146762,3.0 WELQRATE,RandomForest,AID435008,accuracy,0.999447441981408,3.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,3.0 WELQRATE,RandomForest,AID435008,recall,0.0,3.0 WELQRATE,RandomForest,AID435008,precision,0.0,3.0 WELQRATE,RandomForest,AID435008,MCC,0.0,3.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8028749858914589,3.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3066312473698117,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,20.565508021390375,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.646064730734672,3.0 WELQRATE,LogisticRegression,AID435008,RIE,6.09886316138475,3.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.004585405603006017,3.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.999447441981408,3.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,3.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,3.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.5329417695075689,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.038618335557309195,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,0.5881588254411286,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,0.768114656331811,3.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.000602557879593645,3.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.7120384594047057,3.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.3028150920805098,3.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,23.503437738731858,3.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,7.057905905293545,3.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,6.022960235790897,3.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.007304238845038571,3.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5593213935221232,3.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.10878987976486712,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,8.813789152024446,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.7644764763233862,3.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.163819258218256,3.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.030464299751952504,3.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5000650068257168,3.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0012337662337662339,3.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.5588235294117647,3.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006175648443086524,3.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0027662411450833867,3.0 WELQRATE,RandomForest,AID435008,AUROC,0.5553995753790836,4.0 WELQRATE,RandomForest,AID435008,BEDROC,0.26850059789822256,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,9.080873671782763,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,4.090377286022394,4.0 WELQRATE,RandomForest,AID435008,RIE,5.331794786632389,4.0 WELQRATE,RandomForest,AID435008,AUPRC,0.0073229980459898845,4.0 WELQRATE,RandomForest,AID435008,accuracy,0.9992849249171163,4.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,4.0 WELQRATE,RandomForest,AID435008,recall,0.0,4.0 WELQRATE,RandomForest,AID435008,precision,0.0,4.0 WELQRATE,RandomForest,AID435008,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8065076999503229,4.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3163477531958776,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,11.351092089728454,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.180754572044789,4.0 WELQRATE,LogisticRegression,AID435008,RIE,6.281927535615506,4.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.005921320668471375,4.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.9992849249171163,4.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,4.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,4.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.5836985191493389,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.11163805215971367,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,4.540436835891382,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.272431825567997,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,2.2168710076146647,4.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0012521269579966938,4.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6551067614079908,4.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.18071141973499122,4.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,9.080873671782763,4.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,4.090377286022394,4.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,3.5885067549761436,4.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.004795175528637018,4.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5163197031793343,4.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.051250474472444886,4.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.270218417945691,4.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.3634590953407983,4.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.017714760278718,4.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0010367011522220881,4.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5000325034128583,4.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.001493021746186303,4.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.5227272727272727,4.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0007475784957420529,4.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0012159297204371894,4.0 WELQRATE,RandomForest,AID435008,AUROC,0.6673643619209041,5.0 WELQRATE,RandomForest,AID435008,BEDROC,0.4384188654926648,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,26.441367456073337,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.2342235561758,5.0 WELQRATE,RandomForest,AID435008,RIE,8.72010496478101,5.0 WELQRATE,RandomForest,AID435008,AUPRC,0.04957893967894364,5.0 WELQRATE,RandomForest,AID435008,accuracy,0.999447441981408,5.0 WELQRATE,RandomForest,AID435008,F1 score,0.0,5.0 WELQRATE,RandomForest,AID435008,recall,0.0,5.0 WELQRATE,RandomForest,AID435008,precision,0.0,5.0 WELQRATE,RandomForest,AID435008,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8825227219249597,5.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3811809438849185,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,17.627578304048892,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.82238238161693,5.0 WELQRATE,LogisticRegression,AID435008,RIE,7.581648750192779,5.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.006286920940471476,5.0 WELQRATE,LogisticRegression,AID435008,accuracy,0.999447441981408,5.0 WELQRATE,LogisticRegression,AID435008,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID435008,recall,0.0,5.0 WELQRATE,LogisticRegression,AID435008,precision,0.0,5.0 WELQRATE,LogisticRegression,AID435008,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.6094320618748003,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.06440001716919701,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.1763176508822573,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.2809095802064845,5.0 WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0008321506488298508,5.0 WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.7648493590418053,5.0 WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.36513374124595727,5.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,29.37929717341482,5.0 WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,8.2342235561758,5.0 WELQRATE,SimilaritySearch_Max,AID435008,RIE,7.2624715848114,5.0 WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.045252137099910536,5.0 WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5733754134519917,5.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.06591403642976319,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.9379297173414822,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,0.5881588254411286,5.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.311023263369372,5.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0008124332576416083,5.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001300136514334,5.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0013636363636363637,5.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.6176470588235294,5.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006825716700253527,5.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0055324822901667734,5.0 WELQRATE,RandomForest,AID435034,AUROC,0.6815134099616859,1.0 WELQRATE,RandomForest,AID435034,BEDROC,0.2915947625716166,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,11.08631772268136,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.66280353200883,1.0 WELQRATE,RandomForest,AID435034,RIE,5.788635806178717,1.0 WELQRATE,RandomForest,AID435034,AUPRC,0.0036341665304764005,1.0 WELQRATE,RandomForest,AID435034,accuracy,0.999171705458461,1.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,1.0 WELQRATE,RandomForest,AID435034,recall,0.0,1.0 WELQRATE,RandomForest,AID435034,precision,0.0,1.0 WELQRATE,RandomForest,AID435034,MCC,-0.00024859132953212846,1.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.7863984674329502,1.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.20045135551638738,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.44186902133922,1.0 WELQRATE,LogisticRegression,AID435034,RIE,3.97928922828165,1.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.003200598887355041,1.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.999254534912615,1.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,1.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,1.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.8493037135278514,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.3778308994375235,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,8.88373804267844,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,7.5005649974458715,1.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.007982106860418618,1.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6968851311523725,1.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.191303979776877,1.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,11.08631772268136,1.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,4.44186902133922,1.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,3.7976987707185192,1.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.003908246850922445,1.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.6662245800176834,1.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.06069294041739534,1.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,2.22093451066961,1.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,1.2048547599887427,1.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.0014532959478105408,1.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5004555619978465,1.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.002315963606286187,1.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.7777777777777778,1.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0011597084161696488,1.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.015176367420356905,1.0 WELQRATE,RandomForest,AID435034,AUROC,0.6431277954261692,2.0 WELQRATE,RandomForest,AID435034,BEDROC,0.3293860472447154,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,19.005116096025187,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,7.6146326080100915,2.0 WELQRATE,RandomForest,AID435034,RIE,6.474450247583614,2.0 WELQRATE,RandomForest,AID435034,AUPRC,0.03393972236062523,2.0 WELQRATE,RandomForest,AID435034,accuracy,0.9982605814627682,2.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,2.0 WELQRATE,RandomForest,AID435034,recall,0.0,2.0 WELQRATE,RandomForest,AID435034,precision,0.0,2.0 WELQRATE,RandomForest,AID435034,MCC,0.0,2.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.7257795584214436,2.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.23041057374593144,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,5.710974456007569,2.0 WELQRATE,LogisticRegression,AID435034,RIE,4.528976903744775,2.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.05425339191331529,2.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9982605814627682,2.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,2.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,2.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.5979762299875144,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.12502997295422888,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,2.8554872280037844,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,2.457603637715405,2.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.007785947535757149,2.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6639818722045738,2.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.16247347764586928,2.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,9.502558048012594,2.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,2.8554872280037844,2.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,3.1935974925807313,2.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.006350902669684735,2.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7708975392347447,2.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.1984315639695658,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,4.751279024006297,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,4.759145380006307,2.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.900393792363697,2.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.006385444518884058,2.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5014495154476932,2.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.00627373287105828,2.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9047619047619048,2.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0031477799867461894,2.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03379513208574685,2.0 WELQRATE,RandomForest,AID435034,AUROC,0.658364828267741,3.0 WELQRATE,RandomForest,AID435034,BEDROC,0.26409040897322306,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,9.070623591284749,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,3.6342564720048163,3.0 WELQRATE,RandomForest,AID435034,RIE,5.186719248649474,3.0 WELQRATE,RandomForest,AID435034,AUPRC,0.005788530147580587,3.0 WELQRATE,RandomForest,AID435034,accuracy,0.9980949225544604,3.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,3.0 WELQRATE,RandomForest,AID435034,recall,0.0,3.0 WELQRATE,RandomForest,AID435034,precision,0.0,3.0 WELQRATE,RandomForest,AID435034,MCC,-0.0003888751429847333,3.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.7253415408755215,3.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.17017386933606754,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,2.725692354003612,3.0 WELQRATE,LogisticRegression,AID435034,RIE,3.3422042514803265,3.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.008789318746716294,3.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9981777520086142,3.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,3.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,3.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6042463469647936,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.10949018268921881,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,2.725692354003612,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,2.150380420064983,3.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.003200387650676973,3.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6296535180030326,3.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.1047855707159914,3.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,1.8171282360024081,3.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,2.0579821335224238,3.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.0035970101004108475,3.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7517953998536523,3.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.2044854846084506,3.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,6.359948826008429,3.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,4.016082241358589,3.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.00677793632606316,3.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5012010270852315,3.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.005942555298778475,3.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.8181818181818182,3.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.002982107355864811,3.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.027193285220598995,3.0 WELQRATE,RandomForest,AID435034,AUROC,0.6544590037043181,4.0 WELQRATE,RandomForest,AID435034,BEDROC,0.34064855271343464,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,19.955371900826446,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.662803532008829,4.0 WELQRATE,RandomForest,AID435034,RIE,6.729020688768442,4.0 WELQRATE,RandomForest,AID435034,AUPRC,0.07736692091913216,4.0 WELQRATE,RandomForest,AID435034,accuracy,0.9987575581876915,4.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,4.0 WELQRATE,RandomForest,AID435034,recall,0.0,4.0 WELQRATE,RandomForest,AID435034,precision,0.0,4.0 WELQRATE,RandomForest,AID435034,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.8352297230054735,4.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.33977540857524297,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,6.651790633608815,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,9.327924944812363,4.0 WELQRATE,LogisticRegression,AID435034,RIE,6.7117729861525826,4.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.0747652001961121,4.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9987575581876915,4.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,4.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,4.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6892851219107646,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.26456844343187724,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,19.955371900826446,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,5.330242825607064,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,5.22616790367388,4.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.012933051266656472,4.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.7396997843755184,4.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.21771167345601466,4.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,13.30358126721763,4.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,5.330242825607064,4.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,4.300580021062484,4.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.013246320577761567,4.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7917454525349699,4.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.1739507425843828,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,6.651790633608815,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,3.9976821192052983,4.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.4361459730595465,4.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.008504879196148885,4.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5009525387227698,4.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.004296810444554619,4.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.8666666666666667,4.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0021537442014579193,4.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.025867738849064778,4.0 WELQRATE,RandomForest,AID435034,AUROC,0.665868663178784,5.0 WELQRATE,RandomForest,AID435034,BEDROC,0.36014922804637645,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,26.028745957599714,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.952490642096171,5.0 WELQRATE,RandomForest,AID435034,RIE,7.067488488767857,5.0 WELQRATE,RandomForest,AID435034,AUPRC,0.09985795419327406,5.0 WELQRATE,RandomForest,AID435034,accuracy,0.9980949225544604,5.0 WELQRATE,RandomForest,AID435034,F1 score,0.0,5.0 WELQRATE,RandomForest,AID435034,recall,0.0,5.0 WELQRATE,RandomForest,AID435034,precision,0.0,5.0 WELQRATE,RandomForest,AID435034,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID435034,AUROC,0.7972000721630885,5.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.32215715197317035,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,6.952490642096171,5.0 WELQRATE,LogisticRegression,AID435034,RIE,6.321940427560207,5.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.09975652106886668,5.0 WELQRATE,LogisticRegression,AID435034,accuracy,0.9980949225544604,5.0 WELQRATE,LogisticRegression,AID435034,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID435034,recall,0.0,5.0 WELQRATE,LogisticRegression,AID435034,precision,0.0,5.0 WELQRATE,LogisticRegression,AID435034,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.5240555655782067,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.12457335913170431,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,8.676248652533237,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,2.607183990786064,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,RIE,2.444599968587552,5.0 WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.05186253750070188,5.0 WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6187678152624932,5.0 WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.21821680113786335,5.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,13.014372978799857,5.0 WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,4.345306651310106,5.0 WELQRATE,SimilaritySearch_Max,AID435034,RIE,4.282238072332569,5.0 WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.024598690564038135,5.0 WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.6765812736785135,5.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.22250981812793447,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,4.345306651310106,5.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,4.366483284084403,5.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.08851141191997458,5.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.500786879814462,5.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.005281399570886285,5.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.6956521739130435,5.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0026507620941020544,5.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.017099247132435304,5.0 WELQRATE,RandomForest,AID463087,AUROC,0.8233239679591273,1.0 WELQRATE,RandomForest,AID463087,BEDROC,0.3950883991973372,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,20.296103395061728,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,8.884244746313712,1.0 WELQRATE,RandomForest,AID463087,RIE,7.4719937210382845,1.0 WELQRATE,RandomForest,AID463087,AUPRC,0.06227321330405499,1.0 WELQRATE,RandomForest,AID463087,accuracy,0.994302143230528,1.0 WELQRATE,RandomForest,AID463087,F1 score,0.0,1.0 WELQRATE,RandomForest,AID463087,recall,0.0,1.0 WELQRATE,RandomForest,AID463087,precision,0.0,1.0 WELQRATE,RandomForest,AID463087,MCC,-0.0005448006982126348,1.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8767285053953122,1.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.4262508552974617,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,23.06375385802469,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,9.994775339602926,1.0 WELQRATE,LogisticRegression,AID463087,RIE,8.061344548411013,1.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.10731107523421782,1.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9944066910611605,1.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.036036036036036036,1.0 WELQRATE,LogisticRegression,AID463087,recall,0.018518518518518517,1.0 WELQRATE,LogisticRegression,AID463087,precision,0.6666666666666666,1.0 WELQRATE,LogisticRegression,AID463087,MCC,0.11049115512922822,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7180545333473521,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.15704825735974853,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,5.535300925925926,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,2.961414915437904,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,2.9701292309879084,1.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.017290612995624722,1.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.844251247094008,1.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.39702378327691773,1.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,20.296103395061728,1.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.328979449669104,1.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.508596105809241,1.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.058504250667928574,1.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6616573597043578,1.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.12042486663867591,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,5.535300925925926,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.591238051008166,1.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.2775000764273803,1.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.01567220647228823,1.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5026136957658128,1.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.016334125917502326,1.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.7314814814814815,1.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.008259278619968636,1.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.03488430202566324,1.0 WELQRATE,RandomForest,AID463087,AUROC,0.8605693282030618,2.0 WELQRATE,RandomForest,AID463087,BEDROC,0.49577075965696654,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,28.708509887005647,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.33358128331828,2.0 WELQRATE,RandomForest,AID463087,RIE,9.328194465641534,2.0 WELQRATE,RandomForest,AID463087,AUPRC,0.1438675637450185,2.0 WELQRATE,RandomForest,AID463087,accuracy,0.9937271301620492,2.0 WELQRATE,RandomForest,AID463087,F1 score,0.0,2.0 WELQRATE,RandomForest,AID463087,recall,0.0,2.0 WELQRATE,RandomForest,AID463087,precision,0.0,2.0 WELQRATE,RandomForest,AID463087,MCC,-0.0008055774802796861,2.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8959961059384439,2.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.49666152719678963,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,29.552877824858758,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.84179019889131,2.0 WELQRATE,LogisticRegression,AID463087,RIE,9.344954737670927,2.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.14982489276048613,2.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9938839519079979,2.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.01680672268907563,2.0 WELQRATE,LogisticRegression,AID463087,recall,0.00847457627118644,2.0 WELQRATE,LogisticRegression,AID463087,precision,1.0,2.0 WELQRATE,LogisticRegression,AID463087,MCC,0.09177550133671825,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7226631173175193,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.20684505779944048,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,1.6887358757062148,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.573880240157271,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.8919014453804013,2.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.019060370433773673,2.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8399663727101884,2.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.3934843420138195,2.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,21.10919844632768,2.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.13134264916848,2.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.403620311365853,2.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.06461539739844653,2.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.603569288977167,2.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.14951065605108982,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,6.754943502824859,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.0492534934381808,2.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.8131237317967757,2.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.03821694757342879,2.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5017773131207528,2.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.015697614375710007,2.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.6440677966101694,2.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.007945635128071093,2.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.02269990348005851,2.0 WELQRATE,RandomForest,AID463087,AUROC,0.8035243357011314,3.0 WELQRATE,RandomForest,AID463087,BEDROC,0.4117801812503212,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,19.13,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.115235109717869,3.0 WELQRATE,RandomForest,AID463087,RIE,7.72016529943358,3.0 WELQRATE,RandomForest,AID463087,AUPRC,0.17085095748739307,3.0 WELQRATE,RandomForest,AID463087,accuracy,0.9937271301620492,3.0 WELQRATE,RandomForest,AID463087,F1 score,0.07692307692307693,3.0 WELQRATE,RandomForest,AID463087,recall,0.04,3.0 WELQRATE,RandomForest,AID463087,precision,1.0,3.0 WELQRATE,RandomForest,AID463087,MCC,0.1993715616828116,3.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8797575374901341,3.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.479863931927476,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,29.492083333333333,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,9.754900731452455,3.0 WELQRATE,LogisticRegression,AID463087,RIE,8.996617713531833,3.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.23205861201659353,3.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9940407736539467,3.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.16176470588235295,3.0 WELQRATE,LogisticRegression,AID463087,recall,0.088,3.0 WELQRATE,LogisticRegression,AID463087,precision,1.0,3.0 WELQRATE,LogisticRegression,AID463087,MCC,0.2957622125362698,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.6859887398053144,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.2120676096436369,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,11.159166666666666,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.8379937304075233,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.975900454772771,3.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.0604846422194244,3.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8134947645356485,3.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.33135767349522305,3.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,18.33291666666667,3.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,6.55657262277952,3.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,6.212382559046511,3.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.0817616273973886,3.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6626096290449881,3.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.16837698472401003,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,6.376666666666667,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.5181609195402297,3.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,3.1567769033020374,3.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.05165251637188761,3.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5028750653423941,3.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.018575851393188854,3.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.72,3.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.009409304756926294,3.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.03568401769214036,3.0 WELQRATE,RandomForest,AID463087,AUROC,0.840843808848233,4.0 WELQRATE,RandomForest,AID463087,BEDROC,0.5454670478618631,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,37.62456293706294,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.462539550313846,4.0 WELQRATE,RandomForest,AID463087,RIE,10.13301419465063,4.0 WELQRATE,RandomForest,AID463087,AUPRC,0.2891217588450624,4.0 WELQRATE,RandomForest,AID463087,accuracy,0.9928384736016728,4.0 WELQRATE,RandomForest,AID463087,F1 score,0.11612903225806452,4.0 WELQRATE,RandomForest,AID463087,recall,0.06293706293706294,4.0 WELQRATE,RandomForest,AID463087,precision,0.75,4.0 WELQRATE,RandomForest,AID463087,MCC,0.21597284614882997,4.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9083911295951114,4.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5844531669023489,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,40.4115675990676,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,12.02168782106086,4.0 WELQRATE,LogisticRegression,AID463087,RIE,10.85725023685816,4.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.32411399993662193,4.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9927861996863565,4.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.08,4.0 WELQRATE,LogisticRegression,AID463087,recall,0.04195804195804196,4.0 WELQRATE,LogisticRegression,AID463087,precision,0.8571428571428571,4.0 WELQRATE,LogisticRegression,AID463087,MCC,0.18872910744065313,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7403225099543633,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.21894557348280147,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,9.057765151515152,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.33339909828938,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,4.067300906942156,4.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.03547501755058916,4.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.854773840474583,4.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.4615654276824772,4.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,30.65705128205128,4.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.946372331952269,4.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,8.574393361671182,4.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.1739108333579333,4.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6624620968119151,4.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.11596333625500066,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,2.0902534965034967,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,1.8172318799278047,4.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.1542239004802672,4.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.01370770588520535,4.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5037114479874543,4.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.022043675319324267,4.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.7482517482517482,4.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.011186617877679038,4.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.04308857730130996,4.0 WELQRATE,RandomForest,AID463087,AUROC,0.7987323886639675,5.0 WELQRATE,RandomForest,AID463087,BEDROC,0.4310995294649459,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,26.824919871794872,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.072180692870347,5.0 WELQRATE,RandomForest,AID463087,RIE,8.06174031642741,5.0 WELQRATE,RandomForest,AID463087,AUPRC,0.14287561539522203,5.0 WELQRATE,RandomForest,AID463087,accuracy,0.9931521170935703,5.0 WELQRATE,RandomForest,AID463087,F1 score,0.043795620437956206,5.0 WELQRATE,RandomForest,AID463087,recall,0.023076923076923078,5.0 WELQRATE,RandomForest,AID463087,precision,0.42857142857142855,5.0 WELQRATE,RandomForest,AID463087,MCC,0.09822435346980689,5.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.8825674089068825,5.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.45937359201282224,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,28.357772435897434,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,9.687243790692067,5.0 WELQRATE,LogisticRegression,AID463087,RIE,8.590477030628525,5.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.17137318312270353,5.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9932566649242028,5.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.03007518796992481,5.0 WELQRATE,LogisticRegression,AID463087,recall,0.015384615384615385,5.0 WELQRATE,LogisticRegression,AID463087,precision,0.6666666666666666,5.0 WELQRATE,LogisticRegression,AID463087,MCC,0.10059184462630733,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7113127530364373,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.17209923647738107,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,6.897836538461538,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.3828470380194515,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.2183272533245773,5.0 WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.017733653831179128,5.0 WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8405208502024293,5.0 WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.40073656497837845,5.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,20.693509615384617,5.0 WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.3033518205932,5.0 WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.4939402682790925,5.0 WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.07991832488935693,5.0 WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6220271255060729,5.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1608227810672177,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,3.83213141025641,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.3828470380194515,5.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,3.0074528531102724,5.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.022589184136238092,5.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5016727652901203,5.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.01670964414646725,5.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.6230769230769231,5.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.008468374281233664,5.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.02036111241522489,5.0 WELQRATE,RandomForest,AID485290,AUROC,0.7285089057879519,1.0 WELQRATE,RandomForest,AID485290,BEDROC,0.37151342904185747,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,23.93671740821749,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.6018186520578865,1.0 WELQRATE,RandomForest,AID485290,RIE,7.272644966864573,1.0 WELQRATE,RandomForest,AID485290,AUPRC,0.04121784055215523,1.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978480855074784,1.0 WELQRATE,RandomForest,AID485290,F1 score,0.016260162601626018,1.0 WELQRATE,RandomForest,AID485290,recall,0.008264462809917356,1.0 WELQRATE,RandomForest,AID485290,precision,0.5,1.0 WELQRATE,RandomForest,AID485290,MCC,0.06407589243414784,1.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.7761476243867347,1.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.3024962688204237,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,13.20646477694758,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,7.1060478704019365,1.0 WELQRATE,LogisticRegression,AID485290,RIE,5.921583980189088,1.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.0182488379449015,1.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9978480855074784,1.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,1.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,1.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5498134648231539,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.08188665760375019,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,2.476212145677671,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.652569272186497,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.6029907775100485,1.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.002865655518251518,1.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6706765199582623,1.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.22909641757193636,1.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,13.20646477694758,1.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,4.957707816559491,1.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,4.484728636801345,1.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.012899105015999257,1.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6361180945602548,1.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1532838834784319,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,7.428636437033013,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.305138544372994,1.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.000643276202438,1.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.007920246896619066,1.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5006313468139216,1.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.00552505755268284,1.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6446280991735537,1.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0027744184392117805,1.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.013433515047372646,1.0 WELQRATE,RandomForest,AID485290,AUROC,0.7169561604434792,2.0 WELQRATE,RandomForest,AID485290,BEDROC,0.3715044143318637,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.39166691754222,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.625626853436844,2.0 WELQRATE,RandomForest,AID485290,RIE,7.276322130150296,2.0 WELQRATE,RandomForest,AID485290,AUPRC,0.050405535564760864,2.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978836543420655,2.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,2.0 WELQRATE,RandomForest,AID485290,recall,0.0,2.0 WELQRATE,RandomForest,AID485290,precision,0.0,2.0 WELQRATE,RandomForest,AID485290,MCC,-0.000193392969185185,2.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.7956295919498548,2.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.33599611120990075,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,16.08138904777674,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,7.625626853436844,2.0 WELQRATE,LogisticRegression,AID485290,RIE,6.580853004217625,2.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.02801122649502726,2.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.997901438759359,2.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,2.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,2.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5275091080059531,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.08600127628268532,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,3.3855555890056297,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.033500494249825,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.6844295187773108,2.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.002990623274959682,2.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.679060935210444,2.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.24246867341593661,2.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,15.235000150525334,2.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,5.422667984666201,2.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,4.749015386129421,2.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.018799148077128403,2.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6730919101333344,2.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.18185475460639053,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,9.310277869765482,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.236459363020469,2.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.5618251960199214,2.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.013270534271710889,2.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5009336819079123,2.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.0060215358458486825,2.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7203389830508474,2.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.003023404709397453,2.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.020209513649075844,2.0 WELQRATE,RandomForest,AID485290,AUROC,0.7170844262958205,3.0 WELQRATE,RandomForest,AID485290,BEDROC,0.38555186940955144,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,23.047820740538324,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.152251340409236,3.0 WELQRATE,RandomForest,AID485290,RIE,7.535476573362286,3.0 WELQRATE,RandomForest,AID485290,AUPRC,0.05380683527842672,3.0 WELQRATE,RandomForest,AID485290,accuracy,0.9976702413345426,3.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,3.0 WELQRATE,RandomForest,AID485290,recall,0.0,3.0 WELQRATE,RandomForest,AID485290,precision,0.0,3.0 WELQRATE,RandomForest,AID485290,MCC,-0.0002030101715504263,3.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.8004516054721941,3.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.4060189240814195,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,21.51129935783577,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.690411970675129,3.0 WELQRATE,LogisticRegression,AID485290,RIE,7.935498003366641,3.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.06714702289156431,3.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9977058101691298,3.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.015267175572519083,3.0 WELQRATE,LogisticRegression,AID485290,recall,0.007692307692307693,3.0 WELQRATE,LogisticRegression,AID485290,precision,1.0,3.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0876051354908259,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5733044055358179,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.11411819100126842,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,5.377824839458943,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.9225051975051977,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,2.2304001992093463,3.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0039355723127422,3.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6977763212562407,3.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.2862572555144123,3.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,21.51129935783577,3.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.460274647116752,3.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.594798049810043,3.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.023456348908337674,3.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6579670966299962,3.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.23936005881692285,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,11.523910370269162,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,5.2297461429040375,3.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,4.678208731664981,3.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.022461970550057674,3.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5008981130733251,3.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006373034980880895,3.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6923076923076923,3.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0032012520452443624,3.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.01851573043802744,3.0 WELQRATE,RandomForest,AID485290,AUROC,0.7540277998759026,4.0 WELQRATE,RandomForest,AID485290,BEDROC,0.41423445468418113,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,30.04336524715158,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.616200603684558,4.0 WELQRATE,RandomForest,AID485290,RIE,8.106077149291997,4.0 WELQRATE,RandomForest,AID485290,AUPRC,0.10355501938751692,4.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978125166728912,4.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,4.0 WELQRATE,RandomForest,AID485290,recall,0.0,4.0 WELQRATE,RandomForest,AID485290,precision,0.0,4.0 WELQRATE,RandomForest,AID485290,MCC,0.0,4.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.7900891865832357,4.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.3936831459910717,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,24.35948533552831,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.616200603684558,4.0 WELQRATE,LogisticRegression,AID485290,RIE,7.7039124065105735,4.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.07795800204930213,4.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9978125166728912,4.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,4.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,4.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5456869676706606,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.06521848392405666,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,2.435948533552831,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.300558581688235,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.276248440893701,4.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0025883863804825147,4.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.7199274225123814,4.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.28434814435546957,4.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,15.427674045834596,4.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.340223085730146,4.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.564356066503322,4.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.027584670594953894,4.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6292783781222477,4.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.13167287493384341,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,4.871897067105662,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.0888266315095585,4.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.5766820758625415,4.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.004478019203255967,4.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5007558377349766,4.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.0058081881286301176,4.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6666666666666666,4.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.002916800056913172,4.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.015609757469499478,4.0 WELQRATE,RandomForest,AID485290,AUROC,0.7427600537630478,5.0 WELQRATE,RandomForest,AID485290,BEDROC,0.40306872326774407,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,28.169558682880176,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.203523361418098,5.0 WELQRATE,RandomForest,AID485290,RIE,7.895938139458528,5.0 WELQRATE,RandomForest,AID485290,AUPRC,0.06238649815622616,5.0 WELQRATE,RandomForest,AID485290,accuracy,0.9979192231766526,5.0 WELQRATE,RandomForest,AID485290,F1 score,0.0,5.0 WELQRATE,RandomForest,AID485290,recall,0.0,5.0 WELQRATE,RandomForest,AID485290,precision,0.0,5.0 WELQRATE,RandomForest,AID485290,MCC,0.0,5.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.8001634094448465,5.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.36143426647324234,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,21.34057475975771,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.374430098114308,5.0 WELQRATE,LogisticRegression,AID485290,RIE,7.08033753690704,5.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.043797073782881286,5.0 WELQRATE,LogisticRegression,AID485290,accuracy,0.9979192231766526,5.0 WELQRATE,LogisticRegression,AID485290,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID485290,recall,0.0,5.0 WELQRATE,LogisticRegression,AID485290,precision,0.0,5.0 WELQRATE,LogisticRegression,AID485290,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5344614495063598,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.10198457615264205,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,3.4144919615612337,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.3926943137469454,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.9978328028660832,5.0 WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0031695905676492188,5.0 WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6849404061230409,5.0 WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.2593420507281991,5.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,17.072459807806165,5.0 WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,5.981735784367363,5.0 WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.08039616410474,5.0 WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.012899884871544786,5.0 WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6843869495441351,5.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1630011830324124,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,5.975360932732158,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.247227997227997,5.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.193121156991074,5.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.009109621999681634,5.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5011470949154351,5.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006376195536663124,5.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7692307692307693,5.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.003201365916124213,5.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.024590240409787436,5.0 WELQRATE,RandomForest,AID488997,AUROC,0.6604515038890527,1.0 WELQRATE,RandomForest,AID488997,BEDROC,0.3967604378039406,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,26.626989619377163,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,8.443566643566644,1.0 WELQRATE,RandomForest,AID488997,RIE,7.873657792968466,1.0 WELQRATE,RandomForest,AID488997,AUPRC,0.08684941470616489,1.0 WELQRATE,RandomForest,AID488997,accuracy,0.9992549468066674,1.0 WELQRATE,RandomForest,AID488997,F1 score,0.0851063829787234,1.0 WELQRATE,RandomForest,AID488997,recall,0.044444444444444446,1.0 WELQRATE,RandomForest,AID488997,precision,1.0,1.0 WELQRATE,RandomForest,AID488997,MCC,0.21073995781921165,1.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7446816217455554,1.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.28626597888465155,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,19.97024221453287,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.221575421575422,1.0 WELQRATE,LogisticRegression,AID488997,RIE,5.6809100538680735,1.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.007183154297506176,1.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9992202931697681,1.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,1.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,1.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,1.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5624743507488136,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.13282641425777483,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,6.656747404844291,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.110787710787711,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.635922443494811,1.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.0019070992660994977,1.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.7446145724354121,1.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.41580230423412223,1.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,33.28373702422145,1.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,8.887964887964888,1.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,8.25154108206201,1.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.06821855901049716,1.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.49142289040327847,1.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.03514520106869714,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.2189158016147634,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.4443982443982444,1.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.6974518498753663,1.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0023412308729392527,1.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.49987871227085284,1.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0013147879039512836,1.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.4222222222222222,1.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0006584191010846588,1.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,-0.004345308076741616,1.0 WELQRATE,RandomForest,AID488997,AUROC,0.6444431597744119,2.0 WELQRATE,RandomForest,AID488997,BEDROC,0.367703337026831,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,22.189158016147637,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,7.776969276969277,2.0 WELQRATE,RandomForest,AID488997,RIE,7.285685790378726,2.0 WELQRATE,RandomForest,AID488997,AUPRC,0.05329848578389078,2.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990470249852722,2.0 WELQRATE,RandomForest,AID488997,F1 score,0.03508771929824561,2.0 WELQRATE,RandomForest,AID488997,recall,0.018518518518518517,2.0 WELQRATE,RandomForest,AID488997,precision,0.3333333333333333,2.0 WELQRATE,RandomForest,AID488997,MCC,0.07838560132480062,2.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.784545098341491,2.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.21837975587592479,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,9.245482506728182,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,4.814314314314315,2.0 WELQRATE,LogisticRegression,AID488997,RIE,4.326983549755044,2.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.036244399399150785,2.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9990643518037218,2.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,2.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,2.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,2.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5425630451818451,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.1052287769692852,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,5.547289504036909,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,2.221991221991222,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.085006413662191,2.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.0093049657264538,2.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6369548181549569,2.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.2517727169991115,2.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,22.189158016147637,2.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,4.814314314314315,2.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,4.988632755692485,2.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.01400965103884787,2.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5986360015929908,2.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.06932698162188901,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.110995610995611,2.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,1.3736470856977387,2.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0012664149595709119,2.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5002425754582943,2.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.002352045934073536,2.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.6296296296296297,2.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0011782236545725474,2.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.007934029971748621,2.0 WELQRATE,RandomForest,AID488997,AUROC,0.7373873746405315,3.0 WELQRATE,RandomForest,AID488997,BEDROC,0.5001474719773974,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,35.035512657075216,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,11.2269030163767,3.0 WELQRATE,RandomForest,AID488997,RIE,9.904804752020697,3.0 WELQRATE,RandomForest,AID488997,AUPRC,0.10615541204159387,3.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990296981668226,3.0 WELQRATE,RandomForest,AID488997,F1 score,0.034482758620689655,3.0 WELQRATE,RandomForest,AID488997,recall,0.017543859649122806,3.0 WELQRATE,RandomForest,AID488997,precision,1.0,3.0 WELQRATE,RandomForest,AID488997,MCC,0.1323889591883987,3.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.754147561699573,3.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.2728741096374526,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,14.014205062830085,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.665973665973666,3.0 WELQRATE,LogisticRegression,AID488997,RIE,5.40393571643335,3.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.0362292196409959,3.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9990123713483731,3.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,3.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,3.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,3.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5671308150529645,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.13973442909765443,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,5.255326898561282,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.157566473355947,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.7672683156437774,3.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.008197358503831045,3.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.7108929729321831,3.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.34941323169237365,3.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,26.276634492806412,3.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,7.36765510449721,3.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,6.919698764602448,3.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.03504473437312023,3.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.526232112532402,3.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.006348995847901149,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.0,3.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.12573408509791317,3.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0010108408284678092,3.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5003292095505423,3.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.002628484471190427,3.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.6666666666666666,3.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0013168382021693176,3.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.010480696681020998,3.0 WELQRATE,RandomForest,AID488997,AUROC,0.6748370537743477,4.0 WELQRATE,RandomForest,AID488997,BEDROC,0.4136993427387776,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,29.266734279918865,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,8.964585274930103,4.0 WELQRATE,RandomForest,AID488997,RIE,8.191391304131487,4.0 WELQRATE,RandomForest,AID488997,AUPRC,0.0929417376712279,4.0 WELQRATE,RandomForest,AID488997,accuracy,0.9990296981668226,4.0 WELQRATE,RandomForest,AID488997,F1 score,0.06666666666666667,4.0 WELQRATE,RandomForest,AID488997,recall,0.034482758620689655,4.0 WELQRATE,RandomForest,AID488997,precision,1.0,4.0 WELQRATE,RandomForest,AID488997,MCC,0.185605222925654,4.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.7762959742204657,4.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.22643561821909663,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,8.607863023505548,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,4.482292637465052,4.0 WELQRATE,LogisticRegression,AID488997,RIE,4.483504251043551,4.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.026050321254650503,4.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.9989950445299234,4.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,4.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,4.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,4.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.5776666483256221,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.15813191986600733,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,6.886290418804438,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,4.137500896121586,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,3.131067202965794,4.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.020147277904887663,4.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.678830267986584,4.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.3363413345513828,4.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,25.823589070516647,4.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,7.240626568212775,4.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,6.659675763674179,4.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.026115181181544468,4.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5256026528327344,4.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.12543627860086076,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,3.443145209402219,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.7583339307477237,4.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,2.4836821034202416,4.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.019611007001321547,4.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5001039609106975,4.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0022133840567179664,4.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.5517241379310345,4.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0011089163807741624,4.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.003281066246210715,4.0 WELQRATE,RandomForest,AID488997,AUROC,0.6641307740324595,5.0 WELQRATE,RandomForest,AID488997,BEDROC,0.388228149831458,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,23.774097874443896,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,8.57053757053757,5.0 WELQRATE,RandomForest,AID488997,RIE,7.70833140394905,5.0 WELQRATE,RandomForest,AID488997,AUPRC,0.04326268895131988,5.0 WELQRATE,RandomForest,AID488997,accuracy,0.9992376199882178,5.0 WELQRATE,RandomForest,AID488997,F1 score,0.0,5.0 WELQRATE,RandomForest,AID488997,recall,0.0,5.0 WELQRATE,RandomForest,AID488997,precision,0.0,5.0 WELQRATE,RandomForest,AID488997,MCC,-0.0001588634809096819,5.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.8008710177093448,5.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.34108096471600907,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,19.019278299555115,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,8.57053757053757,5.0 WELQRATE,LogisticRegression,AID488997,RIE,6.772216581174802,5.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.01294448440994398,5.0 WELQRATE,LogisticRegression,AID488997,accuracy,0.999272273625117,5.0 WELQRATE,LogisticRegression,AID488997,F1 score,0.0,5.0 WELQRATE,LogisticRegression,AID488997,recall,0.0,5.0 WELQRATE,LogisticRegression,AID488997,precision,0.0,5.0 WELQRATE,LogisticRegression,AID488997,MCC,0.0,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.46189039494282946,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.12441852053524562,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,4.754819574888779,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,2.856845856845857,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.4703494593208672,5.0 WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.0044831214709829354,5.0 WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6414394374756421,5.0 WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.2811134204299079,5.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,19.019278299555115,5.0 WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,6.18983268983269,5.0 WELQRATE,SimilaritySearch_Max,AID488997,RIE,5.581551497901441,5.0 WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.018338087867393965,5.0 WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.673890606318821,5.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.10748729309270674,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,7.1322293623331685,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.9045639045639045,5.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,2.134177258628248,5.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0015623740244145074,5.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5002772290951936,5.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0020069898612408736,5.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.6904761904761905,5.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0010049554700765845,5.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.010280466712427222,5.0 DUD-AD,RandomForest,abl1,AUROC,0.8914338919925513, DUD-AD,RandomForest,abl1,BEDROC,0.7113302758147073, DUD-AD,RandomForest,abl1,Enrichment factor 1%,22.188034188034187, DUD-AD,RandomForest,abl1,Enrichment factor 5%,13.312820512820513, DUD-AD,RandomForest,abl1,RIE,10.261294348179273, DUD-AD,RandomForest,abl1,AUPRC,0.5853605630296094, DUD-AD,RandomForest,abl1,accuracy,0.9714946070878274, DUD-AD,RandomForest,abl1,F1 score,0.3018867924528302, DUD-AD,RandomForest,abl1,recall,0.17777777777777778, DUD-AD,RandomForest,abl1,precision,1.0, DUD-AD,RandomForest,abl1,MCC,0.41554629734466986, DUD-AD,LogisticRegression,abl1,AUROC,0.9018001241464928, DUD-AD,LogisticRegression,abl1,BEDROC,0.7003647477989053, DUD-AD,LogisticRegression,abl1,Enrichment factor 1%,24.40683760683761, DUD-AD,LogisticRegression,abl1,Enrichment factor 5%,12.425299145299146, DUD-AD,LogisticRegression,abl1,RIE,10.103111133114725, DUD-AD,LogisticRegression,abl1,AUPRC,0.581202157392008, DUD-AD,LogisticRegression,abl1,accuracy,0.9730354391371341, DUD-AD,LogisticRegression,abl1,F1 score,0.38596491228070173, DUD-AD,LogisticRegression,abl1,recall,0.24444444444444444, DUD-AD,LogisticRegression,abl1,precision,0.9166666666666666, DUD-AD,LogisticRegression,abl1,MCC,0.46572613774624155, DUD-AD,SimilaritySearch_Mean,abl1,AUROC,0.7742662055511218, DUD-AD,SimilaritySearch_Mean,abl1,BEDROC,0.4224734322422503, DUD-AD,SimilaritySearch_Mean,abl1,Enrichment factor 1%,15.531623931623932, DUD-AD,SimilaritySearch_Mean,abl1,Enrichment factor 5%,7.543931623931623, DUD-AD,SimilaritySearch_Mean,abl1,RIE,6.094390196929719, DUD-AD,SimilaritySearch_Mean,abl1,AUPRC,0.26686817786583134, DUD-AD,SimilaritySearch_Max,abl1,AUROC,0.9046377582690431, DUD-AD,SimilaritySearch_Max,abl1,BEDROC,0.6897138751653916, DUD-AD,SimilaritySearch_Max,abl1,Enrichment factor 1%,15.531623931623932, DUD-AD,SimilaritySearch_Max,abl1,Enrichment factor 5%,13.312820512820513, DUD-AD,SimilaritySearch_Max,abl1,RIE,9.949466978999727, DUD-AD,SimilaritySearch_Max,abl1,AUPRC,0.4492686963560518, DUD-AD,LightGBM_Ranker,abl1,AUROC,0.704992462534362, DUD-AD,LightGBM_Ranker,abl1,BEDROC,0.28901353132140634, DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 1%,11.094017094017094, DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 5%,4.437606837606837, DUD-AD,LightGBM_Ranker,abl1,RIE,4.169164509718597, DUD-AD,LightGBM_Ranker,abl1,AUPRC,0.1948858170276152, DUD-AD,LightGBM_Ranker,abl1,accuracy,0.5161787365177196, DUD-AD,LightGBM_Ranker,abl1,F1 score,0.09510086455331412, DUD-AD,LightGBM_Ranker,abl1,recall,0.7333333333333333, DUD-AD,LightGBM_Ranker,abl1,precision,0.05084745762711865, DUD-AD,LightGBM_Ranker,abl1,MCC,0.08843771282817829, DUD-AD,RandomForest,aces,AUROC,0.9492012385077122, DUD-AD,RandomForest,aces,BEDROC,0.8958924050837341, DUD-AD,RandomForest,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,RandomForest,aces,Enrichment factor 5%,14.485683987274655, DUD-AD,RandomForest,aces,RIE,10.431788580954667, DUD-AD,RandomForest,aces,AUPRC,0.8461176866195743, DUD-AD,RandomForest,aces,accuracy,0.9655929721815519, DUD-AD,RandomForest,aces,F1 score,0.5982905982905983, DUD-AD,RandomForest,aces,recall,0.4268292682926829, DUD-AD,RandomForest,aces,precision,1.0, DUD-AD,RandomForest,aces,MCC,0.6416830684976405, DUD-AD,LogisticRegression,aces,AUROC,0.9826285996504824, DUD-AD,LogisticRegression,aces,BEDROC,0.9296560135049182, DUD-AD,LogisticRegression,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,LogisticRegression,aces,Enrichment factor 5%,14.727112053729233, DUD-AD,LogisticRegression,aces,RIE,10.824932690771119, DUD-AD,LogisticRegression,aces,AUPRC,0.9006773621404849, DUD-AD,LogisticRegression,aces,accuracy,0.9809663250366032, DUD-AD,LogisticRegression,aces,F1 score,0.8194444444444444, DUD-AD,LogisticRegression,aces,recall,0.7195121951219512, DUD-AD,LogisticRegression,aces,precision,0.9516129032258065, DUD-AD,LogisticRegression,aces,MCC,0.818427835582572, DUD-AD,SimilaritySearch_Mean,aces,AUROC,0.6706082364561963, DUD-AD,SimilaritySearch_Mean,aces,BEDROC,0.4933442989456625, DUD-AD,SimilaritySearch_Mean,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,SimilaritySearch_Mean,aces,Enrichment factor 5%,7.00141392718275, DUD-AD,SimilaritySearch_Mean,aces,RIE,5.744510643367425, DUD-AD,SimilaritySearch_Mean,aces,AUPRC,0.37062271805079083, DUD-AD,SimilaritySearch_Max,aces,AUROC,0.8823037763087911, DUD-AD,SimilaritySearch_Max,aces,BEDROC,0.8677947856487187, DUD-AD,SimilaritySearch_Max,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,SimilaritySearch_Max,aces,Enrichment factor 5%,14.727112053729233, DUD-AD,SimilaritySearch_Max,aces,RIE,10.104619356535816, DUD-AD,SimilaritySearch_Max,aces,AUPRC,0.798851947233958, DUD-AD,LightGBM_Ranker,aces,AUROC,0.6031456576248005, DUD-AD,LightGBM_Ranker,aces,BEDROC,0.2686594313875539, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 1%,8.329268292682928, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 5%,3.1385648639095085, DUD-AD,LightGBM_Ranker,aces,RIE,3.1282756976399555, DUD-AD,LightGBM_Ranker,aces,AUPRC,0.18886507583136797, DUD-AD,LightGBM_Ranker,aces,accuracy,0.5146412884333821, DUD-AD,LightGBM_Ranker,aces,F1 score,0.13333333333333333, DUD-AD,LightGBM_Ranker,aces,recall,0.6219512195121951, DUD-AD,LightGBM_Ranker,aces,precision,0.0746705710102489, DUD-AD,LightGBM_Ranker,aces,MCC,0.06163686730841261, DUD-AD,RandomForest,adrb1,AUROC,0.9279877006051038, DUD-AD,RandomForest,adrb1,BEDROC,0.8461800789833548, DUD-AD,RandomForest,adrb1,Enrichment factor 1%,23.482142857142858, DUD-AD,RandomForest,adrb1,Enrichment factor 5%,17.018623737373737, DUD-AD,RandomForest,adrb1,RIE,12.010711331362932, DUD-AD,RandomForest,adrb1,AUPRC,0.7470523940464013, DUD-AD,RandomForest,adrb1,accuracy,0.979467680608365, DUD-AD,RandomForest,adrb1,F1 score,0.6666666666666666, DUD-AD,RandomForest,adrb1,recall,0.5625, DUD-AD,RandomForest,adrb1,precision,0.8181818181818182, DUD-AD,RandomForest,adrb1,MCC,0.6687422133124066, DUD-AD,LogisticRegression,adrb1,AUROC,0.9467574322546699, DUD-AD,LogisticRegression,adrb1,BEDROC,0.8651799646325253, DUD-AD,LogisticRegression,adrb1,Enrichment factor 1%,23.482142857142858, DUD-AD,LogisticRegression,adrb1,Enrichment factor 5%,17.43371212121212, DUD-AD,LogisticRegression,adrb1,RIE,12.280396409486922, DUD-AD,LogisticRegression,adrb1,AUPRC,0.7534977016665982, DUD-AD,LogisticRegression,adrb1,accuracy,0.9817490494296578, DUD-AD,LogisticRegression,adrb1,F1 score,0.7209302325581395, DUD-AD,LogisticRegression,adrb1,recall,0.6458333333333334, DUD-AD,LogisticRegression,adrb1,precision,0.8157894736842105, DUD-AD,LogisticRegression,adrb1,MCC,0.7168213415740262, DUD-AD,SimilaritySearch_Mean,adrb1,AUROC,0.8386279926335175, DUD-AD,SimilaritySearch_Mean,adrb1,BEDROC,0.7219244076131811, DUD-AD,SimilaritySearch_Mean,adrb1,Enrichment factor 1%,23.482142857142858, DUD-AD,SimilaritySearch_Mean,adrb1,Enrichment factor 5%,13.282828282828284, DUD-AD,SimilaritySearch_Mean,adrb1,RIE,10.247021746090248, DUD-AD,SimilaritySearch_Mean,adrb1,AUPRC,0.5944857054011955, DUD-AD,SimilaritySearch_Max,adrb1,AUROC,0.9010293343856879, DUD-AD,SimilaritySearch_Max,adrb1,BEDROC,0.8370948542588512, DUD-AD,SimilaritySearch_Max,adrb1,Enrichment factor 1%,19.568452380952383, DUD-AD,SimilaritySearch_Max,adrb1,Enrichment factor 5%,16.603535353535353, DUD-AD,SimilaritySearch_Max,adrb1,RIE,11.8817553163193, DUD-AD,SimilaritySearch_Max,adrb1,AUPRC,0.666843196235755, DUD-AD,LightGBM_Ranker,adrb1,AUROC,0.877252696658774, DUD-AD,LightGBM_Ranker,adrb1,BEDROC,0.6571666786857423, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 1%,21.52529761904762, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 5%,12.03756313131313, DUD-AD,LightGBM_Ranker,adrb1,RIE,9.327848151711754, DUD-AD,LightGBM_Ranker,adrb1,AUPRC,0.4959534604025882, DUD-AD,LightGBM_Ranker,adrb1,accuracy,0.529277566539924, DUD-AD,LightGBM_Ranker,adrb1,F1 score,0.12198581560283688, DUD-AD,LightGBM_Ranker,adrb1,recall,0.8958333333333334, DUD-AD,LightGBM_Ranker,adrb1,precision,0.0654490106544901, DUD-AD,LightGBM_Ranker,adrb1,MCC,0.15423813627787142, DUD-AD,RandomForest,adrb2,AUROC,0.9362426229508195, DUD-AD,RandomForest,adrb2,BEDROC,0.8871844307772212, DUD-AD,RandomForest,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,RandomForest,adrb2,Enrichment factor 5%,16.607302533532042, DUD-AD,RandomForest,adrb2,RIE,11.548578707732855, DUD-AD,RandomForest,adrb2,AUPRC,0.8278161552380917, DUD-AD,RandomForest,adrb2,accuracy,0.9763539282990084, DUD-AD,RandomForest,adrb2,F1 score,0.6804123711340206, DUD-AD,RandomForest,adrb2,recall,0.5409836065573771, DUD-AD,RandomForest,adrb2,precision,0.9166666666666666, DUD-AD,RandomForest,adrb2,MCC,0.6941713916071068, DUD-AD,LogisticRegression,adrb2,AUROC,0.9444721311475409, DUD-AD,LogisticRegression,adrb2,BEDROC,0.8966235623265795, DUD-AD,LogisticRegression,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,LogisticRegression,adrb2,Enrichment factor 5%,16.932935916542476, DUD-AD,LogisticRegression,adrb2,RIE,11.67144893539528, DUD-AD,LogisticRegression,adrb2,AUPRC,0.8445035281061601, DUD-AD,LogisticRegression,adrb2,accuracy,0.9794050343249427, DUD-AD,LogisticRegression,adrb2,F1 score,0.7326732673267327, DUD-AD,LogisticRegression,adrb2,recall,0.6065573770491803, DUD-AD,LogisticRegression,adrb2,precision,0.925, DUD-AD,LogisticRegression,adrb2,MCC,0.7398901332592203, DUD-AD,SimilaritySearch_Mean,adrb2,AUROC,0.8699147540983606, DUD-AD,SimilaritySearch_Mean,adrb2,BEDROC,0.7745286531744608, DUD-AD,SimilaritySearch_Mean,adrb2,Enrichment factor 1%,16.8864168618267, DUD-AD,SimilaritySearch_Mean,adrb2,Enrichment factor 5%,14.002235469448584, DUD-AD,SimilaritySearch_Mean,adrb2,RIE,10.082125891691776, DUD-AD,SimilaritySearch_Mean,adrb2,AUPRC,0.6398777322811781, DUD-AD,SimilaritySearch_Max,adrb2,AUROC,0.9409836065573771, DUD-AD,SimilaritySearch_Max,adrb2,BEDROC,0.8792701559067064, DUD-AD,SimilaritySearch_Max,adrb2,Enrichment factor 1%,19.956674473067917, DUD-AD,SimilaritySearch_Max,adrb2,Enrichment factor 5%,15.956035767511178, DUD-AD,SimilaritySearch_Max,adrb2,RIE,11.445557709451581, DUD-AD,SimilaritySearch_Max,adrb2,AUPRC,0.8082156661163903, DUD-AD,LightGBM_Ranker,adrb2,AUROC,0.8792131147540984, DUD-AD,LightGBM_Ranker,adrb2,BEDROC,0.7537149340312509, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 1%,18.421545667447308, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 5%,12.699701937406855, DUD-AD,LightGBM_Ranker,adrb2,RIE,9.811191389269057, DUD-AD,LightGBM_Ranker,adrb2,AUPRC,0.6321380226363572, DUD-AD,LightGBM_Ranker,adrb2,accuracy,0.5392829900839055, DUD-AD,LightGBM_Ranker,adrb2,F1 score,0.1564245810055866, DUD-AD,LightGBM_Ranker,adrb2,recall,0.9180327868852459, DUD-AD,LightGBM_Ranker,adrb2,precision,0.08549618320610687, DUD-AD,LightGBM_Ranker,adrb2,MCC,0.1848614785433285, DUD-AD,RandomForest,akt1,AUROC,0.8981398880136662, DUD-AD,RandomForest,akt1,BEDROC,0.8305538443119422, DUD-AD,RandomForest,akt1,Enrichment factor 1%,30.03135888501742, DUD-AD,RandomForest,akt1,Enrichment factor 5%,15.92937750273025, DUD-AD,RandomForest,akt1,RIE,12.388304598558648, DUD-AD,RandomForest,akt1,AUPRC,0.7474548396847255, DUD-AD,RandomForest,akt1,accuracy,0.9841628959276018, DUD-AD,RandomForest,akt1,F1 score,0.6666666666666666, DUD-AD,RandomForest,akt1,recall,0.5121951219512195, DUD-AD,RandomForest,akt1,precision,0.9545454545454546, DUD-AD,RandomForest,akt1,MCC,0.6930561816354508, DUD-AD,LogisticRegression,akt1,AUROC,0.9169213248552719, DUD-AD,LogisticRegression,akt1,BEDROC,0.8372566950555574, DUD-AD,LogisticRegression,akt1,Enrichment factor 1%,30.03135888501742, DUD-AD,LogisticRegression,akt1,Enrichment factor 5%,16.412085911903894, DUD-AD,LogisticRegression,akt1,RIE,12.488282410806226, DUD-AD,LogisticRegression,akt1,AUPRC,0.7633176994935971, DUD-AD,LogisticRegression,akt1,accuracy,0.978129713423831, DUD-AD,LogisticRegression,akt1,F1 score,0.4727272727272727, DUD-AD,LogisticRegression,akt1,recall,0.3170731707317073, DUD-AD,LogisticRegression,akt1,precision,0.9285714285714286, DUD-AD,LogisticRegression,akt1,MCC,0.53567925673671, DUD-AD,SimilaritySearch_Mean,akt1,AUROC,0.7734839138274652, DUD-AD,SimilaritySearch_Mean,akt1,BEDROC,0.5502669341057119, DUD-AD,SimilaritySearch_Mean,akt1,Enrichment factor 1%,27.7212543554007, DUD-AD,SimilaritySearch_Mean,akt1,Enrichment factor 5%,9.65416818347288, DUD-AD,SimilaritySearch_Mean,akt1,RIE,8.207624891384032, DUD-AD,SimilaritySearch_Mean,akt1,AUPRC,0.45847298730222347, DUD-AD,SimilaritySearch_Max,akt1,AUROC,0.897285754958717, DUD-AD,SimilaritySearch_Max,akt1,BEDROC,0.8158499179543215, DUD-AD,SimilaritySearch_Max,akt1,Enrichment factor 1%,27.7212543554007, DUD-AD,SimilaritySearch_Max,akt1,Enrichment factor 5%,15.446669093556608, DUD-AD,SimilaritySearch_Max,akt1,RIE,12.168985021722667, DUD-AD,SimilaritySearch_Max,akt1,AUPRC,0.6826798857196943, DUD-AD,LightGBM_Ranker,akt1,AUROC,0.5335674290595046, DUD-AD,LightGBM_Ranker,akt1,BEDROC,0.31645068928547126, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 1%,18.480836236933797, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 5%,5.309792500910084, DUD-AD,LightGBM_Ranker,akt1,RIE,4.720088390986936, DUD-AD,LightGBM_Ranker,akt1,AUPRC,0.24018740411008718, DUD-AD,LightGBM_Ranker,akt1,accuracy,0.502262443438914, DUD-AD,LightGBM_Ranker,akt1,F1 score,0.0625, DUD-AD,LightGBM_Ranker,akt1,recall,0.5365853658536586, DUD-AD,LightGBM_Ranker,akt1,precision,0.033182503770739065, DUD-AD,LightGBM_Ranker,akt1,MCC,0.013070065454688638, DUD-AD,RandomForest,akt2,AUROC,0.9835791000448941, DUD-AD,RandomForest,akt2,BEDROC,0.9257210624870258, DUD-AD,RandomForest,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,RandomForest,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,RandomForest,akt2,RIE,15.556857322201507, DUD-AD,RandomForest,akt2,AUPRC,0.8569181785959372, DUD-AD,RandomForest,akt2,accuracy,0.9867394695787831, DUD-AD,RandomForest,akt2,F1 score,0.45161290322580644, DUD-AD,RandomForest,akt2,recall,0.30434782608695654, DUD-AD,RandomForest,akt2,precision,0.875, DUD-AD,RandomForest,akt2,MCC,0.5116610815563883, DUD-AD,LogisticRegression,akt2,AUROC,0.9906758296784888, DUD-AD,LogisticRegression,akt2,BEDROC,0.9154296935273024, DUD-AD,LogisticRegression,akt2,Enrichment factor 1%,55.73913043478261, DUD-AD,LogisticRegression,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,LogisticRegression,akt2,RIE,15.38390959039114, DUD-AD,LogisticRegression,akt2,AUPRC,0.8406460809042178, DUD-AD,LogisticRegression,akt2,accuracy,0.9921996879875195, DUD-AD,LogisticRegression,akt2,F1 score,0.7222222222222222, DUD-AD,LogisticRegression,akt2,recall,0.5652173913043478, DUD-AD,LogisticRegression,akt2,precision,1.0, DUD-AD,LogisticRegression,akt2,MCC,0.7488413407042992, DUD-AD,SimilaritySearch_Mean,akt2,AUROC,0.9214697655143833, DUD-AD,SimilaritySearch_Mean,akt2,BEDROC,0.6750173045234915, DUD-AD,SimilaritySearch_Mean,akt2,Enrichment factor 1%,38.58862876254181, DUD-AD,SimilaritySearch_Mean,akt2,Enrichment factor 5%,14.577926421404683, DUD-AD,SimilaritySearch_Mean,akt2,RIE,11.343749574746514, DUD-AD,SimilaritySearch_Mean,akt2,AUPRC,0.4713283989548731, DUD-AD,SimilaritySearch_Max,akt2,AUROC,0.9644300169216424, DUD-AD,SimilaritySearch_Max,akt2,BEDROC,0.9183565425347028, DUD-AD,SimilaritySearch_Max,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,SimilaritySearch_Max,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,SimilaritySearch_Max,akt2,RIE,15.433095650978645, DUD-AD,SimilaritySearch_Max,akt2,AUPRC,0.8109415400515496, DUD-AD,LightGBM_Ranker,akt2,AUROC,0.932244362330352, DUD-AD,LightGBM_Ranker,akt2,BEDROC,0.7401914563531691, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 1%,42.87625418060201, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 5%,15.435451505016722, DUD-AD,LightGBM_Ranker,akt2,RIE,12.439009279817876, DUD-AD,LightGBM_Ranker,akt2,AUPRC,0.5987608468863328, DUD-AD,LightGBM_Ranker,akt2,accuracy,0.516380655226209, DUD-AD,LightGBM_Ranker,akt2,F1 score,0.06626506024096386, DUD-AD,LightGBM_Ranker,akt2,recall,0.9565217391304348, DUD-AD,LightGBM_Ranker,akt2,precision,0.0343213728549142, DUD-AD,LightGBM_Ranker,akt2,MCC,0.12340777200728338, DUD-AD,RandomForest,aldr,AUROC,0.9595317052005207, DUD-AD,RandomForest,aldr,BEDROC,0.8868625620079279, DUD-AD,RandomForest,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,RandomForest,aldr,Enrichment factor 5%,16.44940828402367, DUD-AD,RandomForest,aldr,RIE,12.186317960179796, DUD-AD,RandomForest,aldr,AUPRC,0.841526785734899, DUD-AD,RandomForest,aldr,accuracy,0.9682907965970611, DUD-AD,RandomForest,aldr,F1 score,0.3492063492063492, DUD-AD,RandomForest,aldr,recall,0.21153846153846154, DUD-AD,RandomForest,aldr,precision,1.0, DUD-AD,RandomForest,aldr,MCC,0.45251871886987954, DUD-AD,LogisticRegression,aldr,AUROC,0.9694725097625985, DUD-AD,LogisticRegression,aldr,BEDROC,0.8927566704013814, DUD-AD,LogisticRegression,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,LogisticRegression,aldr,Enrichment factor 5%,16.44940828402367, DUD-AD,LogisticRegression,aldr,RIE,12.267308501080107, DUD-AD,LogisticRegression,aldr,AUPRC,0.8537222783716371, DUD-AD,LogisticRegression,aldr,accuracy,0.9837587006960556, DUD-AD,LogisticRegression,aldr,F1 score,0.7529411764705882, DUD-AD,LogisticRegression,aldr,recall,0.6153846153846154, DUD-AD,LogisticRegression,aldr,precision,0.9696969696969697, DUD-AD,LogisticRegression,aldr,MCC,0.7656369857417358, DUD-AD,SimilaritySearch_Mean,aldr,AUROC,0.815858798735511, DUD-AD,SimilaritySearch_Mean,aldr,BEDROC,0.5773483091712502, DUD-AD,SimilaritySearch_Mean,aldr,Enrichment factor 1%,21.03994082840237, DUD-AD,SimilaritySearch_Mean,aldr,Enrichment factor 5%,9.946153846153846, DUD-AD,SimilaritySearch_Mean,aldr,RIE,7.933303750016881, DUD-AD,SimilaritySearch_Mean,aldr,AUPRC,0.45271145600936946, DUD-AD,SimilaritySearch_Max,aldr,AUROC,0.929608566292692, DUD-AD,SimilaritySearch_Max,aldr,BEDROC,0.8307630606359043, DUD-AD,SimilaritySearch_Max,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,SimilaritySearch_Max,aldr,Enrichment factor 5%,15.301775147928995, DUD-AD,SimilaritySearch_Max,aldr,RIE,11.415458543104199, DUD-AD,SimilaritySearch_Max,aldr,AUPRC,0.7640986089334427, DUD-AD,LightGBM_Ranker,aldr,AUROC,0.7031705200520673, DUD-AD,LightGBM_Ranker,aldr,BEDROC,0.22214903626749893, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 1%,13.38905325443787, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 5%,3.060355029585799, DUD-AD,LightGBM_Ranker,aldr,RIE,3.0525347991397505, DUD-AD,LightGBM_Ranker,aldr,AUPRC,0.17952215469005464, DUD-AD,LightGBM_Ranker,aldr,accuracy,0.5251353441608662, DUD-AD,LightGBM_Ranker,aldr,F1 score,0.12034383954154727, DUD-AD,LightGBM_Ranker,aldr,recall,0.8076923076923077, DUD-AD,LightGBM_Ranker,aldr,precision,0.06501547987616099, DUD-AD,LightGBM_Ranker,aldr,MCC,0.12612698376287837, DUD-AD,RandomForest,ampc,AUROC,0.7805648933060509, DUD-AD,RandomForest,ampc,BEDROC,0.6050402438322298, DUD-AD,RandomForest,ampc,Enrichment factor 1%,39.83916083916084, DUD-AD,RandomForest,ampc,Enrichment factor 5%,10.789772727272727, DUD-AD,RandomForest,ampc,RIE,10.221815823126219, DUD-AD,RandomForest,ampc,AUPRC,0.5169378137819463, DUD-AD,RandomForest,ampc,accuracy,0.9842022116903634, DUD-AD,RandomForest,ampc,F1 score,0.16666666666666666, DUD-AD,RandomForest,ampc,recall,0.09090909090909091, DUD-AD,RandomForest,ampc,precision,1.0, DUD-AD,RandomForest,ampc,MCC,0.2991164588021731, DUD-AD,LogisticRegression,ampc,AUROC,0.9725591932183573, DUD-AD,LogisticRegression,ampc,BEDROC,0.813869594461442, DUD-AD,LogisticRegression,ampc,Enrichment factor 1%,48.69230769230769, DUD-AD,LogisticRegression,ampc,Enrichment factor 5%,16.18465909090909, DUD-AD,LogisticRegression,ampc,RIE,13.749870646026116, DUD-AD,LogisticRegression,ampc,AUPRC,0.7038433222935322, DUD-AD,LogisticRegression,ampc,accuracy,0.9865718799368088, DUD-AD,LogisticRegression,ampc,F1 score,0.37037037037037035, DUD-AD,LogisticRegression,ampc,recall,0.22727272727272727, DUD-AD,LogisticRegression,ampc,precision,1.0, DUD-AD,LogisticRegression,ampc,MCC,0.4735068963698542, DUD-AD,SimilaritySearch_Mean,ampc,AUROC,0.839520608009354, DUD-AD,SimilaritySearch_Mean,ampc,BEDROC,0.6624722319613618, DUD-AD,SimilaritySearch_Mean,ampc,Enrichment factor 1%,39.83916083916084, DUD-AD,SimilaritySearch_Mean,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,SimilaritySearch_Mean,ampc,RIE,11.19209706997778, DUD-AD,SimilaritySearch_Mean,ampc,AUPRC,0.553135486225553, DUD-AD,SimilaritySearch_Max,ampc,AUROC,0.8539169833382052, DUD-AD,SimilaritySearch_Max,ampc,BEDROC,0.6405143689569393, DUD-AD,SimilaritySearch_Max,ampc,Enrichment factor 1%,39.83916083916084, DUD-AD,SimilaritySearch_Max,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,SimilaritySearch_Max,ampc,RIE,10.821131282649935, DUD-AD,SimilaritySearch_Max,ampc,AUPRC,0.5306140821838766, DUD-AD,LightGBM_Ranker,ampc,AUROC,0.9279450453083894, DUD-AD,LightGBM_Ranker,ampc,BEDROC,0.6711906492127285, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 1%,39.83916083916084, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,LightGBM_Ranker,ampc,RIE,11.339389842469098, DUD-AD,LightGBM_Ranker,ampc,AUPRC,0.5395233070891831, DUD-AD,LightGBM_Ranker,ampc,accuracy,0.5157977883096366, DUD-AD,LightGBM_Ranker,ampc,F1 score,0.06412213740458016, DUD-AD,LightGBM_Ranker,ampc,recall,0.9545454545454546, DUD-AD,LightGBM_Ranker,ampc,precision,0.03317535545023697, DUD-AD,LightGBM_Ranker,ampc,MCC,0.12089503493078174, DUD-AD,RandomForest,andr,AUROC,0.954775022956841, DUD-AD,RandomForest,andr,BEDROC,0.8469500933730467, DUD-AD,RandomForest,andr,Enrichment factor 1%,18.571428571428573, DUD-AD,RandomForest,andr,Enrichment factor 5%,13.93939393939394, DUD-AD,RandomForest,andr,RIE,10.707491359368133, DUD-AD,RandomForest,andr,AUPRC,0.7758758135221893, DUD-AD,RandomForest,andr,accuracy,0.9659090909090909, DUD-AD,RandomForest,andr,F1 score,0.5054945054945055, DUD-AD,RandomForest,andr,recall,0.3484848484848485, DUD-AD,RandomForest,andr,precision,0.92, DUD-AD,RandomForest,andr,MCC,0.5546353778449806, DUD-AD,LogisticRegression,andr,AUROC,0.9591609878691219, DUD-AD,LogisticRegression,andr,BEDROC,0.8210239291893, DUD-AD,LogisticRegression,andr,Enrichment factor 1%,17.142857142857142, DUD-AD,LogisticRegression,andr,Enrichment factor 5%,13.636363636363637, DUD-AD,LogisticRegression,andr,RIE,10.379722132686757, DUD-AD,LogisticRegression,andr,AUPRC,0.7227913372068049, DUD-AD,LogisticRegression,andr,accuracy,0.9734848484848485, DUD-AD,LogisticRegression,andr,F1 score,0.6601941747572816, DUD-AD,LogisticRegression,andr,recall,0.5151515151515151, DUD-AD,LogisticRegression,andr,precision,0.918918918918919, DUD-AD,LogisticRegression,andr,MCC,0.6770488148776683, DUD-AD,SimilaritySearch_Mean,andr,AUROC,0.8542723889613841, DUD-AD,SimilaritySearch_Mean,andr,BEDROC,0.5935150944612317, DUD-AD,SimilaritySearch_Mean,andr,Enrichment factor 1%,15.714285714285714, DUD-AD,SimilaritySearch_Mean,andr,Enrichment factor 5%,9.393939393939394, DUD-AD,SimilaritySearch_Mean,andr,RIE,7.503461907938634, DUD-AD,SimilaritySearch_Mean,andr,AUPRC,0.4528011432683656, DUD-AD,SimilaritySearch_Max,andr,AUROC,0.9282236237977864, DUD-AD,SimilaritySearch_Max,andr,BEDROC,0.8343667146468434, DUD-AD,SimilaritySearch_Max,andr,Enrichment factor 1%,17.142857142857142, DUD-AD,SimilaritySearch_Max,andr,Enrichment factor 5%,14.848484848484848, DUD-AD,SimilaritySearch_Max,andr,RIE,10.548407112084373, DUD-AD,SimilaritySearch_Max,andr,AUPRC,0.7198516445496836, DUD-AD,LightGBM_Ranker,andr,AUROC,0.7124836885602437, DUD-AD,LightGBM_Ranker,andr,BEDROC,0.39766280961760325, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 1%,15.714285714285714, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 5%,5.454545454545454, DUD-AD,LightGBM_Ranker,andr,RIE,5.027416801843815, DUD-AD,LightGBM_Ranker,andr,AUPRC,0.29489424963186733, DUD-AD,LightGBM_Ranker,andr,accuracy,0.5257575757575758, DUD-AD,LightGBM_Ranker,andr,F1 score,0.13774104683195593, DUD-AD,LightGBM_Ranker,andr,recall,0.7575757575757576, DUD-AD,LightGBM_Ranker,andr,precision,0.07575757575757576, DUD-AD,LightGBM_Ranker,andr,MCC,0.11818386290301668, DUD-AD,RandomForest,aofb,AUROC,0.8978524313545022, DUD-AD,RandomForest,aofb,BEDROC,0.715931487905959, DUD-AD,RandomForest,aofb,Enrichment factor 1%,22.345428156748913, DUD-AD,RandomForest,aofb,Enrichment factor 5%,11.91756168359942, DUD-AD,RandomForest,aofb,RIE,9.744940875743803, DUD-AD,RandomForest,aofb,AUPRC,0.6014580914599186, DUD-AD,RandomForest,aofb,accuracy,0.961028838659392, DUD-AD,RandomForest,aofb,F1 score,0.10714285714285714, DUD-AD,RandomForest,aofb,recall,0.05660377358490566, DUD-AD,RandomForest,aofb,precision,1.0, DUD-AD,RandomForest,aofb,MCC,0.2332224017525874, DUD-AD,LogisticRegression,aofb,AUROC,0.9458199110292991, DUD-AD,LogisticRegression,aofb,BEDROC,0.725481758976449, DUD-AD,LogisticRegression,aofb,Enrichment factor 1%,20.4833091436865, DUD-AD,LogisticRegression,aofb,Enrichment factor 5%,12.662409288824383, DUD-AD,LogisticRegression,aofb,RIE,9.874934915521736, DUD-AD,LogisticRegression,aofb,AUPRC,0.6150076067778237, DUD-AD,LogisticRegression,aofb,accuracy,0.970381917381138, DUD-AD,LogisticRegression,aofb,F1 score,0.5, DUD-AD,LogisticRegression,aofb,recall,0.3584905660377358, DUD-AD,LogisticRegression,aofb,precision,0.8260869565217391, DUD-AD,LogisticRegression,aofb,MCC,0.5327965064586617, DUD-AD,SimilaritySearch_Mean,aofb,AUROC,0.7512962110753183, DUD-AD,SimilaritySearch_Mean,aofb,BEDROC,0.35338203236884147, DUD-AD,SimilaritySearch_Mean,aofb,Enrichment factor 1%,7.448476052249637, DUD-AD,SimilaritySearch_Mean,aofb,Enrichment factor 5%,5.95878084179971, DUD-AD,SimilaritySearch_Mean,aofb,RIE,4.810079027666208, DUD-AD,SimilaritySearch_Mean,aofb,AUPRC,0.1777355148773412, DUD-AD,SimilaritySearch_Max,aofb,AUROC,0.8839469243749042, DUD-AD,SimilaritySearch_Max,aofb,BEDROC,0.699501998897042, DUD-AD,SimilaritySearch_Max,aofb,Enrichment factor 1%,24.20754716981132, DUD-AD,SimilaritySearch_Max,aofb,Enrichment factor 5%,11.545137880986937, DUD-AD,SimilaritySearch_Max,aofb,RIE,9.521309982757359, DUD-AD,SimilaritySearch_Max,aofb,AUPRC,0.6068911637686656, DUD-AD,LightGBM_Ranker,aofb,AUROC,0.7004908728332566, DUD-AD,LightGBM_Ranker,aofb,BEDROC,0.438204981933892, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 1%,16.759071117561685, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 5%,7.820899854862119, DUD-AD,LightGBM_Ranker,aofb,RIE,5.964651269485843, DUD-AD,LightGBM_Ranker,aofb,AUPRC,0.303186057023106, DUD-AD,LightGBM_Ranker,aofb,accuracy,0.5167575993764614, DUD-AD,LightGBM_Ranker,aofb,F1 score,0.10662824207492795, DUD-AD,LightGBM_Ranker,aofb,recall,0.6981132075471698, DUD-AD,LightGBM_Ranker,aofb,precision,0.057722308892355696, DUD-AD,LightGBM_Ranker,aofb,MCC,0.08241047256053384, DUD-AD,RandomForest,braf,AUROC,0.9537330051570558, DUD-AD,RandomForest,braf,BEDROC,0.8838200680308481, DUD-AD,RandomForest,braf,Enrichment factor 1%,47.81481481481482, DUD-AD,RandomForest,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,RandomForest,braf,RIE,14.445307664305012, DUD-AD,RandomForest,braf,AUPRC,0.8198658239208324, DUD-AD,RandomForest,braf,accuracy,0.9891556932610379, DUD-AD,RandomForest,braf,F1 score,0.65, DUD-AD,RandomForest,braf,recall,0.48148148148148145, DUD-AD,RandomForest,braf,precision,1.0, DUD-AD,RandomForest,braf,MCC,0.6900775582914052, DUD-AD,LogisticRegression,braf,AUROC,0.9616443975621191, DUD-AD,LogisticRegression,braf,BEDROC,0.8599029230196625, DUD-AD,LogisticRegression,braf,Enrichment factor 1%,47.81481481481482, DUD-AD,LogisticRegression,braf,Enrichment factor 5%,16.91908831908832, DUD-AD,LogisticRegression,braf,RIE,14.05440172155587, DUD-AD,LogisticRegression,braf,AUPRC,0.7924545083931189, DUD-AD,LogisticRegression,braf,accuracy,0.9899302865995352, DUD-AD,LogisticRegression,braf,F1 score,0.6976744186046512, DUD-AD,LogisticRegression,braf,recall,0.5555555555555556, DUD-AD,LogisticRegression,braf,precision,0.9375, DUD-AD,LogisticRegression,braf,MCC,0.7175446523679243, DUD-AD,SimilaritySearch_Mean,braf,AUROC,0.9140002344116268, DUD-AD,SimilaritySearch_Mean,braf,BEDROC,0.7439430743700334, DUD-AD,SimilaritySearch_Mean,braf,Enrichment factor 1%,36.78062678062678, DUD-AD,SimilaritySearch_Mean,braf,Enrichment factor 5%,15.447863247863248, DUD-AD,SimilaritySearch_Mean,braf,RIE,12.159133957103572, DUD-AD,SimilaritySearch_Mean,braf,AUPRC,0.607952013903621, DUD-AD,SimilaritySearch_Max,braf,AUROC,0.9502607829348335, DUD-AD,SimilaritySearch_Max,braf,BEDROC,0.848199721635033, DUD-AD,SimilaritySearch_Max,braf,Enrichment factor 1%,36.78062678062678, DUD-AD,SimilaritySearch_Max,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,SimilaritySearch_Max,braf,RIE,13.863122579822937, DUD-AD,SimilaritySearch_Max,braf,AUPRC,0.6160690308620209, DUD-AD,LightGBM_Ranker,braf,AUROC,0.8551629160806375, DUD-AD,LightGBM_Ranker,braf,BEDROC,0.3621917239233322, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 1%,18.39031339031339, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 5%,5.884900284900285, DUD-AD,LightGBM_Ranker,braf,RIE,5.919724049594356, DUD-AD,LightGBM_Ranker,braf,AUPRC,0.23014831484572906, DUD-AD,LightGBM_Ranker,braf,accuracy,0.5182029434546863, DUD-AD,LightGBM_Ranker,braf,F1 score,0.0744047619047619, DUD-AD,LightGBM_Ranker,braf,recall,0.9259259259259259, DUD-AD,LightGBM_Ranker,braf,precision,0.03875968992248062, DUD-AD,LightGBM_Ranker,braf,MCC,0.12461412548848971, DUD-AD,RandomForest,cdk2,AUROC,0.9499700239808153, DUD-AD,RandomForest,cdk2,BEDROC,0.8843342357505186, DUD-AD,RandomForest,cdk2,Enrichment factor 1%,11.425, DUD-AD,RandomForest,cdk2,Enrichment factor 5%,10.928260869565216, DUD-AD,RandomForest,cdk2,RIE,8.34875059760507, DUD-AD,RandomForest,cdk2,AUPRC,0.8227009035621369, DUD-AD,RandomForest,cdk2,accuracy,0.949671772428884, DUD-AD,RandomForest,cdk2,F1 score,0.5964912280701754, DUD-AD,RandomForest,cdk2,recall,0.425, DUD-AD,RandomForest,cdk2,precision,1.0, DUD-AD,RandomForest,cdk2,MCC,0.6346527325310204, DUD-AD,LogisticRegression,cdk2,AUROC,0.9414868105515588, DUD-AD,LogisticRegression,cdk2,BEDROC,0.9131963074674965, DUD-AD,LogisticRegression,cdk2,Enrichment factor 1%,11.425, DUD-AD,LogisticRegression,cdk2,Enrichment factor 5%,11.093840579710145, DUD-AD,LogisticRegression,cdk2,RIE,8.6212292889418, DUD-AD,LogisticRegression,cdk2,AUPRC,0.8566662036933854, DUD-AD,LogisticRegression,cdk2,accuracy,0.9686360320933625, DUD-AD,LogisticRegression,cdk2,F1 score,0.7860696517412935, DUD-AD,LogisticRegression,cdk2,recall,0.6583333333333333, DUD-AD,LogisticRegression,cdk2,precision,0.9753086419753086, DUD-AD,LogisticRegression,cdk2,MCC,0.787175953852824, DUD-AD,SimilaritySearch_Mean,cdk2,AUROC,0.7175393018918199, DUD-AD,SimilaritySearch_Mean,cdk2,BEDROC,0.44714470677515306, DUD-AD,SimilaritySearch_Mean,cdk2,Enrichment factor 1%,9.792857142857143, DUD-AD,SimilaritySearch_Mean,cdk2,Enrichment factor 5%,4.967391304347826, DUD-AD,SimilaritySearch_Mean,cdk2,RIE,4.221367369905074, DUD-AD,SimilaritySearch_Mean,cdk2,AUPRC,0.3247712153253348, DUD-AD,SimilaritySearch_Max,cdk2,AUROC,0.8932021049826806, DUD-AD,SimilaritySearch_Max,cdk2,BEDROC,0.8190399788154581, DUD-AD,SimilaritySearch_Max,cdk2,Enrichment factor 1%,9.792857142857143, DUD-AD,SimilaritySearch_Max,cdk2,Enrichment factor 5%,10.10036231884058, DUD-AD,SimilaritySearch_Max,cdk2,RIE,7.732325905159868, DUD-AD,SimilaritySearch_Max,cdk2,AUPRC,0.69312146916831, DUD-AD,LightGBM_Ranker,cdk2,AUROC,0.5486277644551026, DUD-AD,LightGBM_Ranker,cdk2,BEDROC,0.24108045457067745, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 1%,4.080357142857143, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 5%,2.8148550724637684, DUD-AD,LightGBM_Ranker,cdk2,RIE,2.2759727938487515, DUD-AD,LightGBM_Ranker,cdk2,AUPRC,0.1622105125410478, DUD-AD,LightGBM_Ranker,cdk2,accuracy,0.50036469730124, DUD-AD,LightGBM_Ranker,cdk2,F1 score,0.14906832298136646, DUD-AD,LightGBM_Ranker,cdk2,recall,0.5, DUD-AD,LightGBM_Ranker,cdk2,precision,0.08759124087591241, DUD-AD,LightGBM_Ranker,cdk2,MCC,0.00022590436829174313, DUD-AD,RandomForest,cp2c9,AUROC,0.8633033440280488, DUD-AD,RandomForest,cp2c9,BEDROC,0.6216399320112207, DUD-AD,RandomForest,cp2c9,Enrichment factor 1%,22.155416012558867, DUD-AD,RandomForest,cp2c9,Enrichment factor 5%,10.070643642072213, DUD-AD,RandomForest,cp2c9,RIE,8.693830965043949, DUD-AD,RandomForest,cp2c9,AUPRC,0.48476800139827686, DUD-AD,RandomForest,cp2c9,accuracy,0.9641465315666407, DUD-AD,RandomForest,cp2c9,F1 score,0.14814814814814814, DUD-AD,RandomForest,cp2c9,recall,0.08163265306122448, DUD-AD,RandomForest,cp2c9,precision,0.8, DUD-AD,RandomForest,cp2c9,MCC,0.24862013050438972, DUD-AD,LogisticRegression,cp2c9,AUROC,0.8618231733536202, DUD-AD,LogisticRegression,cp2c9,BEDROC,0.6424821387740107, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 1%,24.169544740973315, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 5%,10.87629513343799, DUD-AD,LogisticRegression,cp2c9,RIE,8.985315813287771, DUD-AD,LogisticRegression,cp2c9,AUPRC,0.518260302517557, DUD-AD,LogisticRegression,cp2c9,accuracy,0.9711613406079501, DUD-AD,LogisticRegression,cp2c9,F1 score,0.4307692307692308, DUD-AD,LogisticRegression,cp2c9,recall,0.2857142857142857, DUD-AD,LogisticRegression,cp2c9,precision,0.875, DUD-AD,LogisticRegression,cp2c9,MCC,0.4906464713007545, DUD-AD,SimilaritySearch_Mean,cp2c9,AUROC,0.7033043363212383, DUD-AD,SimilaritySearch_Mean,cp2c9,BEDROC,0.37723594358994245, DUD-AD,SimilaritySearch_Mean,cp2c9,Enrichment factor 1%,16.113029827315543, DUD-AD,SimilaritySearch_Mean,cp2c9,Enrichment factor 5%,5.63956043956044, DUD-AD,SimilaritySearch_Mean,cp2c9,RIE,5.27576394911033, DUD-AD,SimilaritySearch_Mean,cp2c9,AUPRC,0.25779420345374854, DUD-AD,SimilaritySearch_Max,cp2c9,AUROC,0.8643287136572619, DUD-AD,SimilaritySearch_Max,cp2c9,BEDROC,0.6056618101478005, DUD-AD,SimilaritySearch_Max,cp2c9,Enrichment factor 1%,18.127158555729984, DUD-AD,SimilaritySearch_Max,cp2c9,Enrichment factor 5%,9.667817896389325, DUD-AD,SimilaritySearch_Max,cp2c9,RIE,8.470371881292067, DUD-AD,SimilaritySearch_Max,cp2c9,AUPRC,0.4454789047458465, DUD-AD,LightGBM_Ranker,cp2c9,AUROC,0.7349088744087586, DUD-AD,LightGBM_Ranker,cp2c9,BEDROC,0.4395922554753076, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 1%,22.155416012558867, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 5%,7.250863422291994, DUD-AD,LightGBM_Ranker,cp2c9,RIE,6.147836677003997, DUD-AD,LightGBM_Ranker,cp2c9,AUPRC,0.33148637155017857, DUD-AD,LightGBM_Ranker,cp2c9,accuracy,0.5198752922837101, DUD-AD,LightGBM_Ranker,cp2c9,F1 score,0.1072463768115942, DUD-AD,LightGBM_Ranker,cp2c9,recall,0.7551020408163265, DUD-AD,LightGBM_Ranker,cp2c9,precision,0.057722308892355696, DUD-AD,LightGBM_Ranker,cp2c9,MCC,0.10182337148535013, DUD-AD,RandomForest,cp3a4,AUROC,0.8417981762158561, DUD-AD,RandomForest,cp3a4,BEDROC,0.6805740768273723, DUD-AD,RandomForest,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,RandomForest,cp3a4,Enrichment factor 5%,9.835443037974683, DUD-AD,RandomForest,cp3a4,RIE,7.862839959813372, DUD-AD,RandomForest,cp3a4,AUPRC,0.5500049343558192, DUD-AD,RandomForest,cp3a4,accuracy,0.9420849420849421, DUD-AD,RandomForest,cp3a4,F1 score,0.11764705882352941, DUD-AD,RandomForest,cp3a4,recall,0.06329113924050633, DUD-AD,RandomForest,cp3a4,precision,0.8333333333333334, DUD-AD,RandomForest,cp3a4,MCC,0.22016141599584327, DUD-AD,LogisticRegression,cp3a4,AUROC,0.8934356262491673, DUD-AD,LogisticRegression,cp3a4,BEDROC,0.6912743339137821, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 5%,10.592015579357351, DUD-AD,LogisticRegression,cp3a4,RIE,7.986462664528145, DUD-AD,LogisticRegression,cp3a4,AUPRC,0.5876241541672502, DUD-AD,LogisticRegression,cp3a4,accuracy,0.9513513513513514, DUD-AD,LogisticRegression,cp3a4,F1 score,0.36363636363636365, DUD-AD,LogisticRegression,cp3a4,recall,0.22784810126582278, DUD-AD,LogisticRegression,cp3a4,precision,0.9, DUD-AD,LogisticRegression,cp3a4,MCC,0.43904527029647095, DUD-AD,SimilaritySearch_Mean,cp3a4,AUROC,0.620388491005996, DUD-AD,SimilaritySearch_Mean,cp3a4,BEDROC,0.3182663327838367, DUD-AD,SimilaritySearch_Mean,cp3a4,Enrichment factor 1%,8.82667964946446, DUD-AD,SimilaritySearch_Mean,cp3a4,Enrichment factor 5%,4.539435248296008, DUD-AD,SimilaritySearch_Mean,cp3a4,RIE,3.6770093862044915, DUD-AD,SimilaritySearch_Mean,cp3a4,AUPRC,0.19979398256668196, DUD-AD,SimilaritySearch_Max,cp3a4,AUROC,0.7974371252498335, DUD-AD,SimilaritySearch_Max,cp3a4,BEDROC,0.6008587683749611, DUD-AD,SimilaritySearch_Max,cp3a4,Enrichment factor 1%,11.34858812074002, DUD-AD,SimilaritySearch_Max,cp3a4,Enrichment factor 5%,8.82667964946446, DUD-AD,SimilaritySearch_Max,cp3a4,RIE,6.941869373921976, DUD-AD,SimilaritySearch_Max,cp3a4,AUPRC,0.4288540996755965, DUD-AD,LightGBM_Ranker,cp3a4,AUROC,0.7276919553630913, DUD-AD,LightGBM_Ranker,cp3a4,BEDROC,0.4275525051297185, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 1%,11.34858812074002, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 5%,5.548198636806232, DUD-AD,LightGBM_Ranker,cp3a4,RIE,4.93961944353496, DUD-AD,LightGBM_Ranker,cp3a4,AUPRC,0.3001994190644068, DUD-AD,LightGBM_Ranker,cp3a4,accuracy,0.5305019305019305, DUD-AD,LightGBM_Ranker,cp3a4,F1 score,0.162534435261708, DUD-AD,LightGBM_Ranker,cp3a4,recall,0.7468354430379747, DUD-AD,LightGBM_Ranker,cp3a4,precision,0.09119010819165378, DUD-AD,LightGBM_Ranker,cp3a4,MCC,0.1260268834915741, DUD-AD,RandomForest,csf1r,AUROC,0.9312877137110294, DUD-AD,RandomForest,csf1r,BEDROC,0.8064541852367382, DUD-AD,RandomForest,csf1r,Enrichment factor 1%,31.433198380566804, DUD-AD,RandomForest,csf1r,Enrichment factor 5%,15.716599190283402, DUD-AD,RandomForest,csf1r,RIE,12.198255299576848, DUD-AD,RandomForest,csf1r,AUPRC,0.6949748612100238, DUD-AD,RandomForest,csf1r,accuracy,0.9775888717156105, DUD-AD,RandomForest,csf1r,F1 score,0.40816326530612246, DUD-AD,RandomForest,csf1r,recall,0.2631578947368421, DUD-AD,RandomForest,csf1r,precision,0.9090909090909091, DUD-AD,RandomForest,csf1r,MCC,0.48247788387649904, DUD-AD,LogisticRegression,csf1r,AUROC,0.9178469661414684, DUD-AD,LogisticRegression,csf1r,BEDROC,0.7548940175594683, DUD-AD,LogisticRegression,csf1r,Enrichment factor 1%,28.813765182186234, DUD-AD,LogisticRegression,csf1r,Enrichment factor 5%,14.14493927125506, DUD-AD,LogisticRegression,csf1r,RIE,11.418367120883119, DUD-AD,LogisticRegression,csf1r,AUPRC,0.6443921896771383, DUD-AD,LogisticRegression,csf1r,accuracy,0.9799072642967542, DUD-AD,LogisticRegression,csf1r,F1 score,0.5185185185185185, DUD-AD,LogisticRegression,csf1r,recall,0.3684210526315789, DUD-AD,LogisticRegression,csf1r,precision,0.875, DUD-AD,LogisticRegression,csf1r,MCC,0.5604340346097492, DUD-AD,SimilaritySearch_Mean,csf1r,AUROC,0.8607106939322829, DUD-AD,SimilaritySearch_Mean,csf1r,BEDROC,0.5685645126397759, DUD-AD,SimilaritySearch_Mean,csf1r,Enrichment factor 1%,23.574898785425102, DUD-AD,SimilaritySearch_Mean,csf1r,Enrichment factor 5%,10.477732793522266, DUD-AD,SimilaritySearch_Mean,csf1r,RIE,8.599986483754481, DUD-AD,SimilaritySearch_Mean,csf1r,AUPRC,0.4187738462894504, DUD-AD,SimilaritySearch_Max,csf1r,AUROC,0.9630719912839425, DUD-AD,SimilaritySearch_Max,csf1r,BEDROC,0.776314926634307, DUD-AD,SimilaritySearch_Max,csf1r,Enrichment factor 1%,20.955465587044532, DUD-AD,SimilaritySearch_Max,csf1r,Enrichment factor 5%,16.240485829959514, DUD-AD,SimilaritySearch_Max,csf1r,RIE,11.74237525578499, DUD-AD,SimilaritySearch_Max,csf1r,AUPRC,0.5536612773447269, DUD-AD,LightGBM_Ranker,csf1r,AUROC,0.73539641300704, DUD-AD,LightGBM_Ranker,csf1r,BEDROC,0.30790668373766705, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 1%,13.097165991902834, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 5%,4.714979757085021, DUD-AD,LightGBM_Ranker,csf1r,RIE,4.657331356697076, DUD-AD,LightGBM_Ranker,csf1r,AUPRC,0.1707997365775491, DUD-AD,LightGBM_Ranker,csf1r,accuracy,0.5170015455950541, DUD-AD,LightGBM_Ranker,csf1r,F1 score,0.08759124087591241, DUD-AD,LightGBM_Ranker,csf1r,recall,0.7894736842105263, DUD-AD,LightGBM_Ranker,csf1r,precision,0.04636785162287481, DUD-AD,LightGBM_Ranker,csf1r,MCC,0.10070152856093538, DUD-AD,RandomForest,cxcr4,AUROC,0.9476351351351352, DUD-AD,RandomForest,cxcr4,BEDROC,0.783497502849737, DUD-AD,RandomForest,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,RandomForest,cxcr4,Enrichment factor 5%,14.8359375, DUD-AD,RandomForest,cxcr4,RIE,14.72017718724707, DUD-AD,RandomForest,cxcr4,AUPRC,0.6401313574912129, DUD-AD,RandomForest,cxcr4,accuracy,0.995260663507109, DUD-AD,RandomForest,cxcr4,F1 score,0.5, DUD-AD,RandomForest,cxcr4,recall,0.375, DUD-AD,RandomForest,cxcr4,precision,0.75, DUD-AD,RandomForest,cxcr4,MCC,0.5283665660037712, DUD-AD,LogisticRegression,cxcr4,AUROC,0.9911565977742449, DUD-AD,LogisticRegression,cxcr4,BEDROC,0.8825518960139787, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 5%,17.30859375, DUD-AD,LogisticRegression,cxcr4,RIE,16.581189135462477, DUD-AD,LogisticRegression,cxcr4,AUPRC,0.689442677756034, DUD-AD,LogisticRegression,cxcr4,accuracy,0.9960505529225908, DUD-AD,LogisticRegression,cxcr4,F1 score,0.6153846153846154, DUD-AD,LogisticRegression,cxcr4,recall,0.5, DUD-AD,LogisticRegression,cxcr4,precision,0.8, DUD-AD,LogisticRegression,cxcr4,MCC,0.630698460962027, DUD-AD,SimilaritySearch_Mean,cxcr4,AUROC,0.9261724960254372, DUD-AD,SimilaritySearch_Mean,cxcr4,BEDROC,0.5804004980124392, DUD-AD,SimilaritySearch_Mean,cxcr4,Enrichment factor 1%,48.69230769230769, DUD-AD,SimilaritySearch_Mean,cxcr4,Enrichment factor 5%,9.890625, DUD-AD,SimilaritySearch_Mean,cxcr4,RIE,10.904435748881292, DUD-AD,SimilaritySearch_Mean,cxcr4,AUPRC,0.5211824928179458, DUD-AD,SimilaritySearch_Max,cxcr4,AUROC,0.9849960254372019, DUD-AD,SimilaritySearch_Max,cxcr4,BEDROC,0.8740169535717998, DUD-AD,SimilaritySearch_Max,cxcr4,Enrichment factor 1%,85.21153846153847, DUD-AD,SimilaritySearch_Max,cxcr4,Enrichment factor 5%,17.30859375, DUD-AD,SimilaritySearch_Max,cxcr4,RIE,16.420836531657322, DUD-AD,SimilaritySearch_Max,cxcr4,AUPRC,0.6874573062073063, DUD-AD,LightGBM_Ranker,cxcr4,AUROC,0.8902523847376789, DUD-AD,LightGBM_Ranker,cxcr4,BEDROC,0.7174301025150087, DUD-AD,LightGBM_Ranker,cxcr4,Enrichment factor 1%,48.69230769230769, DUD-AD,LightGBM_Ranker,cxcr4,Enrichment factor 5%,14.8359375, DUD-AD,LightGBM_Ranker,cxcr4,RIE,13.478917537040612, DUD-AD,LightGBM_Ranker,cxcr4,AUPRC,0.5798860884147536, DUD-AD,LightGBM_Ranker,cxcr4,accuracy,0.5055292259083728, DUD-AD,LightGBM_Ranker,cxcr4,F1 score,0.021875, DUD-AD,LightGBM_Ranker,cxcr4,recall,0.875, DUD-AD,LightGBM_Ranker,cxcr4,precision,0.011075949367088608, DUD-AD,LightGBM_Ranker,cxcr4,MCC,0.059934971316135725, DUD-AD,RandomForest,egfr,AUROC,0.9312771739130437, DUD-AD,RandomForest,egfr,BEDROC,0.8881399609824348, DUD-AD,RandomForest,egfr,Enrichment factor 1%,13.88, DUD-AD,RandomForest,egfr,Enrichment factor 5%,12.690285714285714, DUD-AD,RandomForest,egfr,RIE,9.409375743051628, DUD-AD,RandomForest,egfr,AUPRC,0.8281057145576182, DUD-AD,RandomForest,egfr,accuracy,0.9639769452449568, DUD-AD,RandomForest,egfr,F1 score,0.6666666666666666, DUD-AD,RandomForest,egfr,recall,0.5, DUD-AD,RandomForest,egfr,precision,1.0, DUD-AD,RandomForest,egfr,MCC,0.6937689789213715, DUD-AD,LogisticRegression,egfr,AUROC,0.950139751552795, DUD-AD,LogisticRegression,egfr,BEDROC,0.8843877586865422, DUD-AD,LogisticRegression,egfr,Enrichment factor 1%,13.88, DUD-AD,LogisticRegression,egfr,Enrichment factor 5%,13.086857142857143, DUD-AD,LogisticRegression,egfr,RIE,9.369623133698488, DUD-AD,LogisticRegression,egfr,AUPRC,0.8305810164373176, DUD-AD,LogisticRegression,egfr,accuracy,0.968299711815562, DUD-AD,LogisticRegression,egfr,F1 score,0.7283950617283951, DUD-AD,LogisticRegression,egfr,recall,0.59, DUD-AD,LogisticRegression,egfr,precision,0.9516129032258065, DUD-AD,LogisticRegression,egfr,MCC,0.7355707351438658, DUD-AD,SimilaritySearch_Mean,egfr,AUROC,0.8580745341614907, DUD-AD,SimilaritySearch_Mean,egfr,BEDROC,0.7463580209857333, DUD-AD,SimilaritySearch_Mean,egfr,Enrichment factor 1%,13.88, DUD-AD,SimilaritySearch_Mean,egfr,Enrichment factor 5%,10.707428571428572, DUD-AD,SimilaritySearch_Mean,egfr,RIE,7.907270677930563, DUD-AD,SimilaritySearch_Mean,egfr,AUPRC,0.6427182058012059, DUD-AD,SimilaritySearch_Max,egfr,AUROC,0.936001552795031, DUD-AD,SimilaritySearch_Max,egfr,BEDROC,0.8095218373130006, DUD-AD,SimilaritySearch_Max,egfr,Enrichment factor 1%,12.88857142857143, DUD-AD,SimilaritySearch_Max,egfr,Enrichment factor 5%,11.50057142857143, DUD-AD,SimilaritySearch_Max,egfr,RIE,8.576458082474273, DUD-AD,SimilaritySearch_Max,egfr,AUPRC,0.7080813958250917, DUD-AD,LightGBM_Ranker,egfr,AUROC,0.6940993788819876, DUD-AD,LightGBM_Ranker,egfr,BEDROC,0.31263533838748686, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 1%,4.957142857142857, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 5%,3.1725714285714286, DUD-AD,LightGBM_Ranker,egfr,RIE,3.312207030163581, DUD-AD,LightGBM_Ranker,egfr,AUPRC,0.21485513010481302, DUD-AD,LightGBM_Ranker,egfr,accuracy,0.5331412103746398, DUD-AD,LightGBM_Ranker,egfr,F1 score,0.18387909319899245, DUD-AD,LightGBM_Ranker,egfr,recall,0.73, DUD-AD,LightGBM_Ranker,egfr,precision,0.10518731988472622, DUD-AD,LightGBM_Ranker,egfr,MCC,0.12817398889233114, DUD-AD,RandomForest,esr1,AUROC,0.9681758009001853, DUD-AD,RandomForest,esr1,BEDROC,0.876205162602828, DUD-AD,RandomForest,esr1,Enrichment factor 1%,12.847619047619046, DUD-AD,RandomForest,esr1,Enrichment factor 5%,12.784640522875815, DUD-AD,RandomForest,esr1,RIE,9.674850553346351, DUD-AD,RandomForest,esr1,AUPRC,0.8085952339231353, DUD-AD,RandomForest,esr1,accuracy,0.9688658265381764, DUD-AD,RandomForest,esr1,F1 score,0.7162162162162162, DUD-AD,RandomForest,esr1,recall,0.5888888888888889, DUD-AD,RandomForest,esr1,precision,0.9137931034482759, DUD-AD,RandomForest,esr1,MCC,0.7195344704621566, DUD-AD,LogisticRegression,esr1,AUROC,0.9677610096196275, DUD-AD,LogisticRegression,esr1,BEDROC,0.878313168381531, DUD-AD,LogisticRegression,esr1,Enrichment factor 1%,14.988888888888889, DUD-AD,LogisticRegression,esr1,Enrichment factor 5%,12.784640522875815, DUD-AD,LogisticRegression,esr1,RIE,9.698126655294637, DUD-AD,LogisticRegression,esr1,AUPRC,0.8190187279454569, DUD-AD,LogisticRegression,esr1,accuracy,0.9599703484062269, DUD-AD,LogisticRegression,esr1,F1 score,0.6086956521739131, DUD-AD,LogisticRegression,esr1,recall,0.4666666666666667, DUD-AD,LogisticRegression,esr1,precision,0.875, DUD-AD,LogisticRegression,esr1,MCC,0.6221910162947472, DUD-AD,SimilaritySearch_Mean,esr1,AUROC,0.8743182419909981, DUD-AD,SimilaritySearch_Mean,esr1,BEDROC,0.7090081569480389, DUD-AD,SimilaritySearch_Mean,esr1,Enrichment factor 1%,13.918253968253968, DUD-AD,SimilaritySearch_Mean,esr1,Enrichment factor 5%,10.13954248366013, DUD-AD,SimilaritySearch_Mean,esr1,RIE,7.828700704808657, DUD-AD,SimilaritySearch_Mean,esr1,AUPRC,0.5932183467224291, DUD-AD,SimilaritySearch_Max,esr1,AUROC,0.925465537022328, DUD-AD,SimilaritySearch_Max,esr1,BEDROC,0.8079050897620453, DUD-AD,SimilaritySearch_Max,esr1,Enrichment factor 1%,12.847619047619046, DUD-AD,SimilaritySearch_Max,esr1,Enrichment factor 5%,11.902941176470588, DUD-AD,SimilaritySearch_Max,esr1,RIE,8.920697279869275, DUD-AD,SimilaritySearch_Max,esr1,AUPRC,0.6913360608411561, DUD-AD,LightGBM_Ranker,esr1,AUROC,0.6757038213749891, DUD-AD,LightGBM_Ranker,esr1,BEDROC,0.2984296498305201, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 1%,8.565079365079365, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 5%,3.5267973856209154, DUD-AD,LightGBM_Ranker,esr1,RIE,3.2951897979634936, DUD-AD,LightGBM_Ranker,esr1,AUPRC,0.22525978862333879, DUD-AD,LightGBM_Ranker,esr1,accuracy,0.5374351371386212, DUD-AD,LightGBM_Ranker,esr1,F1 score,0.18324607329842932, DUD-AD,LightGBM_Ranker,esr1,recall,0.7777777777777778, DUD-AD,LightGBM_Ranker,esr1,precision,0.10385756676557864, DUD-AD,LightGBM_Ranker,esr1,MCC,0.1487356604260881, DUD-AD,RandomForest,esr2,AUROC,0.9697665182777028, DUD-AD,RandomForest,esr2,BEDROC,0.8798713777205724, DUD-AD,RandomForest,esr2,Enrichment factor 1%,13.40531561461794, DUD-AD,RandomForest,esr2,Enrichment factor 5%,13.109610123119015, DUD-AD,RandomForest,esr2,RIE,9.930215165624569, DUD-AD,RandomForest,esr2,AUPRC,0.8113541993921408, DUD-AD,RandomForest,esr2,accuracy,0.9650557620817843, DUD-AD,RandomForest,esr2,F1 score,0.6412213740458015, DUD-AD,RandomForest,esr2,recall,0.4883720930232558, DUD-AD,RandomForest,esr2,precision,0.9333333333333333, DUD-AD,RandomForest,esr2,MCC,0.6611664686679373, DUD-AD,LogisticRegression,esr2,AUROC,0.9728189593069435, DUD-AD,LogisticRegression,esr2,BEDROC,0.897286616213239, DUD-AD,LogisticRegression,esr2,Enrichment factor 1%,15.63953488372093, DUD-AD,LogisticRegression,esr2,Enrichment factor 5%,13.799589603283174, DUD-AD,LogisticRegression,esr2,RIE,10.126763284266113, DUD-AD,LogisticRegression,esr2,AUPRC,0.8463527683539481, DUD-AD,LogisticRegression,esr2,accuracy,0.958364312267658, DUD-AD,LogisticRegression,esr2,F1 score,0.5555555555555556, DUD-AD,LogisticRegression,esr2,recall,0.4069767441860465, DUD-AD,LogisticRegression,esr2,precision,0.875, DUD-AD,LogisticRegression,esr2,MCC,0.5804136775687824, DUD-AD,SimilaritySearch_Mean,esr2,AUROC,0.8754271570275413, DUD-AD,SimilaritySearch_Mean,esr2,BEDROC,0.7467617059121892, DUD-AD,SimilaritySearch_Mean,esr2,Enrichment factor 1%,15.63953488372093, DUD-AD,SimilaritySearch_Mean,esr2,Enrichment factor 5%,10.34969220246238, DUD-AD,SimilaritySearch_Mean,esr2,RIE,8.42794141967799, DUD-AD,SimilaritySearch_Mean,esr2,AUPRC,0.6439906445343003, DUD-AD,SimilaritySearch_Max,esr2,AUROC,0.9273833053179894, DUD-AD,SimilaritySearch_Max,esr2,BEDROC,0.8307243041482039, DUD-AD,SimilaritySearch_Max,esr2,Enrichment factor 1%,13.40531561461794, DUD-AD,SimilaritySearch_Max,esr2,Enrichment factor 5%,12.419630642954855, DUD-AD,SimilaritySearch_Max,esr2,RIE,9.375542035454442, DUD-AD,SimilaritySearch_Max,esr2,AUPRC,0.7140077220022083, DUD-AD,LightGBM_Ranker,esr2,AUROC,0.8666715924413986, DUD-AD,LightGBM_Ranker,esr2,BEDROC,0.7109689768294718, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 1%,13.40531561461794, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 5%,10.34969220246238, DUD-AD,LightGBM_Ranker,esr2,RIE,8.023985219754746, DUD-AD,LightGBM_Ranker,esr2,AUPRC,0.5800868299700629, DUD-AD,LightGBM_Ranker,esr2,accuracy,0.5464684014869888, DUD-AD,LightGBM_Ranker,esr2,F1 score,0.19525065963060687, DUD-AD,LightGBM_Ranker,esr2,recall,0.8604651162790697, DUD-AD,LightGBM_Ranker,esr2,precision,0.11011904761904762, DUD-AD,LightGBM_Ranker,esr2,MCC,0.18861549834473956, DUD-AD,RandomForest,fa7,AUROC,0.9997367035281728, DUD-AD,RandomForest,fa7,BEDROC,0.9953517485703209, DUD-AD,RandomForest,fa7,Enrichment factor 1%,78.83076923076923, DUD-AD,RandomForest,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,RandomForest,fa7,RIE,17.747796572458117, DUD-AD,RandomForest,fa7,AUPRC,0.9790616246498599, DUD-AD,RandomForest,fa7,accuracy,0.9960967993754879, DUD-AD,RandomForest,fa7,F1 score,0.8, DUD-AD,RandomForest,fa7,recall,0.6666666666666666, DUD-AD,RandomForest,fa7,precision,1.0, DUD-AD,RandomForest,fa7,MCC,0.8148889861787534, DUD-AD,LogisticRegression,fa7,AUROC,0.9996313849394418, DUD-AD,LogisticRegression,fa7,BEDROC,0.9935749258372317, DUD-AD,LogisticRegression,fa7,Enrichment factor 1%,78.83076923076923, DUD-AD,LogisticRegression,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,LogisticRegression,fa7,RIE,17.716114618440407, DUD-AD,LogisticRegression,fa7,AUPRC,0.9728696741854637, DUD-AD,LogisticRegression,fa7,accuracy,0.9960967993754879, DUD-AD,LogisticRegression,fa7,F1 score,0.8, DUD-AD,LogisticRegression,fa7,recall,0.6666666666666666, DUD-AD,LogisticRegression,fa7,precision,1.0, DUD-AD,LogisticRegression,fa7,MCC,0.8148889861787534, DUD-AD,SimilaritySearch_Mean,fa7,AUROC,0.9956292785676673, DUD-AD,SimilaritySearch_Mean,fa7,BEDROC,0.9338613136102956, DUD-AD,SimilaritySearch_Mean,fa7,Enrichment factor 1%,65.6923076923077, DUD-AD,SimilaritySearch_Mean,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,SimilaritySearch_Mean,fa7,RIE,16.651380426574228, DUD-AD,SimilaritySearch_Mean,fa7,AUPRC,0.8048324528355488, DUD-AD,SimilaritySearch_Max,fa7,AUROC,0.9991574512901527, DUD-AD,SimilaritySearch_Max,fa7,BEDROC,0.984899941530507, DUD-AD,SimilaritySearch_Max,fa7,Enrichment factor 1%,72.26153846153846, DUD-AD,SimilaritySearch_Max,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,SimilaritySearch_Max,fa7,RIE,17.561433766607667, DUD-AD,SimilaritySearch_Max,fa7,AUPRC,0.9285531135531135, DUD-AD,LightGBM_Ranker,fa7,AUROC,0.9490784623486046, DUD-AD,LightGBM_Ranker,fa7,BEDROC,0.5712767786777035, DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 1%,32.84615384615385, DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 5%,13.138461538461538, DUD-AD,LightGBM_Ranker,fa7,RIE,10.186252336224307, DUD-AD,LightGBM_Ranker,fa7,AUPRC,0.40622270528414073, DUD-AD,LightGBM_Ranker,fa7,accuracy,0.5120999219359875, DUD-AD,LightGBM_Ranker,fa7,F1 score,0.04580152671755725, DUD-AD,LightGBM_Ranker,fa7,recall,1.0, DUD-AD,LightGBM_Ranker,fa7,precision,0.0234375, DUD-AD,LightGBM_Ranker,fa7,MCC,0.10893509198326701, DUD-AD,RandomForest,fabp4,AUROC,0.8737051792828685, DUD-AD,RandomForest,fabp4,BEDROC,0.7417511354898686, DUD-AD,RandomForest,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,RandomForest,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,RandomForest,fabp4,RIE,13.617570189529202, DUD-AD,RandomForest,fabp4,AUPRC,0.713234555499749, DUD-AD,RandomForest,fabp4,accuracy,0.9944707740916272, DUD-AD,RandomForest,fabp4,F1 score,0.5333333333333333, DUD-AD,RandomForest,fabp4,recall,0.36363636363636365, DUD-AD,RandomForest,fabp4,precision,1.0, DUD-AD,RandomForest,fabp4,MCC,0.6013479551841424, DUD-AD,LogisticRegression,fabp4,AUROC,0.9219847881202463, DUD-AD,LogisticRegression,fabp4,BEDROC,0.7480794486980995, DUD-AD,LogisticRegression,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,LogisticRegression,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,LogisticRegression,fabp4,RIE,13.733749653080121, DUD-AD,LogisticRegression,fabp4,AUPRC,0.7355728714179267, DUD-AD,LogisticRegression,fabp4,accuracy,0.995260663507109, DUD-AD,LogisticRegression,fabp4,F1 score,0.625, DUD-AD,LogisticRegression,fabp4,recall,0.45454545454545453, DUD-AD,LogisticRegression,fabp4,precision,1.0, DUD-AD,LogisticRegression,fabp4,MCC,0.6725939851630508, DUD-AD,SimilaritySearch_Mean,fabp4,AUROC,0.8341905106845346, DUD-AD,SimilaritySearch_Mean,fabp4,BEDROC,0.6578297545217606, DUD-AD,SimilaritySearch_Mean,fabp4,Enrichment factor 1%,61.97202797202797, DUD-AD,SimilaritySearch_Mean,fabp4,Enrichment factor 5%,12.588068181818182, DUD-AD,SimilaritySearch_Mean,fabp4,RIE,12.076884591249105, DUD-AD,SimilaritySearch_Mean,fabp4,AUPRC,0.611096803983893, DUD-AD,SimilaritySearch_Max,fabp4,AUROC,0.8600869250271641, DUD-AD,SimilaritySearch_Max,fabp4,BEDROC,0.7443660120379291, DUD-AD,SimilaritySearch_Max,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,SimilaritySearch_Max,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,SimilaritySearch_Max,fabp4,RIE,13.665575865703765, DUD-AD,SimilaritySearch_Max,fabp4,AUPRC,0.7316262841175306, DUD-AD,LightGBM_Ranker,fabp4,AUROC,0.8452734516479536, DUD-AD,LightGBM_Ranker,fabp4,BEDROC,0.6098678983703799, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 1%,44.26573426573427, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 5%,12.588068181818182, DUD-AD,LightGBM_Ranker,fabp4,RIE,11.196368324872418, DUD-AD,LightGBM_Ranker,fabp4,AUPRC,0.5021668006932161, DUD-AD,LightGBM_Ranker,fabp4,accuracy,0.5071090047393365, DUD-AD,LightGBM_Ranker,fabp4,F1 score,0.031055900621118012, DUD-AD,LightGBM_Ranker,fabp4,recall,0.9090909090909091, DUD-AD,LightGBM_Ranker,fabp4,precision,0.01579778830963665, DUD-AD,LightGBM_Ranker,fabp4,MCC,0.07659921235609927, DUD-AD,RandomForest,fak1,AUROC,0.8089996959562177, DUD-AD,RandomForest,fak1,BEDROC,0.5761477476067439, DUD-AD,RandomForest,fak1,Enrichment factor 1%,45.37278106508875, DUD-AD,RandomForest,fak1,Enrichment factor 5%,12.288461538461538, DUD-AD,RandomForest,fak1,RIE,10.426426994386919, DUD-AD,RandomForest,fak1,AUPRC,0.48271779676079174, DUD-AD,RandomForest,fak1,accuracy,0.9937402190923318, DUD-AD,RandomForest,fak1,F1 score,0.5555555555555556, DUD-AD,RandomForest,fak1,recall,0.38461538461538464, DUD-AD,RandomForest,fak1,precision,1.0, DUD-AD,RandomForest,fak1,MCC,0.6182219020223967, DUD-AD,LogisticRegression,fak1,AUROC,0.8034052903618121, DUD-AD,LogisticRegression,fak1,BEDROC,0.5758214543644573, DUD-AD,LogisticRegression,fak1,Enrichment factor 1%,45.37278106508875, DUD-AD,LogisticRegression,fak1,Enrichment factor 5%,10.752403846153847, DUD-AD,LogisticRegression,fak1,RIE,10.420522132884503, DUD-AD,LogisticRegression,fak1,AUPRC,0.4708883526842077, DUD-AD,LogisticRegression,fak1,accuracy,0.9929577464788732, DUD-AD,LogisticRegression,fak1,F1 score,0.5263157894736842, DUD-AD,LogisticRegression,fak1,recall,0.38461538461538464, DUD-AD,LogisticRegression,fak1,precision,0.8333333333333334, DUD-AD,LogisticRegression,fak1,MCC,0.5634181982209109, DUD-AD,SimilaritySearch_Mean,fak1,AUROC,0.7955001520218912, DUD-AD,SimilaritySearch_Mean,fak1,BEDROC,0.4617076525739023, DUD-AD,SimilaritySearch_Mean,fak1,Enrichment factor 1%,37.81065088757396, DUD-AD,SimilaritySearch_Mean,fak1,Enrichment factor 5%,9.216346153846153, DUD-AD,SimilaritySearch_Mean,fak1,RIE,8.35542819969348, DUD-AD,SimilaritySearch_Mean,fak1,AUPRC,0.3566553687369469, DUD-AD,SimilaritySearch_Max,fak1,AUROC,0.8054119793250228, DUD-AD,SimilaritySearch_Max,fak1,BEDROC,0.5794637899842512, DUD-AD,SimilaritySearch_Max,fak1,Enrichment factor 1%,52.934911242603555, DUD-AD,SimilaritySearch_Max,fak1,Enrichment factor 5%,10.752403846153847, DUD-AD,SimilaritySearch_Max,fak1,RIE,10.486436729305428, DUD-AD,SimilaritySearch_Max,fak1,AUPRC,0.5428939165511212, DUD-AD,LightGBM_Ranker,fak1,AUROC,0.7140164183642445, DUD-AD,LightGBM_Ranker,fak1,BEDROC,0.3341086843800449, DUD-AD,LightGBM_Ranker,fak1,Enrichment factor 1%,30.24852071005917, DUD-AD,LightGBM_Ranker,fak1,Enrichment factor 5%,6.144230769230769, DUD-AD,LightGBM_Ranker,fak1,RIE,6.0462959916350245, DUD-AD,LightGBM_Ranker,fak1,AUPRC,0.2650184159928167, DUD-AD,LightGBM_Ranker,fak1,accuracy,0.5054773082942097, DUD-AD,LightGBM_Ranker,fak1,F1 score,0.03067484662576687, DUD-AD,LightGBM_Ranker,fak1,recall,0.7692307692307693, DUD-AD,LightGBM_Ranker,fak1,precision,0.01564945226917058, DUD-AD,LightGBM_Ranker,fak1,MCC,0.05458597866289097, DUD-AD,RandomForest,fgfr1,AUROC,0.8881822999470058, DUD-AD,RandomForest,fgfr1,BEDROC,0.7199273351940162, DUD-AD,RandomForest,fgfr1,Enrichment factor 1%,39.63076923076923, DUD-AD,RandomForest,fgfr1,Enrichment factor 5%,13.870769230769232, DUD-AD,RandomForest,fgfr1,RIE,11.510200339520336, DUD-AD,RandomForest,fgfr1,AUPRC,0.585192890171001, DUD-AD,RandomForest,fgfr1,accuracy,0.9813664596273292, DUD-AD,RandomForest,fgfr1,F1 score,0.3684210526315789, DUD-AD,RandomForest,fgfr1,recall,0.23333333333333334, DUD-AD,RandomForest,fgfr1,precision,0.875, DUD-AD,RandomForest,fgfr1,MCC,0.44642210230758383, DUD-AD,LogisticRegression,fgfr1,AUROC,0.8585850556438792, DUD-AD,LogisticRegression,fgfr1,BEDROC,0.7337682951768489, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 5%,13.870769230769232, DUD-AD,LogisticRegression,fgfr1,RIE,11.731489647175268, DUD-AD,LogisticRegression,fgfr1,AUPRC,0.6281731161037315, DUD-AD,LogisticRegression,fgfr1,accuracy,0.9836956521739131, DUD-AD,LogisticRegression,fgfr1,F1 score,0.5116279069767442, DUD-AD,LogisticRegression,fgfr1,recall,0.36666666666666664, DUD-AD,LogisticRegression,fgfr1,precision,0.8461538461538461, DUD-AD,LogisticRegression,fgfr1,MCC,0.5508818501648561, DUD-AD,SimilaritySearch_Mean,fgfr1,AUROC,0.8425543190249073, DUD-AD,SimilaritySearch_Mean,fgfr1,BEDROC,0.5277544752270513, DUD-AD,SimilaritySearch_Mean,fgfr1,Enrichment factor 1%,16.51282051282051, DUD-AD,SimilaritySearch_Mean,fgfr1,Enrichment factor 5%,10.568205128205129, DUD-AD,SimilaritySearch_Mean,fgfr1,RIE,8.437740106638831, DUD-AD,SimilaritySearch_Mean,fgfr1,AUPRC,0.3302490533908375, DUD-AD,SimilaritySearch_Max,fgfr1,AUROC,0.8905537890832009, DUD-AD,SimilaritySearch_Max,fgfr1,BEDROC,0.7278954689362199, DUD-AD,SimilaritySearch_Max,fgfr1,Enrichment factor 1%,23.117948717948718, DUD-AD,SimilaritySearch_Max,fgfr1,Enrichment factor 5%,15.191794871794873, DUD-AD,SimilaritySearch_Max,fgfr1,RIE,11.637594884501405, DUD-AD,SimilaritySearch_Max,fgfr1,AUPRC,0.47021061731614033, DUD-AD,LightGBM_Ranker,fgfr1,AUROC,0.7659247482776895, DUD-AD,LightGBM_Ranker,fgfr1,BEDROC,0.4389772210067492, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 1%,19.815384615384616, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 5%,7.926153846153847, DUD-AD,LightGBM_Ranker,fgfr1,RIE,7.018369113132365, DUD-AD,LightGBM_Ranker,fgfr1,AUPRC,0.27455331736333205, DUD-AD,LightGBM_Ranker,fgfr1,accuracy,0.5139751552795031, DUD-AD,LightGBM_Ranker,fgfr1,F1 score,0.0712166172106825, DUD-AD,LightGBM_Ranker,fgfr1,recall,0.8, DUD-AD,LightGBM_Ranker,fgfr1,precision,0.037267080745341616, DUD-AD,LightGBM_Ranker,fgfr1,MCC,0.09265557535237248, DUD-AD,RandomForest,gcr,AUROC,0.9756166797180893, DUD-AD,RandomForest,gcr,BEDROC,0.882846503214251, DUD-AD,RandomForest,gcr,Enrichment factor 1%,30.573214285714283, DUD-AD,RandomForest,gcr,Enrichment factor 5%,17.460227272727273, DUD-AD,RandomForest,gcr,RIE,13.233283530731464, DUD-AD,RandomForest,gcr,AUPRC,0.7969642691206109, DUD-AD,RandomForest,gcr,accuracy,0.9810174639331815, DUD-AD,RandomForest,gcr,F1 score,0.576271186440678, DUD-AD,RandomForest,gcr,recall,0.425, DUD-AD,RandomForest,gcr,precision,0.8947368421052632, DUD-AD,RandomForest,gcr,MCC,0.6093921417982711, DUD-AD,LogisticRegression,gcr,AUROC,0.9804424432263117, DUD-AD,LogisticRegression,gcr,BEDROC,0.9258942601283642, DUD-AD,LogisticRegression,gcr,Enrichment factor 1%,32.925, DUD-AD,LogisticRegression,gcr,Enrichment factor 5%,18.956818181818182, DUD-AD,LogisticRegression,gcr,RIE,13.878540852464036, DUD-AD,LogisticRegression,gcr,AUPRC,0.8644283099073109, DUD-AD,LogisticRegression,gcr,accuracy,0.9848139711465452, DUD-AD,LogisticRegression,gcr,F1 score,0.696969696969697, DUD-AD,LogisticRegression,gcr,recall,0.575, DUD-AD,LogisticRegression,gcr,precision,0.8846153846153846, DUD-AD,LogisticRegression,gcr,MCC,0.7064240535378158, DUD-AD,SimilaritySearch_Mean,gcr,AUROC,0.8866875489428349, DUD-AD,SimilaritySearch_Mean,gcr,BEDROC,0.6798396369373028, DUD-AD,SimilaritySearch_Mean,gcr,Enrichment factor 1%,28.22142857142857, DUD-AD,SimilaritySearch_Mean,gcr,Enrichment factor 5%,11.972727272727273, DUD-AD,SimilaritySearch_Mean,gcr,RIE,10.190345263621886, DUD-AD,SimilaritySearch_Mean,gcr,AUPRC,0.5539061005841763, DUD-AD,SimilaritySearch_Max,gcr,AUROC,0.9291111981205953, DUD-AD,SimilaritySearch_Max,gcr,BEDROC,0.8431564663600888, DUD-AD,SimilaritySearch_Max,gcr,Enrichment factor 1%,23.517857142857142, DUD-AD,SimilaritySearch_Max,gcr,Enrichment factor 5%,17.460227272727273, DUD-AD,SimilaritySearch_Max,gcr,RIE,12.638356205456882, DUD-AD,SimilaritySearch_Max,gcr,AUPRC,0.6402835257842366, DUD-AD,LightGBM_Ranker,gcr,AUROC,0.6743539545810492, DUD-AD,LightGBM_Ranker,gcr,BEDROC,0.2678786287802117, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 1%,11.758928571428571, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 5%,3.9909090909090907, DUD-AD,LightGBM_Ranker,gcr,RIE,4.015323013053804, DUD-AD,LightGBM_Ranker,gcr,AUPRC,0.17149253032919223, DUD-AD,LightGBM_Ranker,gcr,accuracy,0.5125284738041003, DUD-AD,LightGBM_Ranker,gcr,F1 score,0.08022922636103152, DUD-AD,LightGBM_Ranker,gcr,recall,0.7, DUD-AD,LightGBM_Ranker,gcr,precision,0.0425531914893617, DUD-AD,LightGBM_Ranker,gcr,MCC,0.07092809295939738, DUD-AD,RandomForest,gria2,AUROC,0.9783904761904761, DUD-AD,RandomForest,gria2,BEDROC,0.87429535851001, DUD-AD,RandomForest,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,RandomForest,gria2,Enrichment factor 5%,17.037362637362637, DUD-AD,RandomForest,gria2,RIE,12.856747623055949, DUD-AD,RandomForest,gria2,AUPRC,0.7930033793030048, DUD-AD,RandomForest,gria2,accuracy,0.9721362229102167, DUD-AD,RandomForest,gria2,F1 score,0.28, DUD-AD,RandomForest,gria2,recall,0.16666666666666666, DUD-AD,RandomForest,gria2,precision,0.875, DUD-AD,RandomForest,gria2,MCC,0.37498272718960046, DUD-AD,LogisticRegression,gria2,AUROC,0.9870095238095238, DUD-AD,LogisticRegression,gria2,BEDROC,0.9103212088255328, DUD-AD,LogisticRegression,gria2,Enrichment factor 1%,30.761904761904763, DUD-AD,LogisticRegression,gria2,Enrichment factor 5%,18.45714285714286, DUD-AD,LogisticRegression,gria2,RIE,13.386517407159625, DUD-AD,LogisticRegression,gria2,AUPRC,0.8483028416405558, DUD-AD,LogisticRegression,gria2,accuracy,0.9798761609907121, DUD-AD,LogisticRegression,gria2,F1 score,0.5517241379310345, DUD-AD,LogisticRegression,gria2,recall,0.38095238095238093, DUD-AD,LogisticRegression,gria2,precision,1.0, DUD-AD,LogisticRegression,gria2,MCC,0.6108928124985938, DUD-AD,SimilaritySearch_Mean,gria2,AUROC,0.7132000000000002, DUD-AD,SimilaritySearch_Mean,gria2,BEDROC,0.5622981913992259, DUD-AD,SimilaritySearch_Mean,gria2,Enrichment factor 1%,23.66300366300366, DUD-AD,SimilaritySearch_Mean,gria2,Enrichment factor 5%,9.938461538461539, DUD-AD,SimilaritySearch_Mean,gria2,RIE,8.268745662973974, DUD-AD,SimilaritySearch_Mean,gria2,AUPRC,0.38647492621546675, DUD-AD,SimilaritySearch_Max,gria2,AUROC,0.9344285714285715, DUD-AD,SimilaritySearch_Max,gria2,BEDROC,0.7922286772525929, DUD-AD,SimilaritySearch_Max,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,SimilaritySearch_Max,gria2,Enrichment factor 5%,15.144322344322344, DUD-AD,SimilaritySearch_Max,gria2,RIE,11.649935080643484, DUD-AD,SimilaritySearch_Max,gria2,AUPRC,0.685170693220162, DUD-AD,LightGBM_Ranker,gria2,AUROC,0.8810095238095238, DUD-AD,LightGBM_Ranker,gria2,BEDROC,0.6103824967173614, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 1%,23.66300366300366, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 5%,10.411721611721612, DUD-AD,LightGBM_Ranker,gria2,RIE,8.975838259652749, DUD-AD,LightGBM_Ranker,gria2,AUPRC,0.46483339641912985, DUD-AD,LightGBM_Ranker,gria2,accuracy,0.5278637770897833, DUD-AD,LightGBM_Ranker,gria2,F1 score,0.11337209302325581, DUD-AD,LightGBM_Ranker,gria2,recall,0.9285714285714286, DUD-AD,LightGBM_Ranker,gria2,precision,0.06037151702786378, DUD-AD,LightGBM_Ranker,gria2,MCC,0.1571168809699145, DUD-AD,RandomForest,hdac8,AUROC,0.9413285600636436, DUD-AD,RandomForest,hdac8,BEDROC,0.8889581937818857, DUD-AD,RandomForest,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,RandomForest,hdac8,Enrichment factor 5%,17.82591093117409, DUD-AD,RandomForest,hdac8,RIE,13.44894623658607, DUD-AD,RandomForest,hdac8,AUPRC,0.8004796726389942, DUD-AD,RandomForest,hdac8,accuracy,0.9814671814671815, DUD-AD,RandomForest,hdac8,F1 score,0.5714285714285714, DUD-AD,RandomForest,hdac8,recall,0.42105263157894735, DUD-AD,RandomForest,hdac8,precision,0.8888888888888888, DUD-AD,RandomForest,hdac8,MCC,0.6046720363300511, DUD-AD,LogisticRegression,hdac8,AUROC,0.9704810953397816, DUD-AD,LogisticRegression,hdac8,BEDROC,0.8970625139106225, DUD-AD,LogisticRegression,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,LogisticRegression,hdac8,Enrichment factor 5%,17.82591093117409, DUD-AD,LogisticRegression,hdac8,RIE,13.571555562877665, DUD-AD,LogisticRegression,hdac8,AUPRC,0.8424470144885087, DUD-AD,LogisticRegression,hdac8,accuracy,0.9799227799227799, DUD-AD,LogisticRegression,hdac8,F1 score,0.5, DUD-AD,LogisticRegression,hdac8,recall,0.34210526315789475, DUD-AD,LogisticRegression,hdac8,precision,0.9285714285714286, DUD-AD,LogisticRegression,hdac8,MCC,0.557018357953188, DUD-AD,SimilaritySearch_Mean,hdac8,AUROC,0.8866976510488632, DUD-AD,SimilaritySearch_Mean,hdac8,BEDROC,0.7983042176374202, DUD-AD,SimilaritySearch_Mean,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,SimilaritySearch_Mean,hdac8,Enrichment factor 5%,15.728744939271257, DUD-AD,SimilaritySearch_Mean,hdac8,RIE,12.077452667210054, DUD-AD,SimilaritySearch_Mean,hdac8,AUPRC,0.6779561441284896, DUD-AD,SimilaritySearch_Max,hdac8,AUROC,0.8982958589791902, DUD-AD,SimilaritySearch_Max,hdac8,BEDROC,0.8346463522335963, DUD-AD,SimilaritySearch_Max,hdac8,Enrichment factor 1%,28.836032388663966, DUD-AD,SimilaritySearch_Max,hdac8,Enrichment factor 5%,16.777327935222672, DUD-AD,SimilaritySearch_Max,hdac8,RIE,12.62726863795825, DUD-AD,SimilaritySearch_Max,hdac8,AUPRC,0.6714930900547194, DUD-AD,LightGBM_Ranker,hdac8,AUROC,0.9222040782146297, DUD-AD,LightGBM_Ranker,hdac8,BEDROC,0.7390592892008407, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 1%,20.97165991902834, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 5%,14.680161943319836, DUD-AD,LightGBM_Ranker,hdac8,RIE,11.181142964926005, DUD-AD,LightGBM_Ranker,hdac8,AUPRC,0.5311854623406204, DUD-AD,LightGBM_Ranker,hdac8,accuracy,0.5266409266409267, DUD-AD,LightGBM_Ranker,hdac8,F1 score,0.10510948905109489, DUD-AD,LightGBM_Ranker,hdac8,recall,0.9473684210526315, DUD-AD,LightGBM_Ranker,hdac8,precision,0.05564142194744977, DUD-AD,LightGBM_Ranker,hdac8,MCC,0.15570202636418612, DUD-AD,RandomForest,hivrt,AUROC,0.9342712643678162, DUD-AD,RandomForest,hivrt,BEDROC,0.8690653201930055, DUD-AD,RandomForest,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,RandomForest,hivrt,Enrichment factor 5%,13.303482587064677, DUD-AD,RandomForest,hivrt,RIE,9.720969481532212, DUD-AD,RandomForest,hivrt,AUPRC,0.8062395512755036, DUD-AD,RandomForest,hivrt,accuracy,0.9528795811518325, DUD-AD,RandomForest,hivrt,F1 score,0.43243243243243246, DUD-AD,RandomForest,hivrt,recall,0.27586206896551724, DUD-AD,RandomForest,hivrt,precision,1.0, DUD-AD,RandomForest,hivrt,MCC,0.5124702255441073, DUD-AD,LogisticRegression,hivrt,AUROC,0.9498114942528735, DUD-AD,LogisticRegression,hivrt,BEDROC,0.8701033121710394, DUD-AD,LogisticRegression,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,LogisticRegression,hivrt,Enrichment factor 5%,12.844741808200379, DUD-AD,LogisticRegression,hivrt,RIE,9.732579987691135, DUD-AD,LogisticRegression,hivrt,AUPRC,0.810057987928122, DUD-AD,LogisticRegression,hivrt,accuracy,0.9655946148092744, DUD-AD,LogisticRegression,hivrt,F1 score,0.6461538461538462, DUD-AD,LogisticRegression,hivrt,recall,0.4827586206896552, DUD-AD,LogisticRegression,hivrt,precision,0.9767441860465116, DUD-AD,LogisticRegression,hivrt,MCC,0.6737876084599949, DUD-AD,SimilaritySearch_Mean,hivrt,AUROC,0.6494712643678161, DUD-AD,SimilaritySearch_Mean,hivrt,BEDROC,0.3456965118136445, DUD-AD,SimilaritySearch_Mean,hivrt,Enrichment factor 1%,13.172413793103448, DUD-AD,SimilaritySearch_Mean,hivrt,Enrichment factor 5%,4.128667009778693, DUD-AD,SimilaritySearch_Mean,hivrt,RIE,3.866804033561238, DUD-AD,SimilaritySearch_Mean,hivrt,AUPRC,0.25672899086144335, DUD-AD,SimilaritySearch_Max,hivrt,AUROC,0.9124, DUD-AD,SimilaritySearch_Max,hivrt,BEDROC,0.8828665520342683, DUD-AD,SimilaritySearch_Max,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,SimilaritySearch_Max,hivrt,Enrichment factor 5%,13.762223365928977, DUD-AD,SimilaritySearch_Max,hivrt,RIE,9.87534378372791, DUD-AD,SimilaritySearch_Max,hivrt,AUPRC,0.8197180848640472, DUD-AD,LightGBM_Ranker,hivrt,AUROC,0.7046620689655172, DUD-AD,LightGBM_Ranker,hivrt,BEDROC,0.3838546847938962, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 1%,10.977011494252874, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 5%,4.587407788642992, DUD-AD,LightGBM_Ranker,hivrt,RIE,4.293624001129443, DUD-AD,LightGBM_Ranker,hivrt,AUPRC,0.26765285214160267, DUD-AD,LightGBM_Ranker,hivrt,accuracy,0.5295437546746448, DUD-AD,LightGBM_Ranker,hivrt,F1 score,0.16688741721854305, DUD-AD,LightGBM_Ranker,hivrt,recall,0.7241379310344828, DUD-AD,LightGBM_Ranker,hivrt,precision,0.09431137724550898, DUD-AD,LightGBM_Ranker,hivrt,MCC,0.11846064888962342, DUD-AD,RandomForest,igf1r,AUROC,0.8786209834469328, DUD-AD,RandomForest,igf1r,BEDROC,0.6825565273430878, DUD-AD,RandomForest,igf1r,Enrichment factor 1%,41.98224852071006, DUD-AD,RandomForest,igf1r,Enrichment factor 5%,12.976331360946745, DUD-AD,RandomForest,igf1r,RIE,11.234992525404301, DUD-AD,RandomForest,igf1r,AUPRC,0.5901799627559315, DUD-AD,RandomForest,igf1r,accuracy,0.986046511627907, DUD-AD,RandomForest,igf1r,F1 score,0.47058823529411764, DUD-AD,RandomForest,igf1r,recall,0.3076923076923077, DUD-AD,RandomForest,igf1r,precision,1.0, DUD-AD,RandomForest,igf1r,MCC,0.550792279253618, DUD-AD,LogisticRegression,igf1r,AUROC,0.8458495618305745, DUD-AD,LogisticRegression,igf1r,BEDROC,0.6246898456395941, DUD-AD,LogisticRegression,igf1r,Enrichment factor 1%,38.16568047337278, DUD-AD,LogisticRegression,igf1r,Enrichment factor 5%,12.21301775147929, DUD-AD,LogisticRegression,igf1r,RIE,10.282497446349831, DUD-AD,LogisticRegression,igf1r,AUPRC,0.5109930464968757, DUD-AD,LogisticRegression,igf1r,accuracy,0.9875968992248062, DUD-AD,LogisticRegression,igf1r,F1 score,0.5555555555555556, DUD-AD,LogisticRegression,igf1r,recall,0.38461538461538464, DUD-AD,LogisticRegression,igf1r,precision,1.0, DUD-AD,LogisticRegression,igf1r,MCC,0.6162853984216179, DUD-AD,SimilaritySearch_Mean,igf1r,AUROC,0.7407193281402142, DUD-AD,SimilaritySearch_Mean,igf1r,BEDROC,0.4936720796156646, DUD-AD,SimilaritySearch_Mean,igf1r,Enrichment factor 1%,30.532544378698223, DUD-AD,SimilaritySearch_Mean,igf1r,Enrichment factor 5%,9.159763313609467, DUD-AD,SimilaritySearch_Mean,igf1r,RIE,8.12592351239004, DUD-AD,SimilaritySearch_Mean,igf1r,AUPRC,0.38677287495907825, DUD-AD,SimilaritySearch_Max,igf1r,AUROC,0.8754716407010711, DUD-AD,SimilaritySearch_Max,igf1r,BEDROC,0.7082798056610726, DUD-AD,SimilaritySearch_Max,igf1r,Enrichment factor 1%,41.98224852071006, DUD-AD,SimilaritySearch_Max,igf1r,Enrichment factor 5%,12.976331360946745, DUD-AD,SimilaritySearch_Max,igf1r,RIE,11.658401908727377, DUD-AD,SimilaritySearch_Max,igf1r,AUPRC,0.5987212562686922, DUD-AD,LightGBM_Ranker,igf1r,AUROC,0.7857838364167478, DUD-AD,LightGBM_Ranker,igf1r,BEDROC,0.40268968384800047, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 1%,22.899408284023668, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 5%,7.633136094674556, DUD-AD,LightGBM_Ranker,igf1r,RIE,6.628338344238708, DUD-AD,LightGBM_Ranker,igf1r,AUPRC,0.2566875851048006, DUD-AD,LightGBM_Ranker,igf1r,accuracy,0.513953488372093, DUD-AD,LightGBM_Ranker,igf1r,F1 score,0.06557377049180328, DUD-AD,LightGBM_Ranker,igf1r,recall,0.8461538461538461, DUD-AD,LightGBM_Ranker,igf1r,precision,0.034108527131782945, DUD-AD,LightGBM_Ranker,igf1r,MCC,0.09929155086915477, DUD-AD,RandomForest,jak2,AUROC,0.851507012061262, DUD-AD,RandomForest,jak2,BEDROC,0.6994293951843265, DUD-AD,RandomForest,jak2,Enrichment factor 1%,38.11414392059553, DUD-AD,RandomForest,jak2,Enrichment factor 5%,13.548387096774194, DUD-AD,RandomForest,jak2,RIE,11.087419709908605, DUD-AD,RandomForest,jak2,AUPRC,0.5931906074824921, DUD-AD,RandomForest,jak2,accuracy,0.9796875, DUD-AD,RandomForest,jak2,F1 score,0.3157894736842105, DUD-AD,RandomForest,jak2,recall,0.1935483870967742, DUD-AD,RandomForest,jak2,precision,0.8571428571428571, DUD-AD,RandomForest,jak2,MCC,0.4017798512883119, DUD-AD,LogisticRegression,jak2,AUROC,0.9046979519099151, DUD-AD,LogisticRegression,jak2,BEDROC,0.7204057445610264, DUD-AD,LogisticRegression,jak2,Enrichment factor 1%,38.11414392059553, DUD-AD,LogisticRegression,jak2,Enrichment factor 5%,13.548387096774194, DUD-AD,LogisticRegression,jak2,RIE,11.419938746154415, DUD-AD,LogisticRegression,jak2,AUPRC,0.6373685821120113, DUD-AD,LogisticRegression,jak2,accuracy,0.9828125, DUD-AD,LogisticRegression,jak2,F1 score,0.47619047619047616, DUD-AD,LogisticRegression,jak2,recall,0.3225806451612903, DUD-AD,LogisticRegression,jak2,precision,0.9090909090909091, DUD-AD,LogisticRegression,jak2,MCC,0.5359125976664373, DUD-AD,SimilaritySearch_Mean,jak2,AUROC,0.7809860791859293, DUD-AD,SimilaritySearch_Mean,jak2,BEDROC,0.4745354622502041, DUD-AD,SimilaritySearch_Mean,jak2,Enrichment factor 1%,28.58560794044665, DUD-AD,SimilaritySearch_Mean,jak2,Enrichment factor 5%,9.03225806451613, DUD-AD,SimilaritySearch_Mean,jak2,RIE,7.522380222158184, DUD-AD,SimilaritySearch_Mean,jak2,AUPRC,0.3290983994940801, DUD-AD,SimilaritySearch_Max,jak2,AUROC,0.8600428730080838, DUD-AD,SimilaritySearch_Max,jak2,BEDROC,0.7122110814061351, DUD-AD,SimilaritySearch_Max,jak2,Enrichment factor 1%,34.93796526054591, DUD-AD,SimilaritySearch_Max,jak2,Enrichment factor 5%,14.193548387096774, DUD-AD,SimilaritySearch_Max,jak2,RIE,11.290036185623542, DUD-AD,SimilaritySearch_Max,jak2,AUPRC,0.5693323781264468, DUD-AD,LightGBM_Ranker,jak2,AUROC,0.7192592783904543, DUD-AD,LightGBM_Ranker,jak2,BEDROC,0.31142695932288644, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 1%,19.057071960297765, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 5%,5.161290322580645, DUD-AD,LightGBM_Ranker,jak2,RIE,4.936769102563968, DUD-AD,LightGBM_Ranker,jak2,AUPRC,0.21405828980137898, DUD-AD,LightGBM_Ranker,jak2,accuracy,0.51328125, DUD-AD,LightGBM_Ranker,jak2,F1 score,0.07153502235469449, DUD-AD,LightGBM_Ranker,jak2,recall,0.7741935483870968, DUD-AD,LightGBM_Ranker,jak2,precision,0.0375, DUD-AD,LightGBM_Ranker,jak2,MCC,0.08639465113492162, DUD-AD,RandomForest,kit,AUROC,0.8622653372855478, DUD-AD,RandomForest,kit,BEDROC,0.6376904894934345, DUD-AD,RandomForest,kit,Enrichment factor 1%,21.914529914529915, DUD-AD,RandomForest,kit,Enrichment factor 5%,11.395555555555555, DUD-AD,RandomForest,kit,RIE,9.163859712938162, DUD-AD,RandomForest,kit,AUPRC,0.4806280867652105, DUD-AD,RandomForest,kit,accuracy,0.9695787831513261, DUD-AD,RandomForest,kit,F1 score,0.3157894736842105, DUD-AD,RandomForest,kit,recall,0.2, DUD-AD,RandomForest,kit,precision,0.75, DUD-AD,RandomForest,kit,MCC,0.37759838239407545, DUD-AD,LogisticRegression,kit,AUROC,0.8888888888888888, DUD-AD,LogisticRegression,kit,BEDROC,0.6292917706536745, DUD-AD,LogisticRegression,kit,Enrichment factor 1%,19.723076923076924, DUD-AD,LogisticRegression,kit,Enrichment factor 5%,10.957264957264957, DUD-AD,LogisticRegression,kit,RIE,9.043166865887645, DUD-AD,LogisticRegression,kit,AUPRC,0.47104102572047357, DUD-AD,LogisticRegression,kit,accuracy,0.96801872074883, DUD-AD,LogisticRegression,kit,F1 score,0.19607843137254902, DUD-AD,LogisticRegression,kit,recall,0.1111111111111111, DUD-AD,LogisticRegression,kit,precision,0.8333333333333334, DUD-AD,LogisticRegression,kit,MCC,0.29742419996141617, DUD-AD,SimilaritySearch_Mean,kit,AUROC,0.8035390281146142, DUD-AD,SimilaritySearch_Mean,kit,BEDROC,0.4974402368634345, DUD-AD,SimilaritySearch_Mean,kit,Enrichment factor 1%,19.723076923076924, DUD-AD,SimilaritySearch_Mean,kit,Enrichment factor 5%,8.327521367521367, DUD-AD,SimilaritySearch_Mean,kit,RIE,7.148409188587402, DUD-AD,SimilaritySearch_Mean,kit,AUPRC,0.3224998741462949, DUD-AD,SimilaritySearch_Max,kit,AUROC,0.8121979699991017, DUD-AD,SimilaritySearch_Max,kit,BEDROC,0.5817785049683943, DUD-AD,SimilaritySearch_Max,kit,Enrichment factor 1%,17.53162393162393, DUD-AD,SimilaritySearch_Max,kit,Enrichment factor 5%,10.957264957264957, DUD-AD,SimilaritySearch_Max,kit,RIE,8.360382810648579, DUD-AD,SimilaritySearch_Max,kit,AUPRC,0.3587919547908921, DUD-AD,LightGBM_Ranker,kit,AUROC,0.7625797179556273, DUD-AD,LightGBM_Ranker,kit,BEDROC,0.42231362378885345, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 1%,15.340170940170939, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 5%,7.4509401709401715, DUD-AD,LightGBM_Ranker,kit,RIE,6.0688106219216245, DUD-AD,LightGBM_Ranker,kit,AUPRC,0.27973049708151704, DUD-AD,LightGBM_Ranker,kit,accuracy,0.5195007800312013, DUD-AD,LightGBM_Ranker,kit,F1 score,0.10204081632653061, DUD-AD,LightGBM_Ranker,kit,recall,0.7777777777777778, DUD-AD,LightGBM_Ranker,kit,precision,0.054602184087363496, DUD-AD,LightGBM_Ranker,kit,MCC,0.10596169625993943, DUD-AD,RandomForest,kpcb,AUROC,0.9460739816180642, DUD-AD,RandomForest,kpcb,BEDROC,0.7991523085116643, DUD-AD,RandomForest,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,RandomForest,kpcb,Enrichment factor 5%,14.85, DUD-AD,RandomForest,kpcb,RIE,12.959701569239213, DUD-AD,RandomForest,kpcb,AUPRC,0.7338808759407642, DUD-AD,RandomForest,kpcb,accuracy,0.9883449883449883, DUD-AD,RandomForest,kpcb,F1 score,0.6341463414634146, DUD-AD,RandomForest,kpcb,recall,0.4642857142857143, DUD-AD,RandomForest,kpcb,precision,1.0, DUD-AD,RandomForest,kpcb,MCC,0.677361972642772, DUD-AD,LogisticRegression,kpcb,AUROC,0.9360036309996596, DUD-AD,LogisticRegression,kpcb,BEDROC,0.7922415727093658, DUD-AD,LogisticRegression,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,LogisticRegression,kpcb,Enrichment factor 5%,14.85, DUD-AD,LogisticRegression,kpcb,RIE,12.847631476578748, DUD-AD,LogisticRegression,kpcb,AUPRC,0.7418869403751434, DUD-AD,LogisticRegression,kpcb,accuracy,0.9906759906759907, DUD-AD,LogisticRegression,kpcb,F1 score,0.7272727272727273, DUD-AD,LogisticRegression,kpcb,recall,0.5714285714285714, DUD-AD,LogisticRegression,kpcb,precision,1.0, DUD-AD,LogisticRegression,kpcb,MCC,0.7523519750996384, DUD-AD,SimilaritySearch_Mean,kpcb,AUROC,0.739958016566436, DUD-AD,SimilaritySearch_Mean,kpcb,BEDROC,0.5963720994402103, DUD-AD,SimilaritySearch_Mean,kpcb,Enrichment factor 1%,42.42857142857143, DUD-AD,SimilaritySearch_Mean,kpcb,Enrichment factor 5%,10.607142857142858, DUD-AD,SimilaritySearch_Mean,kpcb,RIE,9.671253353234835, DUD-AD,SimilaritySearch_Mean,kpcb,AUPRC,0.5203847259735938, DUD-AD,SimilaritySearch_Max,kpcb,AUROC,0.8710144105298991, DUD-AD,SimilaritySearch_Max,kpcb,BEDROC,0.7815591031940858, DUD-AD,SimilaritySearch_Max,kpcb,Enrichment factor 1%,42.42857142857143, DUD-AD,SimilaritySearch_Max,kpcb,Enrichment factor 5%,14.85, DUD-AD,SimilaritySearch_Max,kpcb,RIE,12.674395893180838, DUD-AD,SimilaritySearch_Max,kpcb,AUPRC,0.6956272583677463, DUD-AD,LightGBM_Ranker,kpcb,AUROC,0.7616872801543176, DUD-AD,LightGBM_Ranker,kpcb,BEDROC,0.5461561066413152, DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 1%,28.285714285714285, DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 5%,10.607142857142858, DUD-AD,LightGBM_Ranker,kpcb,RIE,8.85691011584214, DUD-AD,LightGBM_Ranker,kpcb,AUPRC,0.4086300264704186, DUD-AD,LightGBM_Ranker,kpcb,accuracy,0.5112665112665112, DUD-AD,LightGBM_Ranker,kpcb,F1 score,0.06259314456035768, DUD-AD,LightGBM_Ranker,kpcb,recall,0.75, DUD-AD,LightGBM_Ranker,kpcb,precision,0.03265940902021773, DUD-AD,LightGBM_Ranker,kpcb,MCC,0.07468109145784521, DUD-AD,RandomForest,lck,AUROC,0.8828594332993537, DUD-AD,RandomForest,lck,BEDROC,0.7829574106449726, DUD-AD,RandomForest,lck,Enrichment factor 1%,15.962025316455696, DUD-AD,RandomForest,lck,Enrichment factor 5%,12.134028294862249, DUD-AD,RandomForest,lck,RIE,9.25438668539048, DUD-AD,RandomForest,lck,AUPRC,0.6869522194141476, DUD-AD,RandomForest,lck,accuracy,0.959499263622975, DUD-AD,RandomForest,lck,F1 score,0.47619047619047616, DUD-AD,RandomForest,lck,recall,0.31645569620253167, DUD-AD,RandomForest,lck,precision,0.9615384615384616, DUD-AD,RandomForest,lck,MCC,0.5391984292379496, DUD-AD,LogisticRegression,lck,AUROC,0.8653121010282954, DUD-AD,LogisticRegression,lck,BEDROC,0.7555146822813316, DUD-AD,LogisticRegression,lck,Enrichment factor 1%,17.189873417721518, DUD-AD,LogisticRegression,lck,Enrichment factor 5%,11.375651526433357, DUD-AD,LogisticRegression,lck,RIE,8.930019594171638, DUD-AD,LogisticRegression,lck,AUPRC,0.6482034525577743, DUD-AD,LogisticRegression,lck,accuracy,0.9580265095729014, DUD-AD,LogisticRegression,lck,F1 score,0.4672897196261682, DUD-AD,LogisticRegression,lck,recall,0.31645569620253167, DUD-AD,LogisticRegression,lck,precision,0.8928571428571429, DUD-AD,LogisticRegression,lck,MCC,0.517399377379097, DUD-AD,SimilaritySearch_Mean,lck,AUROC,0.764382775309033, DUD-AD,SimilaritySearch_Mean,lck,BEDROC,0.533935862424059, DUD-AD,SimilaritySearch_Mean,lck,Enrichment factor 1%,15.962025316455696, DUD-AD,SimilaritySearch_Mean,lck,Enrichment factor 5%,7.5837676842889055, DUD-AD,SimilaritySearch_Mean,lck,RIE,6.3110060500215575, DUD-AD,SimilaritySearch_Mean,lck,AUPRC,0.40485842421282997, DUD-AD,SimilaritySearch_Max,lck,AUROC,0.8653962252946824, DUD-AD,SimilaritySearch_Max,lck,BEDROC,0.6787127542048568, DUD-AD,SimilaritySearch_Max,lck,Enrichment factor 1%,7.367088607594937, DUD-AD,SimilaritySearch_Max,lck,Enrichment factor 5%,11.122859270290395, DUD-AD,SimilaritySearch_Max,lck,RIE,8.02223747863057, DUD-AD,SimilaritySearch_Max,lck,AUPRC,0.4828649221955611, DUD-AD,LightGBM_Ranker,lck,AUROC,0.6851228709137874, DUD-AD,LightGBM_Ranker,lck,BEDROC,0.3090866188822344, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 1%,7.367088607594937, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 5%,4.0446760982874155, DUD-AD,LightGBM_Ranker,lck,RIE,3.653336807955635, DUD-AD,LightGBM_Ranker,lck,AUPRC,0.18965261179858928, DUD-AD,LightGBM_Ranker,lck,accuracy,0.5198821796759941, DUD-AD,LightGBM_Ranker,lck,F1 score,0.13984168865435356, DUD-AD,LightGBM_Ranker,lck,recall,0.6708860759493671, DUD-AD,LightGBM_Ranker,lck,precision,0.0780559646539028, DUD-AD,LightGBM_Ranker,lck,MCC,0.08494052604170896, DUD-AD,RandomForest,mapk2,AUROC,0.989847331136114, DUD-AD,RandomForest,mapk2,BEDROC,0.9211562208178365, DUD-AD,RandomForest,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,RandomForest,mapk2,Enrichment factor 5%,19.017857142857142, DUD-AD,RandomForest,mapk2,RIE,15.701927623690871, DUD-AD,RandomForest,mapk2,AUPRC,0.8278148661312039, DUD-AD,RandomForest,mapk2,accuracy,0.9882629107981221, DUD-AD,RandomForest,mapk2,F1 score,0.4444444444444444, DUD-AD,RandomForest,mapk2,recall,0.2857142857142857, DUD-AD,RandomForest,mapk2,precision,1.0, DUD-AD,RandomForest,mapk2,MCC,0.5313614715775777, DUD-AD,LogisticRegression,mapk2,AUROC,0.995908625980225, DUD-AD,LogisticRegression,mapk2,BEDROC,0.9469478287339994, DUD-AD,LogisticRegression,mapk2,Enrichment factor 1%,56.175824175824175, DUD-AD,LogisticRegression,mapk2,Enrichment factor 5%,18.066964285714285, DUD-AD,LogisticRegression,mapk2,RIE,16.14156853408923, DUD-AD,LogisticRegression,mapk2,AUPRC,0.8921754878835082, DUD-AD,LogisticRegression,mapk2,accuracy,0.9921752738654147, DUD-AD,LogisticRegression,mapk2,F1 score,0.6875, DUD-AD,LogisticRegression,mapk2,recall,0.5238095238095238, DUD-AD,LogisticRegression,mapk2,precision,1.0, DUD-AD,LogisticRegression,mapk2,MCC,0.7208850625614924, DUD-AD,SimilaritySearch_Mean,mapk2,AUROC,0.8010001136492783, DUD-AD,SimilaritySearch_Mean,mapk2,BEDROC,0.5632627883294589, DUD-AD,SimilaritySearch_Mean,mapk2,Enrichment factor 1%,37.45054945054945, DUD-AD,SimilaritySearch_Mean,mapk2,Enrichment factor 5%,10.459821428571429, DUD-AD,SimilaritySearch_Mean,mapk2,RIE,9.601315556531572, DUD-AD,SimilaritySearch_Mean,mapk2,AUPRC,0.459444658166801, DUD-AD,SimilaritySearch_Max,mapk2,AUROC,0.9903776944349737, DUD-AD,SimilaritySearch_Max,mapk2,BEDROC,0.882331844685675, DUD-AD,SimilaritySearch_Max,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,SimilaritySearch_Max,mapk2,Enrichment factor 5%,18.066964285714285, DUD-AD,SimilaritySearch_Max,mapk2,RIE,15.04013158042459, DUD-AD,SimilaritySearch_Max,mapk2,AUPRC,0.6868585126534313, DUD-AD,LightGBM_Ranker,mapk2,AUROC,0.8643027616774634, DUD-AD,LightGBM_Ranker,mapk2,BEDROC,0.5410304704331687, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 1%,28.087912087912088, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 5%,9.508928571428571, DUD-AD,LightGBM_Ranker,mapk2,RIE,9.222345912143268, DUD-AD,LightGBM_Ranker,mapk2,AUPRC,0.37399458239683686, DUD-AD,LightGBM_Ranker,mapk2,accuracy,0.513302034428795, DUD-AD,LightGBM_Ranker,mapk2,F1 score,0.05757575757575758, DUD-AD,LightGBM_Ranker,mapk2,recall,0.9047619047619048, DUD-AD,LightGBM_Ranker,mapk2,precision,0.0297339593114241, DUD-AD,LightGBM_Ranker,mapk2,MCC,0.10463371259864397, DUD-AD,RandomForest,mcr,AUROC,0.9978645898756437, DUD-AD,RandomForest,mcr,BEDROC,0.965687653548871, DUD-AD,RandomForest,mcr,Enrichment factor 1%,56.825910931174086, DUD-AD,RandomForest,mcr,Enrichment factor 5%,19.9375, DUD-AD,RandomForest,mcr,RIE,16.70331548507083, DUD-AD,RandomForest,mcr,AUPRC,0.8935333740706057, DUD-AD,RandomForest,mcr,accuracy,0.9890282131661442, DUD-AD,RandomForest,mcr,F1 score,0.4166666666666667, DUD-AD,RandomForest,mcr,recall,0.2631578947368421, DUD-AD,RandomForest,mcr,precision,1.0, DUD-AD,RandomForest,mcr,MCC,0.510156078062812, DUD-AD,LogisticRegression,mcr,AUROC,0.9920026797303522, DUD-AD,LogisticRegression,mcr,BEDROC,0.9280490664936509, DUD-AD,LogisticRegression,mcr,Enrichment factor 1%,61.991902834008094, DUD-AD,LogisticRegression,mcr,Enrichment factor 5%,18.888157894736842, DUD-AD,LogisticRegression,mcr,RIE,16.052288012701407, DUD-AD,LogisticRegression,mcr,AUPRC,0.8615616755627908, DUD-AD,LogisticRegression,mcr,accuracy,0.9882445141065831, DUD-AD,LogisticRegression,mcr,F1 score,0.34782608695652173, DUD-AD,LogisticRegression,mcr,recall,0.21052631578947367, DUD-AD,LogisticRegression,mcr,precision,1.0, DUD-AD,LogisticRegression,mcr,MCC,0.4561180703951696, DUD-AD,SimilaritySearch_Mean,mcr,AUROC,0.9286521793744504, DUD-AD,SimilaritySearch_Mean,mcr,BEDROC,0.6846492841635519, DUD-AD,SimilaritySearch_Mean,mcr,Enrichment factor 1%,41.32793522267207, DUD-AD,SimilaritySearch_Mean,mcr,Enrichment factor 5%,14.69078947368421, DUD-AD,SimilaritySearch_Mean,mcr,RIE,11.842248331000448, DUD-AD,SimilaritySearch_Mean,mcr,AUPRC,0.5578315494777077, DUD-AD,SimilaritySearch_Max,mcr,AUROC,0.9980739438094042, DUD-AD,SimilaritySearch_Max,mcr,BEDROC,0.9676795910230099, DUD-AD,SimilaritySearch_Max,mcr,Enrichment factor 1%,61.991902834008094, DUD-AD,SimilaritySearch_Max,mcr,Enrichment factor 5%,19.9375, DUD-AD,SimilaritySearch_Max,mcr,RIE,16.737769648214737, DUD-AD,SimilaritySearch_Max,mcr,AUPRC,0.824503248223614, DUD-AD,LightGBM_Ranker,mcr,AUROC,0.9817862077628439, DUD-AD,LightGBM_Ranker,mcr,BEDROC,0.7883484777283765, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 1%,41.32793522267207, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 5%,16.789473684210527, DUD-AD,LightGBM_Ranker,mcr,RIE,13.635913533528086, DUD-AD,LightGBM_Ranker,mcr,AUPRC,0.5815281927386718, DUD-AD,LightGBM_Ranker,mcr,accuracy,0.5148902821316614, DUD-AD,LightGBM_Ranker,mcr,F1 score,0.0578386605783866, DUD-AD,LightGBM_Ranker,mcr,recall,1.0, DUD-AD,LightGBM_Ranker,mcr,precision,0.029780564263322883, DUD-AD,LightGBM_Ranker,mcr,MCC,0.12294451601231342, DUD-AD,RandomForest,met,AUROC,0.969047294534551, DUD-AD,RandomForest,met,BEDROC,0.8987140623333045, DUD-AD,RandomForest,met,Enrichment factor 1%,44.62068965517241, DUD-AD,RandomForest,met,Enrichment factor 5%,17.848275862068967, DUD-AD,RandomForest,met,RIE,14.48607211232847, DUD-AD,RandomForest,met,AUPRC,0.8329535494140484, DUD-AD,RandomForest,met,accuracy,0.9884080370942813, DUD-AD,RandomForest,met,F1 score,0.6511627906976745, DUD-AD,RandomForest,met,recall,0.4827586206896552, DUD-AD,RandomForest,met,precision,1.0, DUD-AD,RandomForest,met,MCC,0.6907251936214924, DUD-AD,LogisticRegression,met,AUROC,0.9725500885920676, DUD-AD,LogisticRegression,met,BEDROC,0.9067952450489521, DUD-AD,LogisticRegression,met,Enrichment factor 1%,44.62068965517241, DUD-AD,LogisticRegression,met,Enrichment factor 5%,18.53474801061008, DUD-AD,LogisticRegression,met,RIE,14.616329999745439, DUD-AD,LogisticRegression,met,AUPRC,0.8446807988334327, DUD-AD,LogisticRegression,met,accuracy,0.9899536321483772, DUD-AD,LogisticRegression,met,F1 score,0.723404255319149, DUD-AD,LogisticRegression,met,recall,0.5862068965517241, DUD-AD,LogisticRegression,met,precision,0.9444444444444444, DUD-AD,LogisticRegression,met,MCC,0.7398565855092958, DUD-AD,SimilaritySearch_Mean,met,AUROC,0.7195584026168733, DUD-AD,SimilaritySearch_Mean,met,BEDROC,0.4557630677706521, DUD-AD,SimilaritySearch_Mean,met,Enrichment factor 1%,34.323607427055705, DUD-AD,SimilaritySearch_Mean,met,Enrichment factor 5%,7.551193633952255, DUD-AD,SimilaritySearch_Mean,met,RIE,7.346292848427404, DUD-AD,SimilaritySearch_Mean,met,AUPRC,0.3871821946262188, DUD-AD,SimilaritySearch_Max,met,AUROC,0.9542183453727682, DUD-AD,SimilaritySearch_Max,met,BEDROC,0.8894053621709318, DUD-AD,SimilaritySearch_Max,met,Enrichment factor 1%,34.323607427055705, DUD-AD,SimilaritySearch_Max,met,Enrichment factor 5%,18.53474801061008, DUD-AD,SimilaritySearch_Max,met,RIE,14.336028280823355, DUD-AD,SimilaritySearch_Max,met,AUPRC,0.6914374373542881, DUD-AD,LightGBM_Ranker,met,AUROC,0.7817091454272863, DUD-AD,LightGBM_Ranker,met,BEDROC,0.36314457776542225, DUD-AD,LightGBM_Ranker,met,Enrichment factor 1%,20.594164456233422, DUD-AD,LightGBM_Ranker,met,Enrichment factor 5%,6.178249336870027, DUD-AD,LightGBM_Ranker,met,RIE,5.853406315807518, DUD-AD,LightGBM_Ranker,met,AUPRC,0.26996476065490355, DUD-AD,LightGBM_Ranker,met,accuracy,0.5146831530139103, DUD-AD,LightGBM_Ranker,met,F1 score,0.07100591715976332, DUD-AD,LightGBM_Ranker,met,recall,0.8275862068965517, DUD-AD,LightGBM_Ranker,met,precision,0.03709428129829984, DUD-AD,LightGBM_Ranker,met,MCC,0.09919946712717456, DUD-AD,RandomForest,mk01,AUROC,0.870561738208797, DUD-AD,RandomForest,mk01,BEDROC,0.7358972777392633, DUD-AD,RandomForest,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,RandomForest,mk01,Enrichment factor 5%,14.586458333333333, DUD-AD,RandomForest,mk01,RIE,13.112272638093083, DUD-AD,RandomForest,mk01,AUPRC,0.4755163088736797, DUD-AD,RandomForest,mk01,accuracy,0.9882168106834249, DUD-AD,RandomForest,mk01,F1 score,0.11764705882352941, DUD-AD,RandomForest,mk01,recall,0.06666666666666667, DUD-AD,RandomForest,mk01,precision,0.5, DUD-AD,RandomForest,mk01,MCC,0.17947229048176605, DUD-AD,LogisticRegression,mk01,AUROC,0.8544780074191839, DUD-AD,LogisticRegression,mk01,BEDROC,0.7011000900181882, DUD-AD,LogisticRegression,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,LogisticRegression,mk01,Enrichment factor 5%,14.586458333333333, DUD-AD,LogisticRegression,mk01,RIE,12.492253751460192, DUD-AD,LogisticRegression,mk01,AUPRC,0.4852745054501451, DUD-AD,LogisticRegression,mk01,accuracy,0.9897879025923016, DUD-AD,LogisticRegression,mk01,F1 score,0.3157894736842105, DUD-AD,LogisticRegression,mk01,recall,0.2, DUD-AD,LogisticRegression,mk01,precision,0.75, DUD-AD,LogisticRegression,mk01,MCC,0.3840834278237483, DUD-AD,SimilaritySearch_Mean,mk01,AUROC,0.6317435082140964, DUD-AD,SimilaritySearch_Mean,mk01,BEDROC,0.22752601118772797, DUD-AD,SimilaritySearch_Mean,mk01,Enrichment factor 1%,13.056410256410256, DUD-AD,SimilaritySearch_Mean,mk01,Enrichment factor 5%,3.978125, DUD-AD,SimilaritySearch_Mean,mk01,RIE,4.054075486932709, DUD-AD,SimilaritySearch_Mean,mk01,AUPRC,0.15811906566862852, DUD-AD,SimilaritySearch_Max,mk01,AUROC,0.8543455219925808, DUD-AD,SimilaritySearch_Max,mk01,BEDROC,0.6861495443592626, DUD-AD,SimilaritySearch_Max,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,SimilaritySearch_Max,mk01,Enrichment factor 5%,13.260416666666666, DUD-AD,SimilaritySearch_Max,mk01,RIE,12.225863813620846, DUD-AD,SimilaritySearch_Max,mk01,AUPRC,0.4039050147642104, DUD-AD,LightGBM_Ranker,mk01,AUROC,0.7810280869104398, DUD-AD,LightGBM_Ranker,mk01,BEDROC,0.39454577862594303, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 1%,19.584615384615386, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 5%,7.95625, DUD-AD,LightGBM_Ranker,mk01,RIE,7.030046162574623, DUD-AD,LightGBM_Ranker,mk01,AUPRC,0.22623821103944508, DUD-AD,LightGBM_Ranker,mk01,accuracy,0.5074626865671642, DUD-AD,LightGBM_Ranker,mk01,F1 score,0.03686635944700461, DUD-AD,LightGBM_Ranker,mk01,recall,0.8, DUD-AD,LightGBM_Ranker,mk01,precision,0.018867924528301886, DUD-AD,LightGBM_Ranker,mk01,MCC,0.06560318408309335, DUD-AD,RandomForest,mk10,AUROC,0.8181818181818181, DUD-AD,RandomForest,mk10,BEDROC,0.6441015628622055, DUD-AD,RandomForest,mk10,Enrichment factor 1%,32.794871794871796, DUD-AD,RandomForest,mk10,Enrichment factor 5%,11.657552083333334, DUD-AD,RandomForest,mk10,RIE,9.850606645173093, DUD-AD,RandomForest,mk10,AUPRC,0.5402865138319469, DUD-AD,RandomForest,mk10,accuracy,0.9781078967943706, DUD-AD,RandomForest,mk10,F1 score,0.391304347826087, DUD-AD,RandomForest,mk10,recall,0.25, DUD-AD,RandomForest,mk10,precision,0.9, DUD-AD,RandomForest,mk10,MCC,0.4679464857117875, DUD-AD,LogisticRegression,mk10,AUROC,0.8726423527308483, DUD-AD,LogisticRegression,mk10,BEDROC,0.6178530524847823, DUD-AD,LogisticRegression,mk10,Enrichment factor 1%,27.32905982905983, DUD-AD,LogisticRegression,mk10,Enrichment factor 5%,11.657552083333334, DUD-AD,LogisticRegression,mk10,RIE,9.449173448600867, DUD-AD,LogisticRegression,mk10,AUPRC,0.5135850040091362, DUD-AD,LogisticRegression,mk10,accuracy,0.9741985926505082, DUD-AD,LogisticRegression,mk10,F1 score,0.15384615384615385, DUD-AD,LogisticRegression,mk10,recall,0.08333333333333333, DUD-AD,LogisticRegression,mk10,precision,1.0, DUD-AD,LogisticRegression,mk10,MCC,0.2849178143246579, DUD-AD,SimilaritySearch_Mean,mk10,AUROC,0.7363010637346921, DUD-AD,SimilaritySearch_Mean,mk10,BEDROC,0.4492465327178805, DUD-AD,SimilaritySearch_Mean,mk10,Enrichment factor 1%,19.13034188034188, DUD-AD,SimilaritySearch_Mean,mk10,Enrichment factor 5%,7.771701388888889, DUD-AD,SimilaritySearch_Mean,mk10,RIE,6.870579340983927, DUD-AD,SimilaritySearch_Mean,mk10,AUPRC,0.2954806452700765, DUD-AD,SimilaritySearch_Max,mk10,AUROC,0.8284392598551891, DUD-AD,SimilaritySearch_Max,mk10,BEDROC,0.6162750598387327, DUD-AD,SimilaritySearch_Max,mk10,Enrichment factor 1%,27.32905982905983, DUD-AD,SimilaritySearch_Max,mk10,Enrichment factor 5%,11.657552083333334, DUD-AD,SimilaritySearch_Max,mk10,RIE,9.425040321693366, DUD-AD,SimilaritySearch_Max,mk10,AUPRC,0.42511076512622986, DUD-AD,LightGBM_Ranker,mk10,AUROC,0.7853758827210156, DUD-AD,LightGBM_Ranker,mk10,BEDROC,0.4120499173865006, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 1%,21.863247863247864, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 5%,7.216579861111111, DUD-AD,LightGBM_Ranker,mk10,RIE,6.3017106326481365, DUD-AD,LightGBM_Ranker,mk10,AUPRC,0.3059525092495212, DUD-AD,LightGBM_Ranker,mk10,accuracy,0.5175918686473807, DUD-AD,LightGBM_Ranker,mk10,F1 score,0.08592592592592592, DUD-AD,LightGBM_Ranker,mk10,recall,0.8055555555555556, DUD-AD,LightGBM_Ranker,mk10,precision,0.04538341158059468, DUD-AD,LightGBM_Ranker,mk10,MCC,0.10413369619656088, DUD-AD,RandomForest,mk14,AUROC,0.979183360042735, DUD-AD,RandomForest,mk14,BEDROC,0.9398973024588628, DUD-AD,RandomForest,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,RandomForest,mk14,Enrichment factor 5%,11.599023199023199, DUD-AD,RandomForest,mk14,RIE,9.120499601642608, DUD-AD,RandomForest,mk14,AUPRC,0.9101796577026996, DUD-AD,RandomForest,mk14,accuracy,0.9613457408732999, DUD-AD,RandomForest,mk14,F1 score,0.7032967032967034, DUD-AD,RandomForest,mk14,recall,0.5470085470085471, DUD-AD,RandomForest,mk14,precision,0.9846153846153847, DUD-AD,RandomForest,mk14,MCC,0.7183937157339819, DUD-AD,LogisticRegression,mk14,AUROC,0.9775373931623932, DUD-AD,LogisticRegression,mk14,BEDROC,0.9224077433316582, DUD-AD,LogisticRegression,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,LogisticRegression,mk14,Enrichment factor 5%,11.257875457875459, DUD-AD,LogisticRegression,mk14,RIE,8.950785831034166, DUD-AD,LogisticRegression,mk14,AUPRC,0.8852588358610616, DUD-AD,LogisticRegression,mk14,accuracy,0.9706513958482462, DUD-AD,LogisticRegression,mk14,F1 score,0.8, DUD-AD,LogisticRegression,mk14,recall,0.7008547008547008, DUD-AD,LogisticRegression,mk14,precision,0.9318181818181818, DUD-AD,LogisticRegression,mk14,MCC,0.7937802964689555, DUD-AD,SimilaritySearch_Mean,mk14,AUROC,0.8599358974358973, DUD-AD,SimilaritySearch_Mean,mk14,BEDROC,0.5825180960827783, DUD-AD,SimilaritySearch_Mean,mk14,Enrichment factor 1%,9.381562881562882, DUD-AD,SimilaritySearch_Mean,mk14,Enrichment factor 5%,6.311233211233211, DUD-AD,SimilaritySearch_Mean,mk14,RIE,5.652592136965863, DUD-AD,SimilaritySearch_Mean,mk14,AUPRC,0.47481908736612777, DUD-AD,SimilaritySearch_Max,mk14,AUROC,0.9652610844017093, DUD-AD,SimilaritySearch_Max,mk14,BEDROC,0.8935074848904768, DUD-AD,SimilaritySearch_Max,mk14,Enrichment factor 1%,11.087301587301587, DUD-AD,SimilaritySearch_Max,mk14,Enrichment factor 5%,10.575579975579975, DUD-AD,SimilaritySearch_Max,mk14,RIE,8.670345838468423, DUD-AD,SimilaritySearch_Max,mk14,AUPRC,0.8253339087159688, DUD-AD,LightGBM_Ranker,mk14,AUROC,0.6822449252136753, DUD-AD,LightGBM_Ranker,mk14,BEDROC,0.2982128208900723, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 1%,5.97008547008547, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 5%,2.8997557997557997, DUD-AD,LightGBM_Ranker,mk14,RIE,2.893773580941055, DUD-AD,LightGBM_Ranker,mk14,AUPRC,0.20004822333594288, DUD-AD,LightGBM_Ranker,mk14,accuracy,0.5297065139584825, DUD-AD,LightGBM_Ranker,mk14,F1 score,0.19386503067484662, DUD-AD,LightGBM_Ranker,mk14,recall,0.6752136752136753, DUD-AD,LightGBM_Ranker,mk14,precision,0.11318051575931232, DUD-AD,LightGBM_Ranker,mk14,MCC,0.10616278007717234, DUD-AD,RandomForest,mp2k1,AUROC,0.9161019392978157, DUD-AD,RandomForest,mp2k1,BEDROC,0.780498273649814, DUD-AD,RandomForest,mp2k1,Enrichment factor 1%,53.83216783216783, DUD-AD,RandomForest,mp2k1,Enrichment factor 5%,15.252447552447553, DUD-AD,RandomForest,mp2k1,RIE,13.214730127661605, DUD-AD,RandomForest,mp2k1,AUPRC,0.7065869413872696, DUD-AD,RandomForest,mp2k1,accuracy,0.9890880748246298, DUD-AD,RandomForest,mp2k1,F1 score,0.5333333333333333, DUD-AD,RandomForest,mp2k1,recall,0.36363636363636365, DUD-AD,RandomForest,mp2k1,precision,1.0, DUD-AD,RandomForest,mp2k1,MCC,0.599702837879846, DUD-AD,LogisticRegression,mp2k1,AUROC,0.9678465864032875, DUD-AD,LogisticRegression,mp2k1,BEDROC,0.7855349937166536, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 1%,53.83216783216783, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 5%,14.355244755244756, DUD-AD,LogisticRegression,mp2k1,RIE,13.300007569535937, DUD-AD,LogisticRegression,mp2k1,AUPRC,0.7122422107987119, DUD-AD,LogisticRegression,mp2k1,accuracy,0.9922057677318784, DUD-AD,LogisticRegression,mp2k1,F1 score,0.7058823529411765, DUD-AD,LogisticRegression,mp2k1,recall,0.5454545454545454, DUD-AD,LogisticRegression,mp2k1,precision,1.0, DUD-AD,LogisticRegression,mp2k1,MCC,0.7356378232105709, DUD-AD,SimilaritySearch_Mean,mp2k1,AUROC,0.7259750558719631, DUD-AD,SimilaritySearch_Mean,mp2k1,BEDROC,0.40693539068684764, DUD-AD,SimilaritySearch_Mean,mp2k1,Enrichment factor 1%,31.4020979020979, DUD-AD,SimilaritySearch_Mean,mp2k1,Enrichment factor 5%,6.280419580419581, DUD-AD,SimilaritySearch_Mean,mp2k1,RIE,6.889882485638384, DUD-AD,SimilaritySearch_Mean,mp2k1,AUPRC,0.3196087391116978, DUD-AD,SimilaritySearch_Max,mp2k1,AUROC,0.8435765265662173, DUD-AD,SimilaritySearch_Max,mp2k1,BEDROC,0.7175487920439594, DUD-AD,SimilaritySearch_Max,mp2k1,Enrichment factor 1%,44.86013986013986, DUD-AD,SimilaritySearch_Max,mp2k1,Enrichment factor 5%,14.355244755244756, DUD-AD,SimilaritySearch_Max,mp2k1,RIE,12.148923275697557, DUD-AD,SimilaritySearch_Max,mp2k1,AUPRC,0.5979224329068641, DUD-AD,LightGBM_Ranker,mp2k1,AUROC,0.6752216855309638, DUD-AD,LightGBM_Ranker,mp2k1,BEDROC,0.37630417614088285, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 1%,31.4020979020979, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 5%,6.280419580419581, DUD-AD,LightGBM_Ranker,mp2k1,RIE,6.371260925710656, DUD-AD,LightGBM_Ranker,mp2k1,AUPRC,0.3306142964675723, DUD-AD,LightGBM_Ranker,mp2k1,accuracy,0.5081839438815277, DUD-AD,LightGBM_Ranker,mp2k1,F1 score,0.048265460030165915, DUD-AD,LightGBM_Ranker,mp2k1,recall,0.7272727272727273, DUD-AD,LightGBM_Ranker,mp2k1,precision,0.0249609984399376, DUD-AD,LightGBM_Ranker,mp2k1,MCC,0.06014164582161554, DUD-AD,RandomForest,pa2ga,AUROC,0.9631828978622328, DUD-AD,RandomForest,pa2ga,BEDROC,0.776185625937538, DUD-AD,RandomForest,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,RandomForest,pa2ga,Enrichment factor 5%,14.64375, DUD-AD,RandomForest,pa2ga,RIE,13.836260795499483, DUD-AD,RandomForest,pa2ga,AUPRC,0.706679368815291, DUD-AD,RandomForest,pa2ga,accuracy,0.9937402190923318, DUD-AD,RandomForest,pa2ga,F1 score,0.6363636363636364, DUD-AD,RandomForest,pa2ga,recall,0.4666666666666667, DUD-AD,RandomForest,pa2ga,precision,1.0, DUD-AD,RandomForest,pa2ga,MCC,0.680976759493956, DUD-AD,LogisticRegression,pa2ga,AUROC,0.9793613090525205, DUD-AD,LogisticRegression,pa2ga,BEDROC,0.8303358414416934, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 5%,15.975, DUD-AD,LogisticRegression,pa2ga,RIE,14.801540847454845, DUD-AD,LogisticRegression,pa2ga,AUPRC,0.7567604610261435, DUD-AD,LogisticRegression,pa2ga,accuracy,0.9953051643192489, DUD-AD,LogisticRegression,pa2ga,F1 score,0.75, DUD-AD,LogisticRegression,pa2ga,recall,0.6, DUD-AD,LogisticRegression,pa2ga,precision,1.0, DUD-AD,LogisticRegression,pa2ga,MCC,0.7727633017731729, DUD-AD,SimilaritySearch_Mean,pa2ga,AUROC,0.7860121404064397, DUD-AD,SimilaritySearch_Mean,pa2ga,BEDROC,0.6247328841002547, DUD-AD,SimilaritySearch_Mean,pa2ga,Enrichment factor 1%,52.43076923076923, DUD-AD,SimilaritySearch_Mean,pa2ga,Enrichment factor 5%,11.98125, DUD-AD,SimilaritySearch_Mean,pa2ga,RIE,11.136468945211162, DUD-AD,SimilaritySearch_Mean,pa2ga,AUPRC,0.5629638682066942, DUD-AD,SimilaritySearch_Max,pa2ga,AUROC,0.8821324887833202, DUD-AD,SimilaritySearch_Max,pa2ga,BEDROC,0.7892058774333525, DUD-AD,SimilaritySearch_Max,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,SimilaritySearch_Max,pa2ga,Enrichment factor 5%,15.975, DUD-AD,SimilaritySearch_Max,pa2ga,RIE,14.068359392399566, DUD-AD,SimilaritySearch_Max,pa2ga,AUPRC,0.7331855279657649, DUD-AD,LightGBM_Ranker,pa2ga,AUROC,0.6690947479546056, DUD-AD,LightGBM_Ranker,pa2ga,BEDROC,0.37261629756553416, DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 1%,26.215384615384615, DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 5%,6.65625, DUD-AD,LightGBM_Ranker,pa2ga,RIE,6.642246540309215, DUD-AD,LightGBM_Ranker,pa2ga,AUPRC,0.2944007656167214, DUD-AD,LightGBM_Ranker,pa2ga,accuracy,0.5023474178403756, DUD-AD,LightGBM_Ranker,pa2ga,F1 score,0.027522935779816515, DUD-AD,LightGBM_Ranker,pa2ga,recall,0.6, DUD-AD,LightGBM_Ranker,pa2ga,precision,0.014084507042253521, DUD-AD,LightGBM_Ranker,pa2ga,MCC,0.021795857001338646, DUD-AD,RandomForest,pgh1,AUROC,0.9146736906710311, DUD-AD,RandomForest,pgh1,BEDROC,0.8036419322577466, DUD-AD,RandomForest,pgh1,Enrichment factor 1%,16.275, DUD-AD,RandomForest,pgh1,Enrichment factor 5%,12.822727272727272, DUD-AD,RandomForest,pgh1,RIE,9.25200892122233, DUD-AD,RandomForest,pgh1,AUPRC,0.7173038740988236, DUD-AD,RandomForest,pgh1,accuracy,0.9493087557603687, DUD-AD,RandomForest,pgh1,F1 score,0.2978723404255319, DUD-AD,RandomForest,pgh1,recall,0.175, DUD-AD,RandomForest,pgh1,precision,1.0, DUD-AD,RandomForest,pgh1,MCC,0.407470991232078, DUD-AD,LogisticRegression,pgh1,AUROC,0.9313318330605566, DUD-AD,LogisticRegression,pgh1,BEDROC,0.7921195624150353, DUD-AD,LogisticRegression,pgh1,Enrichment factor 1%,16.275, DUD-AD,LogisticRegression,pgh1,Enrichment factor 5%,12.082954545454545, DUD-AD,LogisticRegression,pgh1,RIE,9.119356475692866, DUD-AD,LogisticRegression,pgh1,AUPRC,0.7083222929152218, DUD-AD,LogisticRegression,pgh1,accuracy,0.9546850998463902, DUD-AD,LogisticRegression,pgh1,F1 score,0.4380952380952381, DUD-AD,LogisticRegression,pgh1,recall,0.2875, DUD-AD,LogisticRegression,pgh1,precision,0.92, DUD-AD,LogisticRegression,pgh1,MCC,0.5002344592275795, DUD-AD,SimilaritySearch_Mean,pgh1,AUROC,0.7558101472995091, DUD-AD,SimilaritySearch_Mean,pgh1,BEDROC,0.47334201045142127, DUD-AD,SimilaritySearch_Mean,pgh1,Enrichment factor 1%,12.7875, DUD-AD,SimilaritySearch_Mean,pgh1,Enrichment factor 5%,6.1647727272727275, DUD-AD,SimilaritySearch_Mean,pgh1,RIE,5.449397741065162, DUD-AD,SimilaritySearch_Mean,pgh1,AUPRC,0.34092319582449654, DUD-AD,SimilaritySearch_Max,pgh1,AUROC,0.9067768003273322, DUD-AD,SimilaritySearch_Max,pgh1,BEDROC,0.7714088975032865, DUD-AD,SimilaritySearch_Max,pgh1,Enrichment factor 1%,12.7875, DUD-AD,SimilaritySearch_Max,pgh1,Enrichment factor 5%,11.836363636363636, DUD-AD,SimilaritySearch_Max,pgh1,RIE,8.880922855995907, DUD-AD,SimilaritySearch_Max,pgh1,AUPRC,0.6514982412880794, DUD-AD,LightGBM_Ranker,pgh1,AUROC,0.7304112111292962, DUD-AD,LightGBM_Ranker,pgh1,BEDROC,0.4490557278693891, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 1%,12.7875, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 5%,6.411363636363636, DUD-AD,LightGBM_Ranker,pgh1,RIE,5.169799462125687, DUD-AD,LightGBM_Ranker,pgh1,AUPRC,0.32308107265916475, DUD-AD,LightGBM_Ranker,pgh1,accuracy,0.5353302611367128, DUD-AD,LightGBM_Ranker,pgh1,F1 score,0.17236662106703146, DUD-AD,LightGBM_Ranker,pgh1,recall,0.7875, DUD-AD,LightGBM_Ranker,pgh1,precision,0.0967741935483871, DUD-AD,LightGBM_Ranker,pgh1,MCC,0.14712186960878706, DUD-AD,RandomForest,pgh2,AUROC,0.8890528403592537, DUD-AD,RandomForest,pgh2,BEDROC,0.774529466384668, DUD-AD,RandomForest,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,RandomForest,pgh2,Enrichment factor 5%,11.364953886693018, DUD-AD,RandomForest,pgh2,RIE,8.165491325362467, DUD-AD,RandomForest,pgh2,AUPRC,0.660571279457181, DUD-AD,RandomForest,pgh2,accuracy,0.9478707782672541, DUD-AD,RandomForest,pgh2,F1 score,0.49645390070921985, DUD-AD,RandomForest,pgh2,recall,0.35353535353535354, DUD-AD,RandomForest,pgh2,precision,0.8333333333333334, DUD-AD,RandomForest,pgh2,MCC,0.5226105377206566, DUD-AD,LogisticRegression,pgh2,AUROC,0.9280612938570183, DUD-AD,LogisticRegression,pgh2,BEDROC,0.7856718706156429, DUD-AD,LogisticRegression,pgh2,Enrichment factor 1%,11.79220779220779, DUD-AD,LogisticRegression,pgh2,Enrichment factor 5%,10.966183574879228, DUD-AD,LogisticRegression,pgh2,RIE,8.282960328162751, DUD-AD,LogisticRegression,pgh2,AUPRC,0.6721642771118557, DUD-AD,LogisticRegression,pgh2,accuracy,0.9530102790014684, DUD-AD,LogisticRegression,pgh2,F1 score,0.5616438356164384, DUD-AD,LogisticRegression,pgh2,recall,0.41414141414141414, DUD-AD,LogisticRegression,pgh2,precision,0.8723404255319149, DUD-AD,LogisticRegression,pgh2,MCC,0.5822983607875907, DUD-AD,SimilaritySearch_Mean,pgh2,AUROC,0.7154922143045659, DUD-AD,SimilaritySearch_Mean,pgh2,BEDROC,0.49848993137997705, DUD-AD,SimilaritySearch_Mean,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,SimilaritySearch_Mean,pgh2,Enrichment factor 5%,6.380324989020641, DUD-AD,SimilaritySearch_Mean,pgh2,RIE,5.255339419339041, DUD-AD,SimilaritySearch_Mean,pgh2,AUPRC,0.37406894815228353, DUD-AD,SimilaritySearch_Max,pgh2,AUROC,0.8963746730967634, DUD-AD,SimilaritySearch_Max,pgh2,BEDROC,0.7813001050355902, DUD-AD,SimilaritySearch_Max,pgh2,Enrichment factor 1%,9.826839826839826, DUD-AD,SimilaritySearch_Max,pgh2,Enrichment factor 5%,11.165568730786122, DUD-AD,SimilaritySearch_Max,pgh2,RIE,8.236870908633545, DUD-AD,SimilaritySearch_Max,pgh2,AUPRC,0.6417777573194445, DUD-AD,LightGBM_Ranker,pgh2,AUROC,0.5524564728840263, DUD-AD,LightGBM_Ranker,pgh2,BEDROC,0.3758131429413103, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 1%,8.844155844155845, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 5%,4.984628897672375, DUD-AD,LightGBM_Ranker,pgh2,RIE,3.9620171070349284, DUD-AD,LightGBM_Ranker,pgh2,AUPRC,0.2290431692882204, DUD-AD,LightGBM_Ranker,pgh2,accuracy,0.4977973568281938, DUD-AD,LightGBM_Ranker,pgh2,F1 score,0.12307692307692308, DUD-AD,LightGBM_Ranker,pgh2,recall,0.48484848484848486, DUD-AD,LightGBM_Ranker,pgh2,precision,0.07048458149779736, DUD-AD,LightGBM_Ranker,pgh2,MCC,-0.008484025831318838, DUD-AD,RandomForest,plk1,AUROC,0.9588675819811643, DUD-AD,RandomForest,plk1,BEDROC,0.7742567327483778, DUD-AD,RandomForest,plk1,Enrichment factor 1%,60.95238095238095, DUD-AD,RandomForest,plk1,Enrichment factor 5%,14.285714285714286, DUD-AD,RandomForest,plk1,RIE,13.201098924388491, DUD-AD,RandomForest,plk1,AUPRC,0.7100026747220758, DUD-AD,RandomForest,plk1,accuracy,0.98828125, DUD-AD,RandomForest,plk1,F1 score,0.4444444444444444, DUD-AD,RandomForest,plk1,recall,0.2857142857142857, DUD-AD,RandomForest,plk1,precision,1.0, DUD-AD,RandomForest,plk1,MCC,0.5313664486571071, DUD-AD,LogisticRegression,plk1,AUROC,0.921555278187526, DUD-AD,LogisticRegression,plk1,BEDROC,0.8057481832868905, DUD-AD,LogisticRegression,plk1,Enrichment factor 1%,60.95238095238095, DUD-AD,LogisticRegression,plk1,Enrichment factor 5%,16.19047619047619, DUD-AD,LogisticRegression,plk1,RIE,13.738029033887457, DUD-AD,LogisticRegression,plk1,AUPRC,0.755405389278513, DUD-AD,LogisticRegression,plk1,accuracy,0.99140625, DUD-AD,LogisticRegression,plk1,F1 score,0.6451612903225806, DUD-AD,LogisticRegression,plk1,recall,0.47619047619047616, DUD-AD,LogisticRegression,plk1,precision,1.0, DUD-AD,LogisticRegression,plk1,MCC,0.6870705871677459, DUD-AD,SimilaritySearch_Mean,plk1,AUROC,0.8149324861000794, DUD-AD,SimilaritySearch_Mean,plk1,BEDROC,0.5342422284484746, DUD-AD,SimilaritySearch_Mean,plk1,Enrichment factor 1%,32.820512820512825, DUD-AD,SimilaritySearch_Mean,plk1,Enrichment factor 5%,10.476190476190476, DUD-AD,SimilaritySearch_Mean,plk1,RIE,9.108844935723106, DUD-AD,SimilaritySearch_Mean,plk1,AUPRC,0.42729789144635577, DUD-AD,SimilaritySearch_Max,plk1,AUROC,0.885434396157192, DUD-AD,SimilaritySearch_Max,plk1,BEDROC,0.7924534442004504, DUD-AD,SimilaritySearch_Max,plk1,Enrichment factor 1%,56.263736263736256, DUD-AD,SimilaritySearch_Max,plk1,Enrichment factor 5%,15.238095238095237, DUD-AD,SimilaritySearch_Max,plk1,RIE,13.511353361875699, DUD-AD,SimilaritySearch_Max,plk1,AUPRC,0.7172794041659669, DUD-AD,LightGBM_Ranker,plk1,AUROC,0.822194485419267, DUD-AD,LightGBM_Ranker,plk1,BEDROC,0.46918147056188786, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 1%,32.820512820512825, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 5%,9.523809523809524, DUD-AD,LightGBM_Ranker,plk1,RIE,7.999557200202344, DUD-AD,LightGBM_Ranker,plk1,AUPRC,0.3636495145483922, DUD-AD,LightGBM_Ranker,plk1,accuracy,0.51171875, DUD-AD,LightGBM_Ranker,plk1,F1 score,0.05446293494704992, DUD-AD,LightGBM_Ranker,plk1,recall,0.8571428571428571, DUD-AD,LightGBM_Ranker,plk1,precision,0.028125, DUD-AD,LightGBM_Ranker,plk1,MCC,0.0922505038044396, DUD-AD,RandomForest,ppard,AUROC,0.9849948400412797, DUD-AD,RandomForest,ppard,BEDROC,0.9233375744960927, DUD-AD,RandomForest,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,RandomForest,ppard,Enrichment factor 5%,17.799840510366824, DUD-AD,RandomForest,ppard,RIE,14.019926063729086, DUD-AD,RandomForest,ppard,AUPRC,0.8805319638203146, DUD-AD,RandomForest,ppard,accuracy,0.9801980198019802, DUD-AD,RandomForest,ppard,F1 score,0.48, DUD-AD,RandomForest,ppard,recall,0.3157894736842105, DUD-AD,RandomForest,ppard,precision,1.0, DUD-AD,RandomForest,ppard,MCC,0.5563079531840619, DUD-AD,LogisticRegression,ppard,AUROC,0.9914757481940145, DUD-AD,LogisticRegression,ppard,BEDROC,0.9454940973849982, DUD-AD,LogisticRegression,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,LogisticRegression,ppard,Enrichment factor 5%,18.323365231259967, DUD-AD,LogisticRegression,ppard,RIE,14.35634994603917, DUD-AD,LogisticRegression,ppard,AUPRC,0.909182436927967, DUD-AD,LogisticRegression,ppard,accuracy,0.9870525514089871, DUD-AD,LogisticRegression,ppard,F1 score,0.7213114754098361, DUD-AD,LogisticRegression,ppard,recall,0.5789473684210527, DUD-AD,LogisticRegression,ppard,precision,0.9565217391304348, DUD-AD,LogisticRegression,ppard,MCC,0.7388196775577117, DUD-AD,SimilaritySearch_Mean,ppard,AUROC,0.960701754385965, DUD-AD,SimilaritySearch_Mean,ppard,BEDROC,0.8367745747882355, DUD-AD,SimilaritySearch_Mean,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,SimilaritySearch_Mean,ppard,Enrichment factor 5%,16.2292663476874, DUD-AD,SimilaritySearch_Mean,ppard,RIE,12.705556450223252, DUD-AD,SimilaritySearch_Mean,ppard,AUPRC,0.7660174163115169, DUD-AD,SimilaritySearch_Max,ppard,AUROC,0.9827141382868937, DUD-AD,SimilaritySearch_Max,ppard,BEDROC,0.9361598142197782, DUD-AD,SimilaritySearch_Max,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,SimilaritySearch_Max,ppard,Enrichment factor 5%,18.84688995215311, DUD-AD,SimilaritySearch_Max,ppard,RIE,14.21461851115787, DUD-AD,SimilaritySearch_Max,ppard,AUPRC,0.8872281618909795, DUD-AD,LightGBM_Ranker,ppard,AUROC,0.7336016511867905, DUD-AD,LightGBM_Ranker,ppard,BEDROC,0.3564342278131599, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 1%,19.74436090225564, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 5%,5.758771929824562, DUD-AD,LightGBM_Ranker,ppard,RIE,5.412085124880743, DUD-AD,LightGBM_Ranker,ppard,AUPRC,0.2818950947124836, DUD-AD,LightGBM_Ranker,ppard,accuracy,0.5186595582635186, DUD-AD,LightGBM_Ranker,ppard,F1 score,0.0893371757925072, DUD-AD,LightGBM_Ranker,ppard,recall,0.8157894736842105, DUD-AD,LightGBM_Ranker,ppard,precision,0.04725609756097561, DUD-AD,LightGBM_Ranker,ppard,MCC,0.10916611948218953, DUD-AD,RandomForest,pparg,AUROC,0.9840240715337092, DUD-AD,RandomForest,pparg,BEDROC,0.9019902998426754, DUD-AD,RandomForest,pparg,Enrichment factor 1%,17.844155844155843, DUD-AD,RandomForest,pparg,Enrichment factor 5%,14.999435347261436, DUD-AD,RandomForest,pparg,RIE,10.847977858244496, DUD-AD,RandomForest,pparg,AUPRC,0.8530406199789013, DUD-AD,RandomForest,pparg,accuracy,0.970160116448326, DUD-AD,RandomForest,pparg,F1 score,0.6554621848739496, DUD-AD,RandomForest,pparg,recall,0.5064935064935064, DUD-AD,RandomForest,pparg,precision,0.9285714285714286, DUD-AD,RandomForest,pparg,MCC,0.673634959117898, DUD-AD,LogisticRegression,pparg,AUROC,0.9839289469204658, DUD-AD,LogisticRegression,pparg,BEDROC,0.8932569029253261, DUD-AD,LogisticRegression,pparg,Enrichment factor 1%,17.844155844155843, DUD-AD,LogisticRegression,pparg,Enrichment factor 5%,14.482213438735178, DUD-AD,LogisticRegression,pparg,RIE,10.74294380661541, DUD-AD,LogisticRegression,pparg,AUPRC,0.8453375324296335, DUD-AD,LogisticRegression,pparg,accuracy,0.9723435225618632, DUD-AD,LogisticRegression,pparg,F1 score,0.703125, DUD-AD,LogisticRegression,pparg,recall,0.5844155844155844, DUD-AD,LogisticRegression,pparg,precision,0.8823529411764706, DUD-AD,LogisticRegression,pparg,MCC,0.7053760417539031, DUD-AD,SimilaritySearch_Mean,pparg,AUROC,0.8696892929737956, DUD-AD,SimilaritySearch_Mean,pparg,BEDROC,0.655006211686561, DUD-AD,SimilaritySearch_Mean,pparg,Enrichment factor 1%,16.569573283858997, DUD-AD,SimilaritySearch_Mean,pparg,Enrichment factor 5%,9.309994353472614, DUD-AD,SimilaritySearch_Mean,pparg,RIE,7.877571301384859, DUD-AD,SimilaritySearch_Mean,pparg,AUPRC,0.547907396971715, DUD-AD,SimilaritySearch_Max,pparg,AUROC,0.9666212738687681, DUD-AD,SimilaritySearch_Max,pparg,BEDROC,0.8696096012046097, DUD-AD,SimilaritySearch_Max,pparg,Enrichment factor 1%,14.020408163265307, DUD-AD,SimilaritySearch_Max,pparg,Enrichment factor 5%,15.258046301524562, DUD-AD,SimilaritySearch_Max,pparg,RIE,10.458544513496351, DUD-AD,SimilaritySearch_Max,pparg,AUPRC,0.7505947204380444, DUD-AD,LightGBM_Ranker,pparg,AUROC,0.8348136058236288, DUD-AD,LightGBM_Ranker,pparg,BEDROC,0.5084972099354859, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 1%,15.294990723562153, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 5%,6.982495765104461, DUD-AD,LightGBM_Ranker,pparg,RIE,6.115549696311754, DUD-AD,LightGBM_Ranker,pparg,AUPRC,0.39819677251991314, DUD-AD,LightGBM_Ranker,pparg,accuracy,0.5473071324599709, DUD-AD,LightGBM_Ranker,pparg,F1 score,0.18586387434554974, DUD-AD,LightGBM_Ranker,pparg,recall,0.922077922077922, DUD-AD,LightGBM_Ranker,pparg,precision,0.10334788937409024, DUD-AD,LightGBM_Ranker,pparg,MCC,0.20568281430477225, DUD-AD,RandomForest,prgr,AUROC,0.9597763123332366, DUD-AD,RandomForest,prgr,BEDROC,0.8893057478635723, DUD-AD,RandomForest,prgr,Enrichment factor 1%,23.263157894736842, DUD-AD,RandomForest,prgr,Enrichment factor 5%,16.666142969363708, DUD-AD,RandomForest,prgr,RIE,11.931280416437703, DUD-AD,RandomForest,prgr,AUPRC,0.8363346596254091, DUD-AD,RandomForest,prgr,accuracy,0.9728506787330317, DUD-AD,RandomForest,prgr,F1 score,0.55, DUD-AD,RandomForest,prgr,recall,0.38596491228070173, DUD-AD,RandomForest,prgr,precision,0.9565217391304348, DUD-AD,RandomForest,prgr,MCC,0.5984010343140634, DUD-AD,LogisticRegression,prgr,AUROC,0.9774515089931289, DUD-AD,LogisticRegression,prgr,BEDROC,0.8639349782353077, DUD-AD,LogisticRegression,prgr,Enrichment factor 1%,21.601503759398494, DUD-AD,LogisticRegression,prgr,Enrichment factor 5%,15.97172034564022, DUD-AD,LogisticRegression,prgr,RIE,11.590896059443086, DUD-AD,LogisticRegression,prgr,AUPRC,0.7781376013491339, DUD-AD,LogisticRegression,prgr,accuracy,0.971342383107089, DUD-AD,LogisticRegression,prgr,F1 score,0.525, DUD-AD,LogisticRegression,prgr,recall,0.3684210526315789, DUD-AD,LogisticRegression,prgr,precision,0.9130434782608695, DUD-AD,LogisticRegression,prgr,MCC,0.5699210884578326, DUD-AD,SimilaritySearch_Mean,prgr,AUROC,0.8899672348720502, DUD-AD,SimilaritySearch_Mean,prgr,BEDROC,0.6202746241332218, DUD-AD,SimilaritySearch_Mean,prgr,Enrichment factor 1%,18.278195488721806, DUD-AD,SimilaritySearch_Mean,prgr,Enrichment factor 5%,10.416339355852317, DUD-AD,SimilaritySearch_Mean,prgr,RIE,8.321851636615605, DUD-AD,SimilaritySearch_Mean,prgr,AUPRC,0.4956786435088903, DUD-AD,SimilaritySearch_Max,prgr,AUROC,0.980990695809658, DUD-AD,SimilaritySearch_Max,prgr,BEDROC,0.8905555461878307, DUD-AD,SimilaritySearch_Max,prgr,Enrichment factor 1%,21.601503759398494, DUD-AD,SimilaritySearch_Max,prgr,Enrichment factor 5%,17.013354281225453, DUD-AD,SimilaritySearch_Max,prgr,RIE,11.94804820887005, DUD-AD,SimilaritySearch_Max,prgr,AUPRC,0.8019078785145916, DUD-AD,LightGBM_Ranker,prgr,AUROC,0.750514979331702, DUD-AD,LightGBM_Ranker,prgr,BEDROC,0.335469971694937, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 1%,14.954887218045114, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 5%,4.8609583660644144, DUD-AD,LightGBM_Ranker,prgr,RIE,4.500798909019968, DUD-AD,LightGBM_Ranker,prgr,AUPRC,0.2611638986935656, DUD-AD,LightGBM_Ranker,prgr,accuracy,0.5354449472096531, DUD-AD,LightGBM_Ranker,prgr,F1 score,0.14444444444444443, DUD-AD,LightGBM_Ranker,prgr,recall,0.9122807017543859, DUD-AD,LightGBM_Ranker,prgr,precision,0.0784313725490196, DUD-AD,LightGBM_Ranker,prgr,MCC,0.17475500347934428, DUD-AD,RandomForest,ptn1,AUROC,0.9449146565100861, DUD-AD,RandomForest,ptn1,BEDROC,0.8560143926030499, DUD-AD,RandomForest,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,RandomForest,ptn1,Enrichment factor 5%,16.28054298642534, DUD-AD,RandomForest,ptn1,RIE,13.294012471916206, DUD-AD,RandomForest,ptn1,AUPRC,0.8035439287969747, DUD-AD,RandomForest,ptn1,accuracy,0.980544747081712, DUD-AD,RandomForest,ptn1,F1 score,0.4186046511627907, DUD-AD,RandomForest,ptn1,recall,0.2647058823529412, DUD-AD,RandomForest,ptn1,precision,1.0, DUD-AD,RandomForest,ptn1,MCC,0.5094307004651699, DUD-AD,LogisticRegression,ptn1,AUROC,0.9312079747966333, DUD-AD,LogisticRegression,ptn1,BEDROC,0.7405256111919819, DUD-AD,LogisticRegression,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,LogisticRegression,ptn1,Enrichment factor 5%,13.373303167420815, DUD-AD,LogisticRegression,ptn1,RIE,11.500457004348709, DUD-AD,LogisticRegression,ptn1,AUPRC,0.6702273852629687, DUD-AD,LogisticRegression,ptn1,accuracy,0.978988326848249, DUD-AD,LogisticRegression,ptn1,F1 score,0.34146341463414637, DUD-AD,LogisticRegression,ptn1,recall,0.20588235294117646, DUD-AD,LogisticRegression,ptn1,precision,1.0, DUD-AD,LogisticRegression,ptn1,MCC,0.4489239643484884, DUD-AD,SimilaritySearch_Mean,ptn1,AUROC,0.7549254713875958, DUD-AD,SimilaritySearch_Mean,ptn1,BEDROC,0.43004939473736226, DUD-AD,SimilaritySearch_Mean,ptn1,Enrichment factor 1%,26.165158371040725, DUD-AD,SimilaritySearch_Mean,ptn1,Enrichment factor 5%,6.97737556561086, DUD-AD,SimilaritySearch_Mean,ptn1,RIE,6.678721864640273, DUD-AD,SimilaritySearch_Mean,ptn1,AUPRC,0.33103091880289665, DUD-AD,SimilaritySearch_Max,ptn1,AUROC,0.9280810645601165, DUD-AD,SimilaritySearch_Max,ptn1,BEDROC,0.7874611749079237, DUD-AD,SimilaritySearch_Max,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,SimilaritySearch_Max,ptn1,Enrichment factor 5%,14.536199095022624, DUD-AD,SimilaritySearch_Max,ptn1,RIE,12.229372279906567, DUD-AD,SimilaritySearch_Max,ptn1,AUPRC,0.7397674979770469, DUD-AD,LightGBM_Ranker,ptn1,AUROC,0.782832557483425, DUD-AD,LightGBM_Ranker,ptn1,BEDROC,0.42773178692947356, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 1%,26.165158371040725, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 5%,6.97737556561086, DUD-AD,LightGBM_Ranker,ptn1,RIE,6.6427291205422945, DUD-AD,LightGBM_Ranker,ptn1,AUPRC,0.35189208961650176, DUD-AD,LightGBM_Ranker,ptn1,accuracy,0.5190661478599222, DUD-AD,LightGBM_Ranker,ptn1,F1 score,0.08579881656804733, DUD-AD,LightGBM_Ranker,ptn1,recall,0.8529411764705882, DUD-AD,LightGBM_Ranker,ptn1,precision,0.045171339563862926, DUD-AD,LightGBM_Ranker,ptn1,MCC,0.11649889076834315, DUD-AD,RandomForest,pur2,AUROC,0.9862807295796987, DUD-AD,RandomForest,pur2,BEDROC,0.8515381165240944, DUD-AD,RandomForest,pur2,Enrichment factor 1%,77.90769230769232, DUD-AD,RandomForest,pur2,Enrichment factor 5%,15.825, DUD-AD,RandomForest,pur2,RIE,16.37550702953715, DUD-AD,RandomForest,pur2,AUPRC,0.7444444444444445, DUD-AD,RandomForest,pur2,accuracy,0.9976303317535545, DUD-AD,RandomForest,pur2,F1 score,0.5714285714285714, DUD-AD,RandomForest,pur2,recall,0.4, DUD-AD,RandomForest,pur2,precision,1.0, DUD-AD,RandomForest,pur2,MCC,0.6317045455839244, DUD-AD,LogisticRegression,pur2,AUROC,0.9988897700237906, DUD-AD,LogisticRegression,pur2,BEDROC,0.9791648268828339, DUD-AD,LogisticRegression,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,LogisticRegression,pur2,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,pur2,RIE,18.829832968219392, DUD-AD,LogisticRegression,pur2,AUPRC,0.8333333333333333, DUD-AD,LogisticRegression,pur2,accuracy,0.9968404423380727, DUD-AD,LogisticRegression,pur2,F1 score,0.3333333333333333, DUD-AD,LogisticRegression,pur2,recall,0.2, DUD-AD,LogisticRegression,pur2,precision,1.0, DUD-AD,LogisticRegression,pur2,MCC,0.4465059786081328, DUD-AD,SimilaritySearch_Mean,pur2,AUROC,0.9982553528945282, DUD-AD,SimilaritySearch_Mean,pur2,BEDROC,0.9674742534051882, DUD-AD,SimilaritySearch_Mean,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,SimilaritySearch_Mean,pur2,Enrichment factor 5%,19.78125, DUD-AD,SimilaritySearch_Mean,pur2,RIE,18.605017350519883, DUD-AD,SimilaritySearch_Mean,pur2,AUPRC,0.7476190476190476, DUD-AD,SimilaritySearch_Max,pur2,AUROC,0.998731165741475, DUD-AD,SimilaritySearch_Max,pur2,BEDROC,0.9763589686166628, DUD-AD,SimilaritySearch_Max,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,SimilaritySearch_Max,pur2,Enrichment factor 5%,19.78125, DUD-AD,SimilaritySearch_Max,pur2,RIE,18.775874900166297, DUD-AD,SimilaritySearch_Max,pur2,AUPRC,0.8242424242424242, DUD-AD,LightGBM_Ranker,pur2,AUROC,0.9551149881046789, DUD-AD,LightGBM_Ranker,pur2,BEDROC,0.6300373486207137, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 1%,38.95384615384616, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 5%,15.825, DUD-AD,LightGBM_Ranker,pur2,RIE,12.115935670413137, DUD-AD,LightGBM_Ranker,pur2,AUPRC,0.43717599334304147, DUD-AD,LightGBM_Ranker,pur2,accuracy,0.5039494470774092, DUD-AD,LightGBM_Ranker,pur2,F1 score,0.01567398119122257, DUD-AD,LightGBM_Ranker,pur2,recall,1.0, DUD-AD,LightGBM_Ranker,pur2,precision,0.007898894154818325, DUD-AD,LightGBM_Ranker,pur2,MCC,0.06296909605425953, DUD-AD,RandomForest,pyrd,AUROC,0.9937174236783322, DUD-AD,RandomForest,pyrd,BEDROC,0.9286790213779754, DUD-AD,RandomForest,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,RandomForest,pyrd,Enrichment factor 5%,18.548416289592762, DUD-AD,RandomForest,pyrd,RIE,16.313041754425242, DUD-AD,RandomForest,pyrd,AUPRC,0.8477755087729901, DUD-AD,RandomForest,pyrd,accuracy,0.9929742388758782, DUD-AD,RandomForest,pyrd,F1 score,0.64, DUD-AD,RandomForest,pyrd,recall,0.47058823529411764, DUD-AD,RandomForest,pyrd,precision,1.0, DUD-AD,RandomForest,pyrd,MCC,0.6835650789311457, DUD-AD,LogisticRegression,pyrd,AUROC,0.9982781087118391, DUD-AD,LogisticRegression,pyrd,BEDROC,0.9710803602847695, DUD-AD,LogisticRegression,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,LogisticRegression,pyrd,Enrichment factor 5%,19.70769230769231, DUD-AD,LogisticRegression,pyrd,RIE,17.05785755633912, DUD-AD,LogisticRegression,pyrd,AUPRC,0.904048455246463, DUD-AD,LogisticRegression,pyrd,accuracy,0.9960967993754879, DUD-AD,LogisticRegression,pyrd,F1 score,0.8275862068965517, DUD-AD,LogisticRegression,pyrd,recall,0.7058823529411765, DUD-AD,LogisticRegression,pyrd,precision,1.0, DUD-AD,LogisticRegression,pyrd,MCC,0.8385112393972227, DUD-AD,SimilaritySearch_Mean,pyrd,AUROC,0.9307520476545048, DUD-AD,SimilaritySearch_Mean,pyrd,BEDROC,0.786036555234684, DUD-AD,SimilaritySearch_Mean,pyrd,Enrichment factor 1%,52.167420814479634, DUD-AD,SimilaritySearch_Mean,pyrd,Enrichment factor 5%,15.070588235294117, DUD-AD,SimilaritySearch_Mean,pyrd,RIE,13.807404773455639, DUD-AD,SimilaritySearch_Mean,pyrd,AUPRC,0.6746005960212155, DUD-AD,SimilaritySearch_Max,pyrd,AUROC,0.9922049516008936, DUD-AD,SimilaritySearch_Max,pyrd,BEDROC,0.913206773654374, DUD-AD,SimilaritySearch_Max,pyrd,Enrichment factor 1%,63.76018099547511, DUD-AD,SimilaritySearch_Max,pyrd,Enrichment factor 5%,18.548416289592762, DUD-AD,SimilaritySearch_Max,pyrd,RIE,16.041258483123453, DUD-AD,SimilaritySearch_Max,pyrd,AUPRC,0.8215216970427717, DUD-AD,LightGBM_Ranker,pyrd,AUROC,0.7277084884586746, DUD-AD,LightGBM_Ranker,pyrd,BEDROC,0.31187843016996103, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 1%,11.592760180995475, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 5%,6.955656108597285, DUD-AD,LightGBM_Ranker,pyrd,RIE,5.478411556275089, DUD-AD,LightGBM_Ranker,pyrd,AUPRC,0.12676742893709603, DUD-AD,LightGBM_Ranker,pyrd,accuracy,0.5089773614363778, DUD-AD,LightGBM_Ranker,pyrd,F1 score,0.0426179604261796, DUD-AD,LightGBM_Ranker,pyrd,recall,0.8235294117647058, DUD-AD,LightGBM_Ranker,pyrd,precision,0.021875, DUD-AD,LightGBM_Ranker,pyrd,MCC,0.07513087657524999, DUD-AD,RandomForest,rock1,AUROC,0.9440743701335227, DUD-AD,RandomForest,rock1,BEDROC,0.8021730105538958, DUD-AD,RandomForest,rock1,Enrichment factor 1%,43.692307692307686, DUD-AD,RandomForest,rock1,Enrichment factor 5%,15.53125, DUD-AD,RandomForest,rock1,RIE,13.084936249913772, DUD-AD,RandomForest,rock1,AUPRC,0.7292060175154711, DUD-AD,RandomForest,rock1,accuracy,0.986697965571205, DUD-AD,RandomForest,rock1,F1 score,0.5405405405405406, DUD-AD,RandomForest,rock1,recall,0.37037037037037035, DUD-AD,RandomForest,rock1,precision,1.0, DUD-AD,RandomForest,rock1,MCC,0.6044872513243515, DUD-AD,LogisticRegression,rock1,AUROC,0.9628741451283418, DUD-AD,LogisticRegression,rock1,BEDROC,0.8381936430710043, DUD-AD,LogisticRegression,rock1,Enrichment factor 1%,47.333333333333336, DUD-AD,LogisticRegression,rock1,Enrichment factor 5%,16.270833333333332, DUD-AD,LogisticRegression,rock1,RIE,13.672499870378418, DUD-AD,LogisticRegression,rock1,AUPRC,0.7637888558410735, DUD-AD,LogisticRegression,rock1,accuracy,0.9882629107981221, DUD-AD,LogisticRegression,rock1,F1 score,0.6153846153846154, DUD-AD,LogisticRegression,rock1,recall,0.4444444444444444, DUD-AD,LogisticRegression,rock1,precision,1.0, DUD-AD,LogisticRegression,rock1,MCC,0.6627054511680879, DUD-AD,SimilaritySearch_Mean,rock1,AUROC,0.8653817686591467, DUD-AD,SimilaritySearch_Mean,rock1,BEDROC,0.6716343347471498, DUD-AD,SimilaritySearch_Mean,rock1,Enrichment factor 1%,40.05128205128205, DUD-AD,SimilaritySearch_Mean,rock1,Enrichment factor 5%,13.3125, DUD-AD,SimilaritySearch_Mean,rock1,RIE,10.95560726238856, DUD-AD,SimilaritySearch_Mean,rock1,AUPRC,0.5591671092285694, DUD-AD,SimilaritySearch_Max,rock1,AUROC,0.970645705657696, DUD-AD,SimilaritySearch_Max,rock1,BEDROC,0.8197085350375972, DUD-AD,SimilaritySearch_Max,rock1,Enrichment factor 1%,36.41025641025641, DUD-AD,SimilaritySearch_Max,rock1,Enrichment factor 5%,17.010416666666668, DUD-AD,SimilaritySearch_Max,rock1,RIE,13.370973321791851, DUD-AD,SimilaritySearch_Max,rock1,AUPRC,0.6364741242226405, DUD-AD,LightGBM_Ranker,rock1,AUROC,0.8053705184000947, DUD-AD,LightGBM_Ranker,rock1,BEDROC,0.5454867869019014, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 1%,36.41025641025641, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 5%,10.354166666666666, DUD-AD,LightGBM_Ranker,rock1,RIE,8.897905752302997, DUD-AD,LightGBM_Ranker,rock1,AUPRC,0.4306467621932686, DUD-AD,LightGBM_Ranker,rock1,accuracy,0.514866979655712, DUD-AD,LightGBM_Ranker,rock1,F1 score,0.06906906906906907, DUD-AD,LightGBM_Ranker,rock1,recall,0.8518518518518519, DUD-AD,LightGBM_Ranker,rock1,precision,0.03599374021909233, DUD-AD,LightGBM_Ranker,rock1,MCC,0.10338155589570493, DUD-AD,RandomForest,src,AUROC,0.8875432953983177, DUD-AD,RandomForest,src,BEDROC,0.7748273697210454, DUD-AD,RandomForest,src,Enrichment factor 1%,13.671732522796352, DUD-AD,RandomForest,src,Enrichment factor 5%,11.77872340425532, DUD-AD,RandomForest,src,RIE,8.475342880399783, DUD-AD,RandomForest,src,AUPRC,0.675589682464626, DUD-AD,RandomForest,src,accuracy,0.9494219653179191, DUD-AD,RandomForest,src,F1 score,0.4262295081967213, DUD-AD,RandomForest,src,recall,0.2765957446808511, DUD-AD,RandomForest,src,precision,0.9285714285714286, DUD-AD,RandomForest,src,MCC,0.49153476492855974, DUD-AD,LogisticRegression,src,AUROC,0.8828467755236681, DUD-AD,LogisticRegression,src,BEDROC,0.7817202415916796, DUD-AD,LogisticRegression,src,Enrichment factor 1%,14.72340425531915, DUD-AD,LogisticRegression,src,Enrichment factor 5%,11.568389057750759, DUD-AD,LogisticRegression,src,RIE,8.55073961290139, DUD-AD,LogisticRegression,src,AUPRC,0.6873080440467672, DUD-AD,LogisticRegression,src,accuracy,0.9552023121387283, DUD-AD,LogisticRegression,src,F1 score,0.5507246376811594, DUD-AD,LogisticRegression,src,recall,0.40425531914893614, DUD-AD,LogisticRegression,src,precision,0.8636363636363636, DUD-AD,LogisticRegression,src,MCC,0.5730731238682507, DUD-AD,SimilaritySearch_Mean,src,AUROC,0.7092610918687119, DUD-AD,SimilaritySearch_Mean,src,BEDROC,0.5256476047720743, DUD-AD,SimilaritySearch_Mean,src,Enrichment factor 1%,10.516717325227964, DUD-AD,SimilaritySearch_Mean,src,Enrichment factor 5%,6.730699088145897, DUD-AD,SimilaritySearch_Mean,src,RIE,5.749724236201426, DUD-AD,SimilaritySearch_Mean,src,AUPRC,0.37452541287915825, DUD-AD,SimilaritySearch_Max,src,AUROC,0.8746288965858486, DUD-AD,SimilaritySearch_Max,src,BEDROC,0.7191928669821467, DUD-AD,SimilaritySearch_Max,src,Enrichment factor 1%,10.516717325227964, DUD-AD,SimilaritySearch_Max,src,Enrichment factor 5%,11.147720364741643, DUD-AD,SimilaritySearch_Max,src,RIE,7.866792511324266, DUD-AD,SimilaritySearch_Max,src,AUPRC,0.5574668225644859, DUD-AD,LightGBM_Ranker,src,AUROC,0.7581972620814778, DUD-AD,LightGBM_Ranker,src,BEDROC,0.42326820095864354, DUD-AD,LightGBM_Ranker,src,Enrichment factor 1%,8.413373860182372, DUD-AD,LightGBM_Ranker,src,Enrichment factor 5%,5.88936170212766, DUD-AD,LightGBM_Ranker,src,RIE,4.629861185231198, DUD-AD,LightGBM_Ranker,src,AUPRC,0.29032356545546634, DUD-AD,LightGBM_Ranker,src,accuracy,0.5390173410404624, DUD-AD,LightGBM_Ranker,src,F1 score,0.18829516539440203, DUD-AD,LightGBM_Ranker,src,recall,0.7872340425531915, DUD-AD,LightGBM_Ranker,src,precision,0.1069364161849711, DUD-AD,LightGBM_Ranker,src,MCC,0.15507256764821875, DUD-AD,RandomForest,try1,AUROC,0.9601259604078412, DUD-AD,RandomForest,try1,BEDROC,0.9186372288741954, DUD-AD,RandomForest,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,RandomForest,try1,Enrichment factor 5%,12.515527950310558, DUD-AD,RandomForest,try1,RIE,9.751278799441826, DUD-AD,RandomForest,try1,AUPRC,0.8745937376889824, DUD-AD,RandomForest,try1,accuracy,0.9633699633699634, DUD-AD,RandomForest,try1,F1 score,0.6875, DUD-AD,RandomForest,try1,recall,0.5612244897959183, DUD-AD,RandomForest,try1,precision,0.8870967741935484, DUD-AD,RandomForest,try1,MCC,0.688927306141793, DUD-AD,LogisticRegression,try1,AUROC,0.9733179775461881, DUD-AD,LogisticRegression,try1,BEDROC,0.9213432748106053, DUD-AD,LogisticRegression,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,LogisticRegression,try1,Enrichment factor 5%,12.515527950310558, DUD-AD,LogisticRegression,try1,RIE,9.780003313637165, DUD-AD,LogisticRegression,try1,AUPRC,0.8822962745964446, DUD-AD,LogisticRegression,try1,accuracy,0.9663003663003663, DUD-AD,LogisticRegression,try1,F1 score,0.7125, DUD-AD,LogisticRegression,try1,recall,0.5816326530612245, DUD-AD,LogisticRegression,try1,precision,0.9193548387096774, DUD-AD,LogisticRegression,try1,MCC,0.7161852598189057, DUD-AD,SimilaritySearch_Mean,try1,AUROC,0.9046437833223266, DUD-AD,SimilaritySearch_Mean,try1,BEDROC,0.759643456336928, DUD-AD,SimilaritySearch_Mean,try1,Enrichment factor 1%,11.938775510204081, DUD-AD,SimilaritySearch_Mean,try1,Enrichment factor 5%,10.496894409937887, DUD-AD,SimilaritySearch_Mean,try1,RIE,8.063569505683024, DUD-AD,SimilaritySearch_Mean,try1,AUPRC,0.6475222047531483, DUD-AD,SimilaritySearch_Max,try1,AUROC,0.9502520818903727, DUD-AD,SimilaritySearch_Max,try1,BEDROC,0.8474786348920834, DUD-AD,SimilaritySearch_Max,try1,Enrichment factor 1%,9.948979591836734, DUD-AD,SimilaritySearch_Max,try1,Enrichment factor 5%,12.111801242236025, DUD-AD,SimilaritySearch_Max,try1,RIE,8.995934621629642, DUD-AD,SimilaritySearch_Max,try1,AUPRC,0.7365357014389687, DUD-AD,LightGBM_Ranker,try1,AUROC,0.7717168951242691, DUD-AD,LightGBM_Ranker,try1,BEDROC,0.5725670620165279, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 1%,12.933673469387756, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 5%,7.468944099378882, DUD-AD,LightGBM_Ranker,try1,RIE,6.077764877621758, DUD-AD,LightGBM_Ranker,try1,AUPRC,0.4290654014887878, DUD-AD,LightGBM_Ranker,try1,accuracy,0.5428571428571428, DUD-AD,LightGBM_Ranker,try1,F1 score,0.2, DUD-AD,LightGBM_Ranker,try1,recall,0.7959183673469388, DUD-AD,LightGBM_Ranker,try1,precision,0.11436950146627566, DUD-AD,LightGBM_Ranker,try1,MCC,0.16480258540777923, DUD-AD,RandomForest,tysy,AUROC,0.9457652840005781, DUD-AD,RandomForest,tysy,BEDROC,0.8686892868833483, DUD-AD,RandomForest,tysy,Enrichment factor 1%,58.18181818181818, DUD-AD,RandomForest,tysy,Enrichment factor 5%,17.272727272727273, DUD-AD,RandomForest,tysy,RIE,14.702332716747955, DUD-AD,RandomForest,tysy,AUPRC,0.815146997224016, DUD-AD,RandomForest,tysy,accuracy,0.9875, DUD-AD,RandomForest,tysy,F1 score,0.42857142857142855, DUD-AD,RandomForest,tysy,recall,0.2727272727272727, DUD-AD,RandomForest,tysy,precision,1.0, DUD-AD,RandomForest,tysy,MCC,0.5189432786393746, DUD-AD,LogisticRegression,tysy,AUROC,0.9728284434166787, DUD-AD,LogisticRegression,tysy,BEDROC,0.8983632800803325, DUD-AD,LogisticRegression,tysy,Enrichment factor 1%,58.18181818181818, DUD-AD,LogisticRegression,tysy,Enrichment factor 5%,18.181818181818183, DUD-AD,LogisticRegression,tysy,RIE,15.204557074920972, DUD-AD,LogisticRegression,tysy,AUPRC,0.8511681912050718, DUD-AD,LogisticRegression,tysy,accuracy,0.9921875, DUD-AD,LogisticRegression,tysy,F1 score,0.7058823529411765, DUD-AD,LogisticRegression,tysy,recall,0.5454545454545454, DUD-AD,LogisticRegression,tysy,precision,1.0, DUD-AD,LogisticRegression,tysy,MCC,0.7356309220361068, DUD-AD,SimilaritySearch_Mean,tysy,AUROC,0.8050657609481138, DUD-AD,SimilaritySearch_Mean,tysy,BEDROC,0.5426864525777666, DUD-AD,SimilaritySearch_Mean,tysy,Enrichment factor 1%,35.80419580419581, DUD-AD,SimilaritySearch_Mean,tysy,Enrichment factor 5%,10.909090909090908, DUD-AD,SimilaritySearch_Mean,tysy,RIE,9.184822379165723, DUD-AD,SimilaritySearch_Mean,tysy,AUPRC,0.4345010657776941, DUD-AD,SimilaritySearch_Max,tysy,AUROC,0.9448981066628126, DUD-AD,SimilaritySearch_Max,tysy,BEDROC,0.8344668281495387, DUD-AD,SimilaritySearch_Max,tysy,Enrichment factor 1%,53.7062937062937, DUD-AD,SimilaritySearch_Max,tysy,Enrichment factor 5%,15.454545454545455, DUD-AD,SimilaritySearch_Max,tysy,RIE,14.123126802040227, DUD-AD,SimilaritySearch_Max,tysy,AUPRC,0.7640690078052704, DUD-AD,LightGBM_Ranker,tysy,AUROC,0.7602615984968926, DUD-AD,LightGBM_Ranker,tysy,BEDROC,0.407777280381368, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 1%,26.85314685314685, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 5%,8.181818181818182, DUD-AD,LightGBM_Ranker,tysy,RIE,6.901520904766409, DUD-AD,LightGBM_Ranker,tysy,AUPRC,0.30580225794547145, DUD-AD,LightGBM_Ranker,tysy,accuracy,0.5109375, DUD-AD,LightGBM_Ranker,tysy,F1 score,0.054380664652567974, DUD-AD,LightGBM_Ranker,tysy,recall,0.8181818181818182, DUD-AD,LightGBM_Ranker,tysy,precision,0.028125, DUD-AD,LightGBM_Ranker,tysy,MCC,0.0841543121795838, DUD-AD,RandomForest,urok,AUROC,0.9666635518385273, DUD-AD,RandomForest,urok,BEDROC,0.8797908408814054, DUD-AD,RandomForest,urok,Enrichment factor 1%,38.029411764705884, DUD-AD,RandomForest,urok,Enrichment factor 5%,17.55203619909502, DUD-AD,RandomForest,urok,RIE,13.683689105723605, DUD-AD,RandomForest,urok,AUPRC,0.8076213448467264, DUD-AD,RandomForest,urok,accuracy,0.9868522815158546, DUD-AD,RandomForest,urok,F1 score,0.6666666666666666, DUD-AD,RandomForest,urok,recall,0.5, DUD-AD,RandomForest,urok,precision,1.0, DUD-AD,RandomForest,urok,MCC,0.7023806361181453, DUD-AD,LogisticRegression,urok,AUROC,0.9641639022566929, DUD-AD,LogisticRegression,urok,BEDROC,0.8771833350564969, DUD-AD,LogisticRegression,urok,Enrichment factor 1%,35.10407239819004, DUD-AD,LogisticRegression,urok,Enrichment factor 5%,16.381900452488686, DUD-AD,LogisticRegression,urok,RIE,13.643133672261456, DUD-AD,LogisticRegression,urok,AUPRC,0.8168507181361586, DUD-AD,LogisticRegression,urok,accuracy,0.991492652745553, DUD-AD,LogisticRegression,urok,F1 score,0.8135593220338984, DUD-AD,LogisticRegression,urok,recall,0.7058823529411765, DUD-AD,LogisticRegression,urok,precision,0.96, DUD-AD,LogisticRegression,urok,MCC,0.819343589353217, DUD-AD,SimilaritySearch_Mean,urok,AUROC,0.9219034714759613, DUD-AD,SimilaritySearch_Mean,urok,BEDROC,0.7549385117086366, DUD-AD,SimilaritySearch_Mean,urok,Enrichment factor 1%,26.328054298642535, DUD-AD,SimilaritySearch_Mean,urok,Enrichment factor 5%,14.626696832579185, DUD-AD,SimilaritySearch_Mean,urok,RIE,11.741817958211028, DUD-AD,SimilaritySearch_Mean,urok,AUPRC,0.6058949643697662, DUD-AD,SimilaritySearch_Max,urok,AUROC,0.9508246507498949, DUD-AD,SimilaritySearch_Max,urok,BEDROC,0.8528447358176772, DUD-AD,SimilaritySearch_Max,urok,Enrichment factor 1%,35.10407239819004, DUD-AD,SimilaritySearch_Max,urok,Enrichment factor 5%,16.966968325791854, DUD-AD,SimilaritySearch_Max,urok,RIE,13.264587080893227, DUD-AD,SimilaritySearch_Max,urok,AUPRC,0.7168269883422167, DUD-AD,LightGBM_Ranker,urok,AUROC,0.8225015184787179, DUD-AD,LightGBM_Ranker,urok,BEDROC,0.6501980173024617, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 1%,26.328054298642535, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 5%,11.70135746606335, DUD-AD,LightGBM_Ranker,urok,RIE,10.112753082840527, DUD-AD,LightGBM_Ranker,urok,AUPRC,0.494810908114068, DUD-AD,LightGBM_Ranker,urok,accuracy,0.5158546017014695, DUD-AD,LightGBM_Ranker,urok,F1 score,0.07941176470588235, DUD-AD,LightGBM_Ranker,urok,recall,0.7941176470588235, DUD-AD,LightGBM_Ranker,urok,precision,0.04179566563467492, DUD-AD,LightGBM_Ranker,urok,MCC,0.09679399725863683, DUD-AD,RandomForest,vgfr2,AUROC,0.9641355117545594, DUD-AD,RandomForest,vgfr2,BEDROC,0.8586675180132562, DUD-AD,RandomForest,vgfr2,Enrichment factor 1%,15.533509700176367, DUD-AD,RandomForest,vgfr2,Enrichment factor 5%,13.776325344952797, DUD-AD,RandomForest,vgfr2,RIE,10.018536909003162, DUD-AD,RandomForest,vgfr2,AUPRC,0.795610001111433, DUD-AD,RandomForest,vgfr2,accuracy,0.9579335793357934, DUD-AD,RandomForest,vgfr2,F1 score,0.4672897196261682, DUD-AD,RandomForest,vgfr2,recall,0.30864197530864196, DUD-AD,RandomForest,vgfr2,precision,0.9615384615384616, DUD-AD,RandomForest,vgfr2,MCC,0.532019017426609, DUD-AD,LogisticRegression,vgfr2,AUROC,0.9601139601139601, DUD-AD,LogisticRegression,vgfr2,BEDROC,0.8212339718634183, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 1%,15.533509700176367, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 5%,12.300290486564997, DUD-AD,LogisticRegression,vgfr2,RIE,9.581779546119439, DUD-AD,LogisticRegression,vgfr2,AUPRC,0.7460856800625101, DUD-AD,LogisticRegression,vgfr2,accuracy,0.9623616236162361, DUD-AD,LogisticRegression,vgfr2,F1 score,0.592, DUD-AD,LogisticRegression,vgfr2,recall,0.4567901234567901, DUD-AD,LogisticRegression,vgfr2,precision,0.8409090909090909, DUD-AD,LogisticRegression,vgfr2,MCC,0.6036158788982058, DUD-AD,SimilaritySearch_Mean,vgfr2,AUROC,0.833924452972072, DUD-AD,SimilaritySearch_Mean,vgfr2,BEDROC,0.4525936645285034, DUD-AD,SimilaritySearch_Mean,vgfr2,Enrichment factor 1%,9.559082892416226, DUD-AD,SimilaritySearch_Mean,vgfr2,Enrichment factor 5%,5.904139433551198, DUD-AD,SimilaritySearch_Mean,vgfr2,RIE,5.280654351093281, DUD-AD,SimilaritySearch_Mean,vgfr2,AUPRC,0.3088103025742699, DUD-AD,SimilaritySearch_Max,vgfr2,AUROC,0.9495804019613543, DUD-AD,SimilaritySearch_Max,vgfr2,BEDROC,0.7627249348075125, DUD-AD,SimilaritySearch_Max,vgfr2,Enrichment factor 1%,9.559082892416226, DUD-AD,SimilaritySearch_Max,vgfr2,Enrichment factor 5%,12.546296296296296, DUD-AD,SimilaritySearch_Max,vgfr2,RIE,8.899123069302746, DUD-AD,SimilaritySearch_Max,vgfr2,AUPRC,0.5999075578602853, DUD-AD,LightGBM_Ranker,vgfr2,AUROC,0.7000988429559858, DUD-AD,LightGBM_Ranker,vgfr2,BEDROC,0.3267239238369684, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 1%,7.169312169312168, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 5%,4.428104575163399, DUD-AD,LightGBM_Ranker,vgfr2,RIE,3.8120642316522244, DUD-AD,LightGBM_Ranker,vgfr2,AUPRC,0.21858719299178891, DUD-AD,LightGBM_Ranker,vgfr2,accuracy,0.5306273062730628, DUD-AD,LightGBM_Ranker,vgfr2,F1 score,0.16094986807387862, DUD-AD,LightGBM_Ranker,vgfr2,recall,0.7530864197530864, DUD-AD,LightGBM_Ranker,vgfr2,precision,0.09010339734121123, DUD-AD,LightGBM_Ranker,vgfr2,MCC,0.12781725843080807, Dekois,RandomForest,17betaHSD1,AUROC,0.9268852459016393, Dekois,RandomForest,17betaHSD1,BEDROC,0.8251831925484469, Dekois,RandomForest,17betaHSD1,Enrichment factor 1%,62.0, Dekois,RandomForest,17betaHSD1,Enrichment factor 5%,15.5, Dekois,RandomForest,17betaHSD1,RIE,14.106336529733197, Dekois,RandomForest,17betaHSD1,AUPRC,0.807936507936508, Dekois,RandomForest,17betaHSD1,accuracy,0.9838709677419355, Dekois,RandomForest,17betaHSD1,F1 score,0.0, Dekois,RandomForest,17betaHSD1,recall,0.0, Dekois,RandomForest,17betaHSD1,precision,0.0, Dekois,RandomForest,17betaHSD1,MCC,0.0, Dekois,LogisticRegression,17betaHSD1,AUROC,0.9278688524590164, Dekois,LogisticRegression,17betaHSD1,BEDROC,0.7922580543862707, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LogisticRegression,17betaHSD1,RIE,13.543488083720293, Dekois,LogisticRegression,17betaHSD1,AUPRC,0.7232142857142856, Dekois,LogisticRegression,17betaHSD1,accuracy,0.9838709677419355, Dekois,LogisticRegression,17betaHSD1,F1 score,0.0, Dekois,LogisticRegression,17betaHSD1,recall,0.0, Dekois,LogisticRegression,17betaHSD1,precision,0.0, Dekois,LogisticRegression,17betaHSD1,MCC,0.0, Dekois,SimilaritySearch_Mean,17betaHSD1,AUROC,0.9088524590163933, Dekois,SimilaritySearch_Mean,17betaHSD1,BEDROC,0.6381950345845792, Dekois,SimilaritySearch_Mean,17betaHSD1,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,17betaHSD1,Enrichment factor 5%,11.625, Dekois,SimilaritySearch_Mean,17betaHSD1,RIE,10.909812535987797, Dekois,SimilaritySearch_Mean,17betaHSD1,AUPRC,0.5249580927547028, Dekois,SimilaritySearch_Max,17betaHSD1,AUROC,0.9062295081967213, Dekois,SimilaritySearch_Max,17betaHSD1,BEDROC,0.7663888111912021, Dekois,SimilaritySearch_Max,17betaHSD1,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Max,17betaHSD1,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Max,17betaHSD1,RIE,13.10125870687895, Dekois,SimilaritySearch_Max,17betaHSD1,AUPRC,0.6046120546120546, Dekois,LightGBM_Ranker,17betaHSD1,AUROC,0.9016393442622952, Dekois,LightGBM_Ranker,17betaHSD1,BEDROC,0.7920955166458293, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,17betaHSD1,RIE,13.540709534571151, Dekois,LightGBM_Ranker,17betaHSD1,AUPRC,0.7208646616541352, Dekois,LightGBM_Ranker,17betaHSD1,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,17betaHSD1,F1 score,0.0625, Dekois,LightGBM_Ranker,17betaHSD1,recall,1.0, Dekois,LightGBM_Ranker,17betaHSD1,precision,0.03225806451612903, Dekois,LightGBM_Ranker,17betaHSD1,MCC,0.12803687993289598, Dekois,RandomForest,A2A,AUROC,0.9303691275167785, Dekois,RandomForest,A2A,BEDROC,0.7591525657183631, Dekois,RandomForest,A2A,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,A2A,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,A2A,RIE,10.569086887115743, Dekois,RandomForest,A2A,AUPRC,0.6760064565737092, Dekois,RandomForest,A2A,accuracy,0.9612903225806452, Dekois,RandomForest,A2A,F1 score,0.0, Dekois,RandomForest,A2A,recall,0.0, Dekois,RandomForest,A2A,precision,0.0, Dekois,RandomForest,A2A,MCC,0.0, Dekois,LogisticRegression,A2A,AUROC,0.9670022371364653, Dekois,LogisticRegression,A2A,BEDROC,0.7950305882257257, Dekois,LogisticRegression,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,A2A,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,A2A,RIE,11.068588505247607, Dekois,LogisticRegression,A2A,AUPRC,0.7441391802198917, Dekois,LogisticRegression,A2A,accuracy,0.9741935483870968, Dekois,LogisticRegression,A2A,F1 score,0.5, Dekois,LogisticRegression,A2A,recall,0.3333333333333333, Dekois,LogisticRegression,A2A,precision,1.0, Dekois,LogisticRegression,A2A,MCC,0.5697532241097388, Dekois,SimilaritySearch_Mean,A2A,AUROC,0.9323266219239372, Dekois,SimilaritySearch_Mean,A2A,BEDROC,0.6504320994006357, Dekois,SimilaritySearch_Mean,A2A,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,A2A,Enrichment factor 5%,11.302083333333334, Dekois,SimilaritySearch_Mean,A2A,RIE,9.055456952840201, Dekois,SimilaritySearch_Mean,A2A,AUPRC,0.5573333998026149, Dekois,SimilaritySearch_Max,A2A,AUROC,0.9260346756152125, Dekois,SimilaritySearch_Max,A2A,BEDROC,0.614211679442862, Dekois,SimilaritySearch_Max,A2A,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Max,A2A,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,A2A,RIE,8.551188403072418, Dekois,SimilaritySearch_Max,A2A,AUPRC,0.44165700676431385, Dekois,LightGBM_Ranker,A2A,AUROC,0.9272930648769575, Dekois,LightGBM_Ranker,A2A,BEDROC,0.7802796471969125, Dekois,LightGBM_Ranker,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,A2A,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,A2A,RIE,10.863222701952626, Dekois,LightGBM_Ranker,A2A,AUPRC,0.7155930004680635, Dekois,LightGBM_Ranker,A2A,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,A2A,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,A2A,recall,1.0, Dekois,LightGBM_Ranker,A2A,precision,0.07741935483870968, Dekois,LightGBM_Ranker,A2A,MCC,0.20067001862719533, Dekois,RandomForest,ADRB2,AUROC,0.9673311184939092, Dekois,RandomForest,ADRB2,BEDROC,0.9101258189664363, Dekois,RandomForest,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,ADRB2,RIE,13.80796883192463, Dekois,RandomForest,ADRB2,AUPRC,0.8863471314451707, Dekois,RandomForest,ADRB2,accuracy,0.9806451612903225, Dekois,RandomForest,ADRB2,F1 score,0.5, Dekois,RandomForest,ADRB2,recall,0.3333333333333333, Dekois,RandomForest,ADRB2,precision,1.0, Dekois,RandomForest,ADRB2,MCC,0.5716805710822062, Dekois,LogisticRegression,ADRB2,AUROC,0.9593946105574013, Dekois,LogisticRegression,ADRB2,BEDROC,0.817994900742637, Dekois,LogisticRegression,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,ADRB2,RIE,12.410205120983447, Dekois,LogisticRegression,ADRB2,AUPRC,0.7782128220140516, Dekois,LogisticRegression,ADRB2,accuracy,0.9709677419354839, Dekois,LogisticRegression,ADRB2,F1 score,0.0, Dekois,LogisticRegression,ADRB2,recall,0.0, Dekois,LogisticRegression,ADRB2,precision,0.0, Dekois,LogisticRegression,ADRB2,MCC,0.0, Dekois,SimilaritySearch_Mean,ADRB2,AUROC,0.8944259874492432, Dekois,SimilaritySearch_Mean,ADRB2,BEDROC,0.7967070732244206, Dekois,SimilaritySearch_Mean,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,SimilaritySearch_Mean,ADRB2,RIE,12.087236964761905, Dekois,SimilaritySearch_Mean,ADRB2,AUPRC,0.7327355650885063, Dekois,SimilaritySearch_Max,ADRB2,AUROC,0.9520118124769287, Dekois,SimilaritySearch_Max,ADRB2,BEDROC,0.8994741896583224, Dekois,SimilaritySearch_Max,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Max,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,SimilaritySearch_Max,ADRB2,RIE,13.646367697405239, Dekois,SimilaritySearch_Max,ADRB2,AUPRC,0.8659387997623291, Dekois,LightGBM_Ranker,ADRB2,AUROC,0.9254337393872277, Dekois,LightGBM_Ranker,ADRB2,BEDROC,0.8014044673820825, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,ADRB2,RIE,12.15850345397259, Dekois,LightGBM_Ranker,ADRB2,AUPRC,0.7473152352477738, Dekois,LightGBM_Ranker,ADRB2,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,ADRB2,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,ADRB2,recall,0.8888888888888888, Dekois,LightGBM_Ranker,ADRB2,precision,0.05161290322580645, Dekois,LightGBM_Ranker,ADRB2,MCC,0.13449109746432147, Dekois,RandomForest,AKT1,AUROC,0.9358333333333334, Dekois,RandomForest,AKT1,BEDROC,0.8984742713010491, Dekois,RandomForest,AKT1,Enrichment factor 1%,31.0, Dekois,RandomForest,AKT1,Enrichment factor 5%,17.4375, Dekois,RandomForest,AKT1,RIE,13.241789581268847, Dekois,RandomForest,AKT1,AUPRC,0.8403384687208217, Dekois,RandomForest,AKT1,accuracy,0.967741935483871, Dekois,RandomForest,AKT1,F1 score,0.0, Dekois,RandomForest,AKT1,recall,0.0, Dekois,RandomForest,AKT1,precision,0.0, Dekois,RandomForest,AKT1,MCC,0.0, Dekois,LogisticRegression,AKT1,AUROC,0.9163333333333334, Dekois,LogisticRegression,AKT1,BEDROC,0.8918772743367631, Dekois,LogisticRegression,AKT1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AKT1,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AKT1,RIE,13.144562484091288, Dekois,LogisticRegression,AKT1,AUPRC,0.8352709517079595, Dekois,LogisticRegression,AKT1,accuracy,0.9774193548387097, Dekois,LogisticRegression,AKT1,F1 score,0.46153846153846156, Dekois,LogisticRegression,AKT1,recall,0.3, Dekois,LogisticRegression,AKT1,precision,1.0, Dekois,LogisticRegression,AKT1,MCC,0.5414421567633252, Dekois,SimilaritySearch_Mean,AKT1,AUROC,0.8980000000000001, Dekois,SimilaritySearch_Mean,AKT1,BEDROC,0.7696172514091383, Dekois,SimilaritySearch_Mean,AKT1,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,AKT1,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,AKT1,RIE,11.342683963536103, Dekois,SimilaritySearch_Mean,AKT1,AUPRC,0.7158196976780425, Dekois,SimilaritySearch_Max,AKT1,AUROC,0.9183333333333333, Dekois,SimilaritySearch_Max,AKT1,BEDROC,0.8638532581352225, Dekois,SimilaritySearch_Max,AKT1,Enrichment factor 1%,23.25, Dekois,SimilaritySearch_Max,AKT1,Enrichment factor 5%,17.4375, Dekois,SimilaritySearch_Max,AKT1,RIE,12.731542171775963, Dekois,SimilaritySearch_Max,AKT1,AUPRC,0.7404323044896814, Dekois,LightGBM_Ranker,AKT1,AUROC,0.887, Dekois,LightGBM_Ranker,AKT1,BEDROC,0.7710942212309372, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 5%,13.5625, Dekois,LightGBM_Ranker,AKT1,RIE,11.364451669231554, Dekois,LightGBM_Ranker,AKT1,AUPRC,0.6723314840499306, Dekois,LightGBM_Ranker,AKT1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,AKT1,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,AKT1,recall,0.9, Dekois,LightGBM_Ranker,AKT1,precision,0.05806451612903226, Dekois,LightGBM_Ranker,AKT1,MCC,0.1460593486680443, Dekois,RandomForest,ALR2,AUROC,0.9991830065359477, Dekois,RandomForest,ALR2,BEDROC,0.9858578155115907, Dekois,RandomForest,ALR2,Enrichment factor 1%,58.125, Dekois,RandomForest,ALR2,Enrichment factor 5%,19.375, Dekois,RandomForest,ALR2,RIE,17.378437756555318, Dekois,RandomForest,ALR2,AUPRC,0.95, Dekois,RandomForest,ALR2,accuracy,0.9967741935483871, Dekois,RandomForest,ALR2,F1 score,0.8571428571428571, Dekois,RandomForest,ALR2,recall,0.75, Dekois,RandomForest,ALR2,precision,1.0, Dekois,RandomForest,ALR2,MCC,0.8646137884959556, Dekois,LogisticRegression,ALR2,AUROC,1.0, Dekois,LogisticRegression,ALR2,BEDROC,1.0000000000000004, Dekois,LogisticRegression,ALR2,Enrichment factor 1%,77.5, Dekois,LogisticRegression,ALR2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,ALR2,RIE,17.627732399597626, Dekois,LogisticRegression,ALR2,AUPRC,1.0, Dekois,LogisticRegression,ALR2,accuracy,0.9935483870967742, Dekois,LogisticRegression,ALR2,F1 score,0.6666666666666666, Dekois,LogisticRegression,ALR2,recall,0.5, Dekois,LogisticRegression,ALR2,precision,1.0, Dekois,LogisticRegression,ALR2,MCC,0.7048072408490471, Dekois,SimilaritySearch_Mean,ALR2,AUROC,1.0, Dekois,SimilaritySearch_Mean,ALR2,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Mean,ALR2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Mean,ALR2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,ALR2,RIE,17.627732399597626, Dekois,SimilaritySearch_Mean,ALR2,AUPRC,1.0, Dekois,SimilaritySearch_Max,ALR2,AUROC,0.9963235294117647, Dekois,SimilaritySearch_Max,ALR2,BEDROC,0.9485154259108625, Dekois,SimilaritySearch_Max,ALR2,Enrichment factor 1%,58.125, Dekois,SimilaritySearch_Max,ALR2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,ALR2,RIE,16.720176107268408, Dekois,SimilaritySearch_Max,ALR2,AUPRC,0.8611111111111112, Dekois,LightGBM_Ranker,ALR2,AUROC,0.9983660130718954, Dekois,LightGBM_Ranker,ALR2,BEDROC,0.9725992206691785, Dekois,LightGBM_Ranker,ALR2,Enrichment factor 1%,58.125, Dekois,LightGBM_Ranker,ALR2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,ALR2,RIE,17.144718795302154, Dekois,LightGBM_Ranker,ALR2,AUPRC,0.9166666666666666, Dekois,LightGBM_Ranker,ALR2,accuracy,0.5129032258064516, Dekois,LightGBM_Ranker,ALR2,F1 score,0.050314465408805034, Dekois,LightGBM_Ranker,ALR2,recall,1.0, Dekois,LightGBM_Ranker,ALR2,precision,0.025806451612903226, Dekois,LightGBM_Ranker,ALR2,MCC,0.1143323900950059, Dekois,RandomForest,AR,AUROC,0.9636666666666667, Dekois,RandomForest,AR,BEDROC,0.8233689393564367, Dekois,RandomForest,AR,Enrichment factor 1%,31.0, Dekois,RandomForest,AR,Enrichment factor 5%,15.5, Dekois,RandomForest,AR,RIE,12.134880870068319, Dekois,RandomForest,AR,AUPRC,0.7697622638799109, Dekois,RandomForest,AR,accuracy,0.9709677419354839, Dekois,RandomForest,AR,F1 score,0.18181818181818182, Dekois,RandomForest,AR,recall,0.1, Dekois,RandomForest,AR,precision,1.0, Dekois,RandomForest,AR,MCC,0.3115884764248779, Dekois,LogisticRegression,AR,AUROC,0.9206666666666666, Dekois,LogisticRegression,AR,BEDROC,0.84733820879287, Dekois,LogisticRegression,AR,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AR,Enrichment factor 5%,15.5, Dekois,LogisticRegression,AR,RIE,12.488141982872758, Dekois,LogisticRegression,AR,AUPRC,0.7922620827105131, Dekois,LogisticRegression,AR,accuracy,0.9741935483870968, Dekois,LogisticRegression,AR,F1 score,0.3333333333333333, Dekois,LogisticRegression,AR,recall,0.2, Dekois,LogisticRegression,AR,precision,1.0, Dekois,LogisticRegression,AR,MCC,0.44136741475237473, Dekois,SimilaritySearch_Mean,AR,AUROC,0.8556666666666667, Dekois,SimilaritySearch_Mean,AR,BEDROC,0.7189363483383762, Dekois,SimilaritySearch_Mean,AR,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,AR,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,AR,RIE,10.59574454328419, Dekois,SimilaritySearch_Mean,AR,AUPRC,0.6362061998752646, Dekois,SimilaritySearch_Max,AR,AUROC,0.9601666666666667, Dekois,SimilaritySearch_Max,AR,BEDROC,0.8350374711671325, Dekois,SimilaritySearch_Max,AR,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,AR,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Max,AR,RIE,12.30685267518203, Dekois,SimilaritySearch_Max,AR,AUPRC,0.7900545634920635, Dekois,LightGBM_Ranker,AR,AUROC,0.867, Dekois,LightGBM_Ranker,AR,BEDROC,0.8003826538293854, Dekois,LightGBM_Ranker,AR,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AR,Enrichment factor 5%,13.5625, Dekois,LightGBM_Ranker,AR,RIE,11.796107056954762, Dekois,LightGBM_Ranker,AR,AUPRC,0.7342595933095445, Dekois,LightGBM_Ranker,AR,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,AR,F1 score,0.09696969696969697, Dekois,LightGBM_Ranker,AR,recall,0.8, Dekois,LightGBM_Ranker,AR,precision,0.05161290322580645, Dekois,LightGBM_Ranker,AR,MCC,0.10954451150103323, Dekois,RandomForest,AURKA,AUROC,0.9845, Dekois,RandomForest,AURKA,BEDROC,0.896017559542597, Dekois,RandomForest,AURKA,Enrichment factor 1%,31.0, Dekois,RandomForest,AURKA,Enrichment factor 5%,17.4375, Dekois,RandomForest,AURKA,RIE,13.205582356349785, Dekois,RandomForest,AURKA,AUPRC,0.8430052790346908, Dekois,RandomForest,AURKA,accuracy,0.9774193548387097, Dekois,RandomForest,AURKA,F1 score,0.46153846153846156, Dekois,RandomForest,AURKA,recall,0.3, Dekois,RandomForest,AURKA,precision,1.0, Dekois,RandomForest,AURKA,MCC,0.5414421567633252, Dekois,LogisticRegression,AURKA,AUROC,0.9913333333333333, Dekois,LogisticRegression,AURKA,BEDROC,0.9102345857012076, Dekois,LogisticRegression,AURKA,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AURKA,Enrichment factor 5%,15.5, Dekois,LogisticRegression,AURKA,RIE,13.415114085920429, Dekois,LogisticRegression,AURKA,AUPRC,0.8677916038210155, Dekois,LogisticRegression,AURKA,accuracy,0.967741935483871, Dekois,LogisticRegression,AURKA,F1 score,0.0, Dekois,LogisticRegression,AURKA,recall,0.0, Dekois,LogisticRegression,AURKA,precision,0.0, Dekois,LogisticRegression,AURKA,MCC,0.0, Dekois,SimilaritySearch_Mean,AURKA,AUROC,0.9603333333333334, Dekois,SimilaritySearch_Mean,AURKA,BEDROC,0.8207743629126292, Dekois,SimilaritySearch_Mean,AURKA,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,AURKA,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Mean,AURKA,RIE,12.09664178379886, Dekois,SimilaritySearch_Mean,AURKA,AUPRC,0.7705957602339182, Dekois,SimilaritySearch_Max,AURKA,AUROC,0.9825, Dekois,SimilaritySearch_Max,AURKA,BEDROC,0.8418063283967883, Dekois,SimilaritySearch_Max,AURKA,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,AURKA,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Max,AURKA,RIE,12.406612663432988, Dekois,SimilaritySearch_Max,AURKA,AUPRC,0.760407559919755, Dekois,LightGBM_Ranker,AURKA,AUROC,0.9726666666666667, Dekois,LightGBM_Ranker,AURKA,BEDROC,0.80269310204932, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,AURKA,RIE,11.83015863751777, Dekois,LightGBM_Ranker,AURKA,AUPRC,0.7029761904761904, Dekois,LightGBM_Ranker,AURKA,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,AURKA,F1 score,0.12121212121212122, Dekois,LightGBM_Ranker,AURKA,recall,1.0, Dekois,LightGBM_Ranker,AURKA,precision,0.06451612903225806, Dekois,LightGBM_Ranker,AURKA,MCC,0.18257418583505536, Dekois,RandomForest,AURKB,AUROC,0.9966555183946488, Dekois,RandomForest,AURKB,BEDROC,0.9601180847616095, Dekois,RandomForest,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,AURKB,Enrichment factor 5%,19.375, Dekois,RandomForest,AURKB,RIE,13.750734993067645, Dekois,RandomForest,AURKB,AUPRC,0.920305481802808, Dekois,RandomForest,AURKB,accuracy,0.967741935483871, Dekois,RandomForest,AURKB,F1 score,0.16666666666666666, Dekois,RandomForest,AURKB,recall,0.09090909090909091, Dekois,RandomForest,AURKB,precision,1.0, Dekois,RandomForest,AURKB,MCC,0.29659239560733464, Dekois,LogisticRegression,AURKB,AUROC,0.9917908178777745, Dekois,LogisticRegression,AURKB,BEDROC,0.9344845943223699, Dekois,LogisticRegression,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,AURKB,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,AURKB,RIE,13.38361417945832, Dekois,LogisticRegression,AURKB,AUPRC,0.9125286478227654, Dekois,LogisticRegression,AURKB,accuracy,0.9774193548387097, Dekois,LogisticRegression,AURKB,F1 score,0.5333333333333333, Dekois,LogisticRegression,AURKB,recall,0.36363636363636365, Dekois,LogisticRegression,AURKB,precision,1.0, Dekois,LogisticRegression,AURKB,MCC,0.5960854676383659, Dekois,SimilaritySearch_Mean,AURKB,AUROC,0.9002736394040742, Dekois,SimilaritySearch_Mean,AURKB,BEDROC,0.7326565453409795, Dekois,SimilaritySearch_Mean,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,AURKB,Enrichment factor 5%,12.329545454545455, Dekois,SimilaritySearch_Mean,AURKB,RIE,10.493048896245629, Dekois,SimilaritySearch_Mean,AURKB,AUPRC,0.672350418214019, Dekois,SimilaritySearch_Max,AURKB,AUROC,0.9963514746123442, Dekois,SimilaritySearch_Max,AURKB,BEDROC,0.9465176274182812, Dekois,SimilaritySearch_Max,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Max,AURKB,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,AURKB,RIE,13.555950323489508, Dekois,SimilaritySearch_Max,AURKB,AUPRC,0.8944739603830514, Dekois,LightGBM_Ranker,AURKB,AUROC,0.9635147461234417, Dekois,LightGBM_Ranker,AURKB,BEDROC,0.7881475655415312, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,AURKB,RIE,11.28778687905474, Dekois,LightGBM_Ranker,AURKB,AUPRC,0.6969961411137882, Dekois,LightGBM_Ranker,AURKB,accuracy,0.535483870967742, Dekois,LightGBM_Ranker,AURKB,F1 score,0.13253012048192772, Dekois,LightGBM_Ranker,AURKB,recall,1.0, Dekois,LightGBM_Ranker,AURKB,precision,0.07096774193548387, Dekois,LightGBM_Ranker,AURKB,MCC,0.19180536399919287, Dekois,RandomForest,BCL2,AUROC,0.5737704918032787, Dekois,RandomForest,BCL2,BEDROC,0.43905709163343215, Dekois,RandomForest,BCL2,Enrichment factor 1%,31.0, Dekois,RandomForest,BCL2,Enrichment factor 5%,7.75, Dekois,RandomForest,BCL2,RIE,7.505590473800062, Dekois,RandomForest,BCL2,AUPRC,0.4102127060149317, Dekois,RandomForest,BCL2,accuracy,0.9903225806451613, Dekois,RandomForest,BCL2,F1 score,0.5714285714285714, Dekois,RandomForest,BCL2,recall,0.4, Dekois,RandomForest,BCL2,precision,1.0, Dekois,RandomForest,BCL2,MCC,0.6293678543617366, Dekois,LogisticRegression,BCL2,AUROC,0.8288524590163935, Dekois,LogisticRegression,BCL2,BEDROC,0.45219150052586105, Dekois,LogisticRegression,BCL2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,BCL2,Enrichment factor 5%,7.75, Dekois,LogisticRegression,BCL2,RIE,7.730120484820464, Dekois,LogisticRegression,BCL2,AUPRC,0.429187628228549, Dekois,LogisticRegression,BCL2,accuracy,0.9903225806451613, Dekois,LogisticRegression,BCL2,F1 score,0.5714285714285714, Dekois,LogisticRegression,BCL2,recall,0.4, Dekois,LogisticRegression,BCL2,precision,1.0, Dekois,LogisticRegression,BCL2,MCC,0.6293678543617366, Dekois,SimilaritySearch_Mean,BCL2,AUROC,0.48852459016393446, Dekois,SimilaritySearch_Mean,BCL2,BEDROC,0.4390443505245539, Dekois,SimilaritySearch_Mean,BCL2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,BCL2,Enrichment factor 5%,7.75, Dekois,SimilaritySearch_Mean,BCL2,RIE,7.505372667171664, Dekois,SimilaritySearch_Mean,BCL2,AUPRC,0.4090361839418443, Dekois,SimilaritySearch_Max,BCL2,AUROC,0.4737704918032786, Dekois,SimilaritySearch_Max,BCL2,BEDROC,0.43904442430621166, Dekois,SimilaritySearch_Max,BCL2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,BCL2,Enrichment factor 5%,7.75, Dekois,SimilaritySearch_Max,BCL2,RIE,7.505373928453887, Dekois,SimilaritySearch_Max,BCL2,AUPRC,0.40873273503156116, Dekois,LightGBM_Ranker,BCL2,AUROC,0.5711475409836065, Dekois,LightGBM_Ranker,BCL2,BEDROC,0.4390518295845833, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 5%,7.75, Dekois,LightGBM_Ranker,BCL2,RIE,7.505500520160298, Dekois,LightGBM_Ranker,BCL2,AUPRC,0.4108335787842766, Dekois,LightGBM_Ranker,BCL2,accuracy,0.4967741935483871, Dekois,LightGBM_Ranker,BCL2,F1 score,0.025, Dekois,LightGBM_Ranker,BCL2,recall,0.4, Dekois,LightGBM_Ranker,BCL2,precision,0.012903225806451613, Dekois,LightGBM_Ranker,BCL2,MCC,-0.025607375986579195, Dekois,RandomForest,CATL,AUROC,0.9983606557377048, Dekois,RandomForest,CATL,BEDROC,0.9788082663986806, Dekois,RandomForest,CATL,Enrichment factor 1%,62.0, Dekois,RandomForest,CATL,Enrichment factor 5%,19.375, Dekois,RandomForest,CATL,RIE,16.732525481752667, Dekois,RandomForest,CATL,AUPRC,0.925, Dekois,RandomForest,CATL,accuracy,0.9903225806451613, Dekois,RandomForest,CATL,F1 score,0.5714285714285714, Dekois,RandomForest,CATL,recall,0.4, Dekois,RandomForest,CATL,precision,1.0, Dekois,RandomForest,CATL,MCC,0.6293678543617366, Dekois,LogisticRegression,CATL,AUROC,1.0, Dekois,LogisticRegression,CATL,BEDROC,1.0000000000000004, Dekois,LogisticRegression,CATL,Enrichment factor 1%,62.0, Dekois,LogisticRegression,CATL,Enrichment factor 5%,19.375, Dekois,LogisticRegression,CATL,RIE,17.094793796833716, Dekois,LogisticRegression,CATL,AUPRC,1.0, Dekois,LogisticRegression,CATL,accuracy,0.9935483870967742, Dekois,LogisticRegression,CATL,F1 score,0.75, Dekois,LogisticRegression,CATL,recall,0.6, Dekois,LogisticRegression,CATL,precision,1.0, Dekois,LogisticRegression,CATL,MCC,0.7720694303051548, Dekois,SimilaritySearch_Mean,CATL,AUROC,0.9842622950819673, Dekois,SimilaritySearch_Mean,CATL,BEDROC,0.852970137425708, Dekois,SimilaritySearch_Mean,CATL,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Mean,CATL,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Mean,CATL,RIE,14.581348621302169, Dekois,SimilaritySearch_Mean,CATL,AUPRC,0.7957142857142856, Dekois,SimilaritySearch_Max,CATL,AUROC,0.9986885245901639, Dekois,SimilaritySearch_Max,CATL,BEDROC,0.9788082663986806, Dekois,SimilaritySearch_Max,CATL,Enrichment factor 1%,62.0, Dekois,SimilaritySearch_Max,CATL,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,CATL,RIE,16.732525481752667, Dekois,SimilaritySearch_Max,CATL,AUPRC,0.9428571428571428, Dekois,LightGBM_Ranker,CATL,AUROC,0.8800000000000001, Dekois,LightGBM_Ranker,CATL,BEDROC,0.782470377686388, Dekois,LightGBM_Ranker,CATL,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,CATL,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,CATL,RIE,13.37616976926188, Dekois,LightGBM_Ranker,CATL,AUPRC,0.7054347826086956, Dekois,LightGBM_Ranker,CATL,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,CATL,F1 score,0.05, Dekois,LightGBM_Ranker,CATL,recall,0.8, Dekois,LightGBM_Ranker,CATL,precision,0.025806451612903226, Dekois,LightGBM_Ranker,CATL,MCC,0.07682212795973759, Dekois,RandomForest,CDK2,AUROC,0.8192241379310345, Dekois,RandomForest,CDK2,BEDROC,0.5333547611278887, Dekois,RandomForest,CDK2,Enrichment factor 1%,11.625, Dekois,RandomForest,CDK2,Enrichment factor 5%,6.78125, Dekois,RandomForest,CDK2,RIE,5.99206958284152, Dekois,RandomForest,CDK2,AUPRC,0.379606512228544, Dekois,RandomForest,CDK2,accuracy,0.9354838709677419, Dekois,RandomForest,CDK2,F1 score,0.0, Dekois,RandomForest,CDK2,recall,0.0, Dekois,RandomForest,CDK2,precision,0.0, Dekois,RandomForest,CDK2,MCC,0.0, Dekois,LogisticRegression,CDK2,AUROC,0.8474137931034482, Dekois,LogisticRegression,CDK2,BEDROC,0.5232121337279106, Dekois,LogisticRegression,CDK2,Enrichment factor 1%,11.625, Dekois,LogisticRegression,CDK2,Enrichment factor 5%,6.78125, Dekois,LogisticRegression,CDK2,RIE,5.878120420465083, Dekois,LogisticRegression,CDK2,AUPRC,0.4175318022142088, Dekois,LogisticRegression,CDK2,accuracy,0.9387096774193548, Dekois,LogisticRegression,CDK2,F1 score,0.09523809523809523, Dekois,LogisticRegression,CDK2,recall,0.05, Dekois,LogisticRegression,CDK2,precision,1.0, Dekois,LogisticRegression,CDK2,MCC,0.21662309743663546, Dekois,SimilaritySearch_Mean,CDK2,AUROC,0.8531034482758622, Dekois,SimilaritySearch_Mean,CDK2,BEDROC,0.3523927941820165, Dekois,SimilaritySearch_Mean,CDK2,Enrichment factor 1%,7.75, Dekois,SimilaritySearch_Mean,CDK2,Enrichment factor 5%,3.875, Dekois,SimilaritySearch_Mean,CDK2,RIE,3.95901998510916, Dekois,SimilaritySearch_Mean,CDK2,AUPRC,0.3044685290990362, Dekois,SimilaritySearch_Max,CDK2,AUROC,0.7877586206896552, Dekois,SimilaritySearch_Max,CDK2,BEDROC,0.41981447838996716, Dekois,SimilaritySearch_Max,CDK2,Enrichment factor 1%,7.75, Dekois,SimilaritySearch_Max,CDK2,Enrichment factor 5%,5.8125, Dekois,SimilaritySearch_Max,CDK2,RIE,4.716480960311822, Dekois,SimilaritySearch_Max,CDK2,AUPRC,0.2834114863666421, Dekois,LightGBM_Ranker,CDK2,AUROC,0.8467241379310345, Dekois,LightGBM_Ranker,CDK2,BEDROC,0.4251278742553925, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 1%,7.75, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 5%,4.84375, Dekois,LightGBM_Ranker,CDK2,RIE,4.776175256904138, Dekois,LightGBM_Ranker,CDK2,AUPRC,0.32780825792430696, Dekois,LightGBM_Ranker,CDK2,accuracy,0.5580645161290323, Dekois,LightGBM_Ranker,CDK2,F1 score,0.21714285714285714, Dekois,LightGBM_Ranker,CDK2,recall,0.95, Dekois,LightGBM_Ranker,CDK2,precision,0.12258064516129032, Dekois,LightGBM_Ranker,CDK2,MCC,0.23635157914750063, Dekois,RandomForest,COX1,AUROC,0.9664429530201343, Dekois,RandomForest,COX1,BEDROC,0.9083855226268326, Dekois,RandomForest,COX1,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,COX1,Enrichment factor 5%,17.760416666666668, Dekois,RandomForest,COX1,RIE,12.646740510279795, Dekois,RandomForest,COX1,AUPRC,0.8637783689310408, Dekois,RandomForest,COX1,accuracy,0.964516129032258, Dekois,RandomForest,COX1,F1 score,0.15384615384615385, Dekois,RandomForest,COX1,recall,0.08333333333333333, Dekois,RandomForest,COX1,precision,1.0, Dekois,RandomForest,COX1,MCC,0.28349034294228054, Dekois,LogisticRegression,COX1,AUROC,0.9401565995525726, Dekois,LogisticRegression,COX1,BEDROC,0.8236033027544478, Dekois,LogisticRegression,COX1,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,COX1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,COX1,RIE,11.46638403978655, Dekois,LogisticRegression,COX1,AUPRC,0.7613761406333871, Dekois,LogisticRegression,COX1,accuracy,0.9709677419354839, Dekois,LogisticRegression,COX1,F1 score,0.4, Dekois,LogisticRegression,COX1,recall,0.25, Dekois,LogisticRegression,COX1,precision,1.0, Dekois,LogisticRegression,COX1,MCC,0.49261649360530646, Dekois,SimilaritySearch_Mean,COX1,AUROC,0.854586129753915, Dekois,SimilaritySearch_Mean,COX1,BEDROC,0.7271939400383075, Dekois,SimilaritySearch_Mean,COX1,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,COX1,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,COX1,RIE,10.124151962478177, Dekois,SimilaritySearch_Mean,COX1,AUPRC,0.6424005982995372, Dekois,SimilaritySearch_Max,COX1,AUROC,0.9656040268456375, Dekois,SimilaritySearch_Max,COX1,BEDROC,0.9430071542685424, Dekois,SimilaritySearch_Max,COX1,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,COX1,Enrichment factor 5%,17.760416666666668, Dekois,SimilaritySearch_Max,COX1,RIE,13.128750382029292, Dekois,SimilaritySearch_Max,COX1,AUPRC,0.9239659367396594, Dekois,LightGBM_Ranker,COX1,AUROC,0.8017337807606264, Dekois,LightGBM_Ranker,COX1,BEDROC,0.5895198506907584, Dekois,LightGBM_Ranker,COX1,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,COX1,Enrichment factor 5%,8.072916666666666, Dekois,LightGBM_Ranker,COX1,RIE,8.207423402819696, Dekois,LightGBM_Ranker,COX1,AUPRC,0.4896451571189938, Dekois,LightGBM_Ranker,COX1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,COX1,F1 score,0.11976047904191617, Dekois,LightGBM_Ranker,COX1,recall,0.8333333333333334, Dekois,LightGBM_Ranker,COX1,precision,0.06451612903225806, Dekois,LightGBM_Ranker,COX1,MCC,0.13378001241813023, Dekois,RandomForest,COX2,AUROC,1.0, Dekois,RandomForest,COX2,BEDROC,1.0000000000000004, Dekois,RandomForest,COX2,Enrichment factor 1%,77.5, Dekois,RandomForest,COX2,Enrichment factor 5%,19.375, Dekois,RandomForest,COX2,RIE,18.1835705468144, Dekois,RandomForest,COX2,AUPRC,1.0, Dekois,RandomForest,COX2,accuracy,0.9967741935483871, Dekois,RandomForest,COX2,F1 score,0.8, Dekois,RandomForest,COX2,recall,0.6666666666666666, Dekois,RandomForest,COX2,precision,1.0, Dekois,RandomForest,COX2,MCC,0.8151700218372634, Dekois,LogisticRegression,COX2,AUROC,1.0, Dekois,LogisticRegression,COX2,BEDROC,1.0000000000000004, Dekois,LogisticRegression,COX2,Enrichment factor 1%,77.5, Dekois,LogisticRegression,COX2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,COX2,RIE,18.1835705468144, Dekois,LogisticRegression,COX2,AUPRC,1.0, Dekois,LogisticRegression,COX2,accuracy,0.9903225806451613, Dekois,LogisticRegression,COX2,F1 score,0.0, Dekois,LogisticRegression,COX2,recall,0.0, Dekois,LogisticRegression,COX2,precision,0.0, Dekois,LogisticRegression,COX2,MCC,0.0, Dekois,SimilaritySearch_Mean,COX2,AUROC,1.0, Dekois,SimilaritySearch_Mean,COX2,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Mean,COX2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Mean,COX2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,COX2,RIE,18.1835705468144, Dekois,SimilaritySearch_Mean,COX2,AUPRC,1.0, Dekois,SimilaritySearch_Max,COX2,AUROC,1.0, Dekois,SimilaritySearch_Max,COX2,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Max,COX2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Max,COX2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,COX2,RIE,18.1835705468144, Dekois,SimilaritySearch_Max,COX2,AUPRC,1.0, Dekois,LightGBM_Ranker,COX2,AUROC,0.998914223669924, Dekois,LightGBM_Ranker,COX2,BEDROC,0.9805019348590323, Dekois,LightGBM_Ranker,COX2,Enrichment factor 1%,77.5, Dekois,LightGBM_Ranker,COX2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,COX2,RIE,17.82902610468405, Dekois,LightGBM_Ranker,COX2,AUPRC,0.9166666666666665, Dekois,LightGBM_Ranker,COX2,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,COX2,F1 score,0.0379746835443038, Dekois,LightGBM_Ranker,COX2,recall,1.0, Dekois,LightGBM_Ranker,COX2,precision,0.01935483870967742, Dekois,LightGBM_Ranker,COX2,MCC,0.09885336094784052, Dekois,RandomForest,CYP2A6,AUROC,0.8863636363636364, Dekois,RandomForest,CYP2A6,BEDROC,0.4330908406015292, Dekois,RandomForest,CYP2A6,Enrichment factor 1%,38.75, Dekois,RandomForest,CYP2A6,Enrichment factor 5%,9.6875, Dekois,RandomForest,CYP2A6,RIE,8.12626977332528, Dekois,RandomForest,CYP2A6,AUPRC,0.1388888888888889, Dekois,RandomForest,CYP2A6,accuracy,0.9935483870967742, Dekois,RandomForest,CYP2A6,F1 score,0.0, Dekois,RandomForest,CYP2A6,recall,0.0, Dekois,RandomForest,CYP2A6,precision,0.0, Dekois,RandomForest,CYP2A6,MCC,0.0, Dekois,LogisticRegression,CYP2A6,AUROC,0.5892857142857143, Dekois,LogisticRegression,CYP2A6,BEDROC,0.42530122562897577, Dekois,LogisticRegression,CYP2A6,Enrichment factor 1%,38.75, Dekois,LogisticRegression,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,CYP2A6,RIE,7.980109877016611, Dekois,LogisticRegression,CYP2A6,AUPRC,0.12896825396825395, Dekois,LogisticRegression,CYP2A6,accuracy,0.9903225806451613, Dekois,LogisticRegression,CYP2A6,F1 score,0.0, Dekois,LogisticRegression,CYP2A6,recall,0.0, Dekois,LogisticRegression,CYP2A6,precision,0.0, Dekois,LogisticRegression,CYP2A6,MCC,-0.004584166676875988, Dekois,SimilaritySearch_Mean,CYP2A6,AUROC,0.7386363636363636, Dekois,SimilaritySearch_Mean,CYP2A6,BEDROC,0.16163657274698576, Dekois,SimilaritySearch_Mean,CYP2A6,Enrichment factor 1%,0.0, Dekois,SimilaritySearch_Mean,CYP2A6,Enrichment factor 5%,0.0, Dekois,SimilaritySearch_Mean,CYP2A6,RIE,3.0328565838464208, Dekois,SimilaritySearch_Mean,CYP2A6,AUPRC,0.03321234119782214, Dekois,SimilaritySearch_Max,CYP2A6,AUROC,0.7849025974025975, Dekois,SimilaritySearch_Max,CYP2A6,BEDROC,0.4839798933289676, Dekois,SimilaritySearch_Max,CYP2A6,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Max,CYP2A6,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,CYP2A6,RIE,9.08112295876464, Dekois,SimilaritySearch_Max,CYP2A6,AUPRC,0.2574626865671642, Dekois,LightGBM_Ranker,CYP2A6,AUROC,0.7191558441558441, Dekois,LightGBM_Ranker,CYP2A6,BEDROC,0.25384494529375623, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 1%,0.0, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,CYP2A6,RIE,4.763001939902351, Dekois,LightGBM_Ranker,CYP2A6,AUPRC,0.04776422764227642, Dekois,LightGBM_Ranker,CYP2A6,accuracy,0.5, Dekois,LightGBM_Ranker,CYP2A6,F1 score,0.012738853503184714, Dekois,LightGBM_Ranker,CYP2A6,recall,0.5, Dekois,LightGBM_Ranker,CYP2A6,precision,0.0064516129032258064, Dekois,LightGBM_Ranker,CYP2A6,MCC,0.0, Dekois,RandomForest,DHFR,AUROC,0.7015503875968991, Dekois,RandomForest,DHFR,BEDROC,0.5112166823619496, Dekois,RandomForest,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,RandomForest,DHFR,RIE,7.755921095309361, Dekois,RandomForest,DHFR,AUPRC,0.448321451547258, Dekois,RandomForest,DHFR,accuracy,0.9774193548387097, Dekois,RandomForest,DHFR,F1 score,0.36363636363636365, Dekois,RandomForest,DHFR,recall,0.2222222222222222, Dekois,RandomForest,DHFR,precision,1.0, Dekois,RandomForest,DHFR,MCC,0.4660168636130212, Dekois,LogisticRegression,DHFR,AUROC,0.8911037283130308, Dekois,LogisticRegression,DHFR,BEDROC,0.5736872737131096, Dekois,LogisticRegression,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,LogisticRegression,DHFR,RIE,8.703693322864686, Dekois,LogisticRegression,DHFR,AUPRC,0.502526538143224, Dekois,LogisticRegression,DHFR,accuracy,0.9774193548387097, Dekois,LogisticRegression,DHFR,F1 score,0.46153846153846156, Dekois,LogisticRegression,DHFR,recall,0.3333333333333333, Dekois,LogisticRegression,DHFR,precision,0.75, Dekois,LogisticRegression,DHFR,MCC,0.49095570092568064, Dekois,SimilaritySearch_Mean,DHFR,AUROC,0.6939830195644149, Dekois,SimilaritySearch_Mean,DHFR,BEDROC,0.5097050972693038, Dekois,SimilaritySearch_Mean,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Mean,DHFR,RIE,7.732988090524066, Dekois,SimilaritySearch_Mean,DHFR,AUPRC,0.44650147956528735, Dekois,SimilaritySearch_Max,DHFR,AUROC,0.7187153931339978, Dekois,SimilaritySearch_Max,DHFR,BEDROC,0.4828527909958491, Dekois,SimilaritySearch_Max,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Max,DHFR,RIE,7.325598475965578, Dekois,SimilaritySearch_Max,DHFR,AUPRC,0.38800836926691074, Dekois,LightGBM_Ranker,DHFR,AUROC,0.8368401624215578, Dekois,LightGBM_Ranker,DHFR,BEDROC,0.5010209966469781, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,DHFR,RIE,7.601237306465204, Dekois,LightGBM_Ranker,DHFR,AUPRC,0.426087741410322, Dekois,LightGBM_Ranker,DHFR,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,DHFR,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,DHFR,recall,0.8888888888888888, Dekois,LightGBM_Ranker,DHFR,precision,0.05161290322580645, Dekois,LightGBM_Ranker,DHFR,MCC,0.13449109746432147, Dekois,RandomForest,EGFR,AUROC,0.9126984126984126, Dekois,RandomForest,EGFR,BEDROC,0.7620302769343386, Dekois,RandomForest,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,EGFR,RIE,11.561138143644808, Dekois,RandomForest,EGFR,AUPRC,0.7017150914176087, Dekois,RandomForest,EGFR,accuracy,0.9741935483870968, Dekois,RandomForest,EGFR,F1 score,0.2, Dekois,RandomForest,EGFR,recall,0.1111111111111111, Dekois,RandomForest,EGFR,precision,1.0, Dekois,RandomForest,EGFR,MCC,0.32899004246370933, Dekois,LogisticRegression,EGFR,AUROC,0.9040236249538576, Dekois,LogisticRegression,EGFR,BEDROC,0.7298637531015316, Dekois,LogisticRegression,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,EGFR,RIE,11.073123907084124, Dekois,LogisticRegression,EGFR,AUPRC,0.6842858065511839, Dekois,LogisticRegression,EGFR,accuracy,0.9806451612903225, Dekois,LogisticRegression,EGFR,F1 score,0.5, Dekois,LogisticRegression,EGFR,recall,0.3333333333333333, Dekois,LogisticRegression,EGFR,precision,1.0, Dekois,LogisticRegression,EGFR,MCC,0.5716805710822062, Dekois,SimilaritySearch_Mean,EGFR,AUROC,0.8198597268364709, Dekois,SimilaritySearch_Mean,EGFR,BEDROC,0.6491112778633333, Dekois,SimilaritySearch_Mean,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,EGFR,Enrichment factor 5%,10.76388888888889, Dekois,SimilaritySearch_Mean,EGFR,RIE,9.84798818030839, Dekois,SimilaritySearch_Mean,EGFR,AUPRC,0.5665689285559864, Dekois,SimilaritySearch_Max,EGFR,AUROC,0.8469915097822075, Dekois,SimilaritySearch_Max,EGFR,BEDROC,0.7037938654380425, Dekois,SimilaritySearch_Max,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Max,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,EGFR,RIE,10.67760475209403, Dekois,SimilaritySearch_Max,EGFR,AUPRC,0.6426482559263602, Dekois,LightGBM_Ranker,EGFR,AUROC,0.932078257659653, Dekois,LightGBM_Ranker,EGFR,BEDROC,0.7017884538638429, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 5%,10.76388888888889, Dekois,LightGBM_Ranker,EGFR,RIE,10.647179661603687, Dekois,LightGBM_Ranker,EGFR,AUPRC,0.6306432748538011, Dekois,LightGBM_Ranker,EGFR,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,EGFR,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,EGFR,recall,1.0, Dekois,LightGBM_Ranker,EGFR,precision,0.05806451612903226, Dekois,LightGBM_Ranker,EGFR,MCC,0.1729171253112705, Dekois,RandomForest,EPHB4,AUROC,0.9464875058934465, Dekois,RandomForest,EPHB4,BEDROC,0.8551415695692954, Dekois,RandomForest,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,EPHB4,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,EPHB4,RIE,13.76213904910911, Dekois,RandomForest,EPHB4,AUPRC,0.7936507936507935, Dekois,RandomForest,EPHB4,accuracy,0.9903225806451613, Dekois,RandomForest,EPHB4,F1 score,0.7272727272727273, Dekois,RandomForest,EPHB4,recall,0.5714285714285714, Dekois,RandomForest,EPHB4,precision,1.0, Dekois,RandomForest,EPHB4,MCC,0.7522142849828185, Dekois,LogisticRegression,EPHB4,AUROC,0.9787835926449788, Dekois,LogisticRegression,EPHB4,BEDROC,0.8273715763488576, Dekois,LogisticRegression,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,EPHB4,RIE,13.315225321317843, Dekois,LogisticRegression,EPHB4,AUPRC,0.7850395218816271, Dekois,LogisticRegression,EPHB4,accuracy,0.9935483870967742, Dekois,LogisticRegression,EPHB4,F1 score,0.8333333333333334, Dekois,LogisticRegression,EPHB4,recall,0.7142857142857143, Dekois,LogisticRegression,EPHB4,precision,1.0, Dekois,LogisticRegression,EPHB4,MCC,0.8423786995979301, Dekois,SimilaritySearch_Mean,EPHB4,AUROC,0.9363507779349364, Dekois,SimilaritySearch_Mean,EPHB4,BEDROC,0.8219591068438831, Dekois,SimilaritySearch_Mean,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Mean,EPHB4,Enrichment factor 5%,16.607142857142858, Dekois,SimilaritySearch_Mean,EPHB4,RIE,13.22812026141295, Dekois,SimilaritySearch_Mean,EPHB4,AUPRC,0.7469222506816491, Dekois,SimilaritySearch_Max,EPHB4,AUROC,0.9592173503064593, Dekois,SimilaritySearch_Max,EPHB4,BEDROC,0.8072394112200741, Dekois,SimilaritySearch_Max,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,EPHB4,RIE,12.991230248838237, Dekois,SimilaritySearch_Max,EPHB4,AUPRC,0.7677602686644278, Dekois,LightGBM_Ranker,EPHB4,AUROC,0.9877416313059878, Dekois,LightGBM_Ranker,EPHB4,BEDROC,0.844846813419489, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 5%,16.607142857142858, Dekois,LightGBM_Ranker,EPHB4,RIE,13.596461376410724, Dekois,LightGBM_Ranker,EPHB4,AUPRC,0.751984126984127, Dekois,LightGBM_Ranker,EPHB4,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,EPHB4,F1 score,0.08641975308641975, Dekois,LightGBM_Ranker,EPHB4,recall,1.0, Dekois,LightGBM_Ranker,EPHB4,precision,0.04516129032258064, Dekois,LightGBM_Ranker,EPHB4,MCC,0.15199444144778157, Dekois,RandomForest,FGFR1,AUROC,0.9568333333333333, Dekois,RandomForest,FGFR1,BEDROC,0.882336355397521, Dekois,RandomForest,FGFR1,Enrichment factor 1%,31.0, Dekois,RandomForest,FGFR1,Enrichment factor 5%,17.4375, Dekois,RandomForest,FGFR1,RIE,13.00394761676744, Dekois,RandomForest,FGFR1,AUPRC,0.8238609112709832, Dekois,RandomForest,FGFR1,accuracy,0.967741935483871, Dekois,RandomForest,FGFR1,F1 score,0.0, Dekois,RandomForest,FGFR1,recall,0.0, Dekois,RandomForest,FGFR1,precision,0.0, Dekois,RandomForest,FGFR1,MCC,0.0, Dekois,LogisticRegression,FGFR1,AUROC,0.989, Dekois,LogisticRegression,FGFR1,BEDROC,0.9169176052099849, Dekois,LogisticRegression,FGFR1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,FGFR1,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,FGFR1,RIE,13.513608990607676, Dekois,LogisticRegression,FGFR1,AUPRC,0.8906015037593985, Dekois,LogisticRegression,FGFR1,accuracy,0.9709677419354839, Dekois,LogisticRegression,FGFR1,F1 score,0.18181818181818182, Dekois,LogisticRegression,FGFR1,recall,0.1, Dekois,LogisticRegression,FGFR1,precision,1.0, Dekois,LogisticRegression,FGFR1,MCC,0.3115884764248779, Dekois,SimilaritySearch_Mean,FGFR1,AUROC,0.9186666666666666, Dekois,SimilaritySearch_Mean,FGFR1,BEDROC,0.5639438779090691, Dekois,SimilaritySearch_Mean,FGFR1,Enrichment factor 1%,15.5, Dekois,SimilaritySearch_Mean,FGFR1,Enrichment factor 5%,7.75, Dekois,SimilaritySearch_Mean,FGFR1,RIE,8.311452453140552, Dekois,SimilaritySearch_Mean,FGFR1,AUPRC,0.45020258993813517, Dekois,SimilaritySearch_Max,FGFR1,AUROC,0.9793333333333334, Dekois,SimilaritySearch_Max,FGFR1,BEDROC,0.8621067352675841, Dekois,SimilaritySearch_Max,FGFR1,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,FGFR1,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Max,FGFR1,RIE,12.705801770576144, Dekois,SimilaritySearch_Max,FGFR1,AUPRC,0.8204411764705882, Dekois,LightGBM_Ranker,FGFR1,AUROC,0.9533333333333334, Dekois,LightGBM_Ranker,FGFR1,BEDROC,0.8569176231190987, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,FGFR1,RIE,12.629324198453956, Dekois,LightGBM_Ranker,FGFR1,AUPRC,0.816968766001024, Dekois,LightGBM_Ranker,FGFR1,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,FGFR1,F1 score,0.12121212121212122, Dekois,LightGBM_Ranker,FGFR1,recall,1.0, Dekois,LightGBM_Ranker,FGFR1,precision,0.06451612903225806, Dekois,LightGBM_Ranker,FGFR1,MCC,0.18257418583505536, Dekois,RandomForest,FXA,AUROC,0.9401709401709403, Dekois,RandomForest,FXA,BEDROC,0.8427126549690768, Dekois,RandomForest,FXA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,FXA,Enrichment factor 5%,14.903846153846153, Dekois,RandomForest,FXA,RIE,11.408834673567313, Dekois,RandomForest,FXA,AUPRC,0.7990539271027075, Dekois,RandomForest,FXA,accuracy,0.9580645161290322, Dekois,RandomForest,FXA,F1 score,0.0, Dekois,RandomForest,FXA,recall,0.0, Dekois,RandomForest,FXA,precision,0.0, Dekois,RandomForest,FXA,MCC,0.0, Dekois,LogisticRegression,FXA,AUROC,0.9678839678839679, Dekois,LogisticRegression,FXA,BEDROC,0.8579604788858406, Dekois,LogisticRegression,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,FXA,Enrichment factor 5%,14.903846153846153, Dekois,LogisticRegression,FXA,RIE,11.615263163976191, Dekois,LogisticRegression,FXA,AUPRC,0.8270301172578212, Dekois,LogisticRegression,FXA,accuracy,0.964516129032258, Dekois,LogisticRegression,FXA,F1 score,0.26666666666666666, Dekois,LogisticRegression,FXA,recall,0.15384615384615385, Dekois,LogisticRegression,FXA,precision,1.0, Dekois,LogisticRegression,FXA,MCC,0.38516444325982163, Dekois,SimilaritySearch_Mean,FXA,AUROC,0.904946904946905, Dekois,SimilaritySearch_Mean,FXA,BEDROC,0.735015229013981, Dekois,SimilaritySearch_Mean,FXA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Mean,FXA,Enrichment factor 5%,11.923076923076923, Dekois,SimilaritySearch_Mean,FXA,RIE,9.950802551594139, Dekois,SimilaritySearch_Mean,FXA,AUPRC,0.6771397027167627, Dekois,SimilaritySearch_Max,FXA,AUROC,0.9335664335664335, Dekois,SimilaritySearch_Max,FXA,BEDROC,0.8807460626813354, Dekois,SimilaritySearch_Max,FXA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Max,FXA,Enrichment factor 5%,16.39423076923077, Dekois,SimilaritySearch_Max,FXA,RIE,11.923739553241008, Dekois,SimilaritySearch_Max,FXA,AUPRC,0.8231753263482506, Dekois,LightGBM_Ranker,FXA,AUROC,0.9502719502719503, Dekois,LightGBM_Ranker,FXA,BEDROC,0.791742463022043, Dekois,LightGBM_Ranker,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,FXA,Enrichment factor 5%,11.923076923076923, Dekois,LightGBM_Ranker,FXA,RIE,10.718788681633395, Dekois,LightGBM_Ranker,FXA,AUPRC,0.7332063772130365, Dekois,LightGBM_Ranker,FXA,accuracy,0.5419354838709678, Dekois,LightGBM_Ranker,FXA,F1 score,0.15476190476190477, Dekois,LightGBM_Ranker,FXA,recall,1.0, Dekois,LightGBM_Ranker,FXA,precision,0.08387096774193549, Dekois,LightGBM_Ranker,FXA,MCC,0.2092153048202826, Dekois,RandomForest,GBA,AUROC,0.9889203206034889, Dekois,RandomForest,GBA,BEDROC,0.8934690124468341, Dekois,RandomForest,GBA,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,GBA,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,GBA,RIE,14.378958082413774, Dekois,RandomForest,GBA,AUPRC,0.8452380952380951, Dekois,RandomForest,GBA,accuracy,0.9838709677419355, Dekois,RandomForest,GBA,F1 score,0.4444444444444444, Dekois,RandomForest,GBA,recall,0.2857142857142857, Dekois,RandomForest,GBA,precision,1.0, Dekois,RandomForest,GBA,MCC,0.5301660747259792, Dekois,LogisticRegression,GBA,AUROC,0.9528524280999529, Dekois,LogisticRegression,GBA,BEDROC,0.8203472257619154, Dekois,LogisticRegression,GBA,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,GBA,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,GBA,RIE,13.202179607507128, Dekois,LogisticRegression,GBA,AUPRC,0.7751225490196078, Dekois,LogisticRegression,GBA,accuracy,0.9870967741935484, Dekois,LogisticRegression,GBA,F1 score,0.6, Dekois,LogisticRegression,GBA,recall,0.42857142857142855, Dekois,LogisticRegression,GBA,precision,1.0, Dekois,LogisticRegression,GBA,MCC,0.6503748426997711, Dekois,SimilaritySearch_Mean,GBA,AUROC,0.7765205091937765, Dekois,SimilaritySearch_Mean,GBA,BEDROC,0.46427879708999314, Dekois,SimilaritySearch_Mean,GBA,Enrichment factor 1%,22.142857142857142, Dekois,SimilaritySearch_Mean,GBA,Enrichment factor 5%,8.303571428571429, Dekois,SimilaritySearch_Mean,GBA,RIE,7.471826433008292, Dekois,SimilaritySearch_Mean,GBA,AUPRC,0.3879665953265708, Dekois,SimilaritySearch_Max,GBA,AUROC,0.9144271570014144, Dekois,SimilaritySearch_Max,GBA,BEDROC,0.767585569348083, Dekois,SimilaritySearch_Max,GBA,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,GBA,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,GBA,RIE,12.35306494027726, Dekois,SimilaritySearch_Max,GBA,AUPRC,0.7392795531093403, Dekois,LightGBM_Ranker,GBA,AUROC,0.9113625648279113, Dekois,LightGBM_Ranker,GBA,BEDROC,0.7221086546972839, Dekois,LightGBM_Ranker,GBA,Enrichment factor 1%,33.214285714285715, Dekois,LightGBM_Ranker,GBA,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,GBA,RIE,11.621186567326278, Dekois,LightGBM_Ranker,GBA,AUPRC,0.6292776392114141, Dekois,LightGBM_Ranker,GBA,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,GBA,F1 score,0.08641975308641975, Dekois,LightGBM_Ranker,GBA,recall,1.0, Dekois,LightGBM_Ranker,GBA,precision,0.04516129032258064, Dekois,LightGBM_Ranker,GBA,MCC,0.15199444144778157, Dekois,RandomForest,GR,AUROC,1.0, Dekois,RandomForest,GR,BEDROC,1.0000000000000007, Dekois,RandomForest,GR,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,GR,Enrichment factor 5%,19.375, Dekois,RandomForest,GR,RIE,16.58368875415567, Dekois,RandomForest,GR,AUPRC,1.0, Dekois,RandomForest,GR,accuracy,0.9903225806451613, Dekois,RandomForest,GR,F1 score,0.6666666666666666, Dekois,RandomForest,GR,recall,0.5, Dekois,RandomForest,GR,precision,1.0, Dekois,RandomForest,GR,MCC,0.7036433802109262, Dekois,LogisticRegression,GR,AUROC,1.0, Dekois,LogisticRegression,GR,BEDROC,1.0000000000000007, Dekois,LogisticRegression,GR,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,GR,Enrichment factor 5%,19.375, Dekois,LogisticRegression,GR,RIE,16.58368875415567, Dekois,LogisticRegression,GR,AUPRC,1.0, Dekois,LogisticRegression,GR,accuracy,0.9870967741935484, Dekois,LogisticRegression,GR,F1 score,0.5, Dekois,LogisticRegression,GR,recall,0.3333333333333333, Dekois,LogisticRegression,GR,precision,1.0, Dekois,LogisticRegression,GR,MCC,0.5735889896121865, Dekois,SimilaritySearch_Mean,GR,AUROC,0.9764254385964912, Dekois,SimilaritySearch_Mean,GR,BEDROC,0.7545880697864815, Dekois,SimilaritySearch_Mean,GR,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,GR,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,GR,RIE,12.513853699291914, Dekois,SimilaritySearch_Mean,GR,AUPRC,0.647944339025933, Dekois,SimilaritySearch_Max,GR,AUROC,1.0, Dekois,SimilaritySearch_Max,GR,BEDROC,1.0000000000000007, Dekois,SimilaritySearch_Max,GR,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Max,GR,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,GR,RIE,16.58368875415567, Dekois,SimilaritySearch_Max,GR,AUPRC,1.0, Dekois,LightGBM_Ranker,GR,AUROC,0.9490131578947368, Dekois,LightGBM_Ranker,GR,BEDROC,0.655379258144188, Dekois,LightGBM_Ranker,GR,Enrichment factor 1%,38.75, Dekois,LightGBM_Ranker,GR,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,GR,RIE,10.868605650340548, Dekois,LightGBM_Ranker,GR,AUPRC,0.584713319088319, Dekois,LightGBM_Ranker,GR,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,GR,F1 score,0.07453416149068323, Dekois,LightGBM_Ranker,GR,recall,1.0, Dekois,LightGBM_Ranker,GR,precision,0.03870967741935484, Dekois,LightGBM_Ranker,GR,MCC,0.1404878717372541, Dekois,RandomForest,GSK3B,AUROC,0.8711948249619482, Dekois,RandomForest,GSK3B,BEDROC,0.5951824810658738, Dekois,RandomForest,GSK3B,Enrichment factor 1%,12.916666666666666, Dekois,RandomForest,GSK3B,Enrichment factor 5%,7.534722222222222, Dekois,RandomForest,GSK3B,RIE,7.04116081769619, Dekois,RandomForest,GSK3B,AUPRC,0.47916612840594663, Dekois,RandomForest,GSK3B,accuracy,0.9419354838709677, Dekois,RandomForest,GSK3B,F1 score,0.0, Dekois,RandomForest,GSK3B,recall,0.0, Dekois,RandomForest,GSK3B,precision,0.0, Dekois,RandomForest,GSK3B,MCC,0.0, Dekois,LogisticRegression,GSK3B,AUROC,0.8588280060882801, Dekois,LogisticRegression,GSK3B,BEDROC,0.6226980845110739, Dekois,LogisticRegression,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,LogisticRegression,GSK3B,RIE,7.36667743297632, Dekois,LogisticRegression,GSK3B,AUPRC,0.5316504701366628, Dekois,LogisticRegression,GSK3B,accuracy,0.9451612903225807, Dekois,LogisticRegression,GSK3B,F1 score,0.10526315789473684, Dekois,LogisticRegression,GSK3B,recall,0.05555555555555555, Dekois,LogisticRegression,GSK3B,precision,1.0, Dekois,LogisticRegression,GSK3B,MCC,0.22912682305393745, Dekois,SimilaritySearch_Mean,GSK3B,AUROC,0.8249619482496194, Dekois,SimilaritySearch_Mean,GSK3B,BEDROC,0.3532867224102215, Dekois,SimilaritySearch_Mean,GSK3B,Enrichment factor 1%,4.305555555555555, Dekois,SimilaritySearch_Mean,GSK3B,Enrichment factor 5%,4.305555555555555, Dekois,SimilaritySearch_Mean,GSK3B,RIE,4.179472221077651, Dekois,SimilaritySearch_Mean,GSK3B,AUPRC,0.25898149169228285, Dekois,SimilaritySearch_Max,GSK3B,AUROC,0.8337138508371384, Dekois,SimilaritySearch_Max,GSK3B,BEDROC,0.5450312878744876, Dekois,SimilaritySearch_Max,GSK3B,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Max,GSK3B,Enrichment factor 5%,7.534722222222222, Dekois,SimilaritySearch_Max,GSK3B,RIE,6.447859395380204, Dekois,SimilaritySearch_Max,GSK3B,AUPRC,0.4214152555351815, Dekois,LightGBM_Ranker,GSK3B,AUROC,0.8609208523592085, Dekois,LightGBM_Ranker,GSK3B,BEDROC,0.593031933431288, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 5%,7.534722222222222, Dekois,LightGBM_Ranker,GSK3B,RIE,7.0157192900043395, Dekois,LightGBM_Ranker,GSK3B,AUPRC,0.4991217000045467, Dekois,LightGBM_Ranker,GSK3B,accuracy,0.5451612903225806, Dekois,LightGBM_Ranker,GSK3B,F1 score,0.18497109826589594, Dekois,LightGBM_Ranker,GSK3B,recall,0.8888888888888888, Dekois,LightGBM_Ranker,GSK3B,precision,0.1032258064516129, Dekois,LightGBM_Ranker,GSK3B,MCC,0.19310804067388584, Dekois,RandomForest,HDAC2,AUROC,0.9042904290429042, Dekois,RandomForest,HDAC2,BEDROC,0.8349886001091137, Dekois,RandomForest,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HDAC2,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,HDAC2,RIE,13.437809164113503, Dekois,RandomForest,HDAC2,AUPRC,0.7563955159528599, Dekois,RandomForest,HDAC2,accuracy,0.9838709677419355, Dekois,RandomForest,HDAC2,F1 score,0.4444444444444444, Dekois,RandomForest,HDAC2,recall,0.2857142857142857, Dekois,RandomForest,HDAC2,precision,1.0, Dekois,RandomForest,HDAC2,MCC,0.5301660747259792, Dekois,LogisticRegression,HDAC2,AUROC,0.8694012258368694, Dekois,LogisticRegression,HDAC2,BEDROC,0.7631037167621241, Dekois,LogisticRegression,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,HDAC2,RIE,12.280936674681298, Dekois,LogisticRegression,HDAC2,AUPRC,0.7026164796627312, Dekois,LogisticRegression,HDAC2,accuracy,0.9838709677419355, Dekois,LogisticRegression,HDAC2,F1 score,0.4444444444444444, Dekois,LogisticRegression,HDAC2,recall,0.2857142857142857, Dekois,LogisticRegression,HDAC2,precision,1.0, Dekois,LogisticRegression,HDAC2,MCC,0.5301660747259792, Dekois,SimilaritySearch_Mean,HDAC2,AUROC,0.841112682696841, Dekois,SimilaritySearch_Mean,HDAC2,BEDROC,0.7475641702389514, Dekois,SimilaritySearch_Mean,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Mean,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Mean,HDAC2,RIE,12.030852470132563, Dekois,SimilaritySearch_Mean,HDAC2,AUPRC,0.6844011375041819, Dekois,SimilaritySearch_Max,HDAC2,AUROC,0.8422913719943422, Dekois,SimilaritySearch_Max,HDAC2,BEDROC,0.7665014410636638, Dekois,SimilaritySearch_Max,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,HDAC2,RIE,12.335617625503083, Dekois,SimilaritySearch_Max,HDAC2,AUPRC,0.7351229072613279, Dekois,LightGBM_Ranker,HDAC2,AUROC,0.8081093823668081, Dekois,LightGBM_Ranker,HDAC2,BEDROC,0.6292426422468388, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,HDAC2,RIE,10.126656284949632, Dekois,LightGBM_Ranker,HDAC2,AUPRC,0.5963666715934466, Dekois,LightGBM_Ranker,HDAC2,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,HDAC2,F1 score,0.07407407407407407, Dekois,LightGBM_Ranker,HDAC2,recall,0.8571428571428571, Dekois,LightGBM_Ranker,HDAC2,precision,0.03870967741935484, Dekois,LightGBM_Ranker,HDAC2,MCC,0.10856745817698685, Dekois,RandomForest,HIV1PR,AUROC,0.9446640316205533, Dekois,RandomForest,HIV1PR,BEDROC,0.8455755185779251, Dekois,RandomForest,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,RandomForest,HIV1PR,RIE,12.110265460058491, Dekois,RandomForest,HIV1PR,AUPRC,0.7910480697240305, Dekois,RandomForest,HIV1PR,accuracy,0.9774193548387097, Dekois,RandomForest,HIV1PR,F1 score,0.5333333333333333, Dekois,RandomForest,HIV1PR,recall,0.36363636363636365, Dekois,RandomForest,HIV1PR,precision,1.0, Dekois,RandomForest,HIV1PR,MCC,0.5960854676383659, Dekois,LogisticRegression,HIV1PR,AUROC,0.9890544238370325, Dekois,LogisticRegression,HIV1PR,BEDROC,0.9338169709314807, Dekois,LogisticRegression,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,HIV1PR,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,HIV1PR,RIE,13.374052530293577, Dekois,LogisticRegression,HIV1PR,AUPRC,0.913957759412305, Dekois,LogisticRegression,HIV1PR,accuracy,0.9838709677419355, Dekois,LogisticRegression,HIV1PR,F1 score,0.7058823529411765, Dekois,LogisticRegression,HIV1PR,recall,0.5454545454545454, Dekois,LogisticRegression,HIV1PR,precision,1.0, Dekois,LogisticRegression,HIV1PR,MCC,0.7324501714031588, Dekois,SimilaritySearch_Mean,HIV1PR,AUROC,0.9133475220431742, Dekois,SimilaritySearch_Mean,HIV1PR,BEDROC,0.83652027840339, Dekois,SimilaritySearch_Mean,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,SimilaritySearch_Mean,HIV1PR,RIE,11.98057702967547, Dekois,SimilaritySearch_Mean,HIV1PR,AUPRC,0.7780073157309448, Dekois,SimilaritySearch_Max,HIV1PR,AUROC,0.972940103374886, Dekois,SimilaritySearch_Max,HIV1PR,BEDROC,0.8617821188339034, Dekois,SimilaritySearch_Max,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Max,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,SimilaritySearch_Max,HIV1PR,RIE,12.342375101385679, Dekois,SimilaritySearch_Max,HIV1PR,AUPRC,0.8167092677437506, Dekois,LightGBM_Ranker,HIV1PR,AUROC,0.939799331103679, Dekois,LightGBM_Ranker,HIV1PR,BEDROC,0.7437662449981871, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 5%,12.329545454545455, Dekois,LightGBM_Ranker,HIV1PR,RIE,10.652161132122245, Dekois,LightGBM_Ranker,HIV1PR,AUPRC,0.6679068689060852, Dekois,LightGBM_Ranker,HIV1PR,accuracy,0.535483870967742, Dekois,LightGBM_Ranker,HIV1PR,F1 score,0.13253012048192772, Dekois,LightGBM_Ranker,HIV1PR,recall,1.0, Dekois,LightGBM_Ranker,HIV1PR,precision,0.07096774193548387, Dekois,LightGBM_Ranker,HIV1PR,MCC,0.19180536399919287, Dekois,RandomForest,HIV1RT,AUROC,0.9586129753914988, Dekois,RandomForest,HIV1RT,BEDROC,0.8499076156079215, Dekois,RandomForest,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,HIV1RT,Enrichment factor 5%,14.53125, Dekois,RandomForest,HIV1RT,RIE,11.832598393753818, Dekois,RandomForest,HIV1RT,AUPRC,0.8042366946778713, Dekois,RandomForest,HIV1RT,accuracy,0.9612903225806452, Dekois,RandomForest,HIV1RT,F1 score,0.0, Dekois,RandomForest,HIV1RT,recall,0.0, Dekois,RandomForest,HIV1RT,precision,0.0, Dekois,RandomForest,HIV1RT,MCC,0.0, Dekois,LogisticRegression,HIV1RT,AUROC,0.9074384787472035, Dekois,LogisticRegression,HIV1RT,BEDROC,0.7952807747455624, Dekois,LogisticRegression,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,HIV1RT,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,HIV1RT,RIE,11.072071656289936, Dekois,LogisticRegression,HIV1RT,AUPRC,0.7222406225638985, Dekois,LogisticRegression,HIV1RT,accuracy,0.9741935483870968, Dekois,LogisticRegression,HIV1RT,F1 score,0.5, Dekois,LogisticRegression,HIV1RT,recall,0.3333333333333333, Dekois,LogisticRegression,HIV1RT,precision,1.0, Dekois,LogisticRegression,HIV1RT,MCC,0.5697532241097388, Dekois,SimilaritySearch_Mean,HIV1RT,AUROC,0.8702460850111857, Dekois,SimilaritySearch_Mean,HIV1RT,BEDROC,0.46875828878381526, Dekois,SimilaritySearch_Mean,HIV1RT,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,HIV1RT,Enrichment factor 5%,6.458333333333333, Dekois,SimilaritySearch_Mean,HIV1RT,RIE,6.526154721741443, Dekois,SimilaritySearch_Mean,HIV1RT,AUPRC,0.393235739003144, Dekois,SimilaritySearch_Max,HIV1RT,AUROC,0.9449105145413871, Dekois,SimilaritySearch_Max,HIV1RT,BEDROC,0.8787243203425277, Dekois,SimilaritySearch_Max,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,HIV1RT,Enrichment factor 5%,16.145833333333332, Dekois,SimilaritySearch_Max,HIV1RT,RIE,12.23379081290708, Dekois,SimilaritySearch_Max,HIV1RT,AUPRC,0.8439446096072604, Dekois,LightGBM_Ranker,HIV1RT,AUROC,0.9328859060402684, Dekois,LightGBM_Ranker,HIV1RT,BEDROC,0.6875356249581849, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,HIV1RT,RIE,9.572020290482055, Dekois,LightGBM_Ranker,HIV1RT,AUPRC,0.5823521517927961, Dekois,LightGBM_Ranker,HIV1RT,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,HIV1RT,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,HIV1RT,recall,1.0, Dekois,LightGBM_Ranker,HIV1RT,precision,0.07741935483870968, Dekois,LightGBM_Ranker,HIV1RT,MCC,0.20067001862719533, Dekois,RandomForest,HSP90,AUROC,0.97006129184347, Dekois,RandomForest,HSP90,BEDROC,0.8213195987062236, Dekois,RandomForest,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HSP90,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,HSP90,RIE,13.217828398412282, Dekois,RandomForest,HSP90,AUPRC,0.7380678077682685, Dekois,RandomForest,HSP90,accuracy,0.9806451612903225, Dekois,RandomForest,HSP90,F1 score,0.25, Dekois,RandomForest,HSP90,recall,0.14285714285714285, Dekois,RandomForest,HSP90,precision,1.0, Dekois,RandomForest,HSP90,MCC,0.3742769265572227, Dekois,LogisticRegression,HSP90,AUROC,0.9820839226779822, Dekois,LogisticRegression,HSP90,BEDROC,0.8186614552854764, Dekois,LogisticRegression,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,HSP90,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,HSP90,RIE,13.175049821703965, Dekois,LogisticRegression,HSP90,AUPRC,0.7366231438812083, Dekois,LogisticRegression,HSP90,accuracy,0.9870967741935484, Dekois,LogisticRegression,HSP90,F1 score,0.6, Dekois,LogisticRegression,HSP90,recall,0.42857142857142855, Dekois,LogisticRegression,HSP90,precision,1.0, Dekois,LogisticRegression,HSP90,MCC,0.6503748426997711, Dekois,SimilaritySearch_Mean,HSP90,AUROC,0.7406883545497407, Dekois,SimilaritySearch_Mean,HSP90,BEDROC,0.4897777151267041, Dekois,SimilaritySearch_Mean,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,SimilaritySearch_Mean,HSP90,Enrichment factor 5%,8.303571428571429, Dekois,SimilaritySearch_Mean,HSP90,RIE,7.88219082971414, Dekois,SimilaritySearch_Mean,HSP90,AUPRC,0.45609537857788346, Dekois,SimilaritySearch_Max,HSP90,AUROC,0.899104196133899, Dekois,SimilaritySearch_Max,HSP90,BEDROC,0.7327230796810931, Dekois,SimilaritySearch_Max,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,SimilaritySearch_Max,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,HSP90,RIE,11.792008799806467, Dekois,SimilaritySearch_Max,HSP90,AUPRC,0.64317697228145, Dekois,LightGBM_Ranker,HSP90,AUROC,0.9613389910419614, Dekois,LightGBM_Ranker,HSP90,BEDROC,0.6989893021598911, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,HSP90,RIE,11.249117480215288, Dekois,LightGBM_Ranker,HSP90,AUPRC,0.6507936507936507, Dekois,LightGBM_Ranker,HSP90,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,HSP90,F1 score,0.08641975308641975, Dekois,LightGBM_Ranker,HSP90,recall,1.0, Dekois,LightGBM_Ranker,HSP90,precision,0.04516129032258064, Dekois,LightGBM_Ranker,HSP90,MCC,0.15199444144778157, Dekois,RandomForest,IGF1R,AUROC,0.9233809668592278, Dekois,RandomForest,IGF1R,BEDROC,0.8147030773530393, Dekois,RandomForest,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,RandomForest,IGF1R,RIE,11.668112809507388, Dekois,RandomForest,IGF1R,AUPRC,0.7553696994855152, Dekois,RandomForest,IGF1R,accuracy,0.9741935483870968, Dekois,RandomForest,IGF1R,F1 score,0.42857142857142855, Dekois,RandomForest,IGF1R,recall,0.2727272727272727, Dekois,RandomForest,IGF1R,precision,1.0, Dekois,RandomForest,IGF1R,MCC,0.5153837144421909, Dekois,LogisticRegression,IGF1R,AUROC,0.9394952873213743, Dekois,LogisticRegression,IGF1R,BEDROC,0.8729998164645767, Dekois,LogisticRegression,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,IGF1R,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,IGF1R,RIE,12.503034075658334, Dekois,LogisticRegression,IGF1R,AUPRC,0.8291708291708293, Dekois,LogisticRegression,IGF1R,accuracy,0.964516129032258, Dekois,LogisticRegression,IGF1R,F1 score,0.0, Dekois,LogisticRegression,IGF1R,recall,0.0, Dekois,LogisticRegression,IGF1R,precision,0.0, Dekois,LogisticRegression,IGF1R,MCC,0.0, Dekois,SimilaritySearch_Mean,IGF1R,AUROC,0.9382791121921557, Dekois,SimilaritySearch_Mean,IGF1R,BEDROC,0.8005927771410752, Dekois,SimilaritySearch_Mean,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,IGF1R,Enrichment factor 5%,12.329545454545455, Dekois,SimilaritySearch_Mean,IGF1R,RIE,11.466026210869295, Dekois,SimilaritySearch_Mean,IGF1R,AUPRC,0.716644385026738, Dekois,SimilaritySearch_Max,IGF1R,AUROC,0.9671632715110975, Dekois,SimilaritySearch_Max,IGF1R,BEDROC,0.8018472320899559, Dekois,SimilaritySearch_Max,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Max,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,SimilaritySearch_Max,IGF1R,RIE,11.483992414986558, Dekois,SimilaritySearch_Max,IGF1R,AUPRC,0.7535072189327509, Dekois,LightGBM_Ranker,IGF1R,AUROC,0.8814229249011858, Dekois,LightGBM_Ranker,IGF1R,BEDROC,0.8028245993107033, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,IGF1R,RIE,11.497990190674827, Dekois,LightGBM_Ranker,IGF1R,AUPRC,0.74719431220753, Dekois,LightGBM_Ranker,IGF1R,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,IGF1R,F1 score,0.12048192771084337, Dekois,LightGBM_Ranker,IGF1R,recall,0.9090909090909091, Dekois,LightGBM_Ranker,IGF1R,precision,0.06451612903225806, Dekois,LightGBM_Ranker,IGF1R,MCC,0.1569316614538851, Dekois,RandomForest,ITK,AUROC,0.7750413907284769, Dekois,RandomForest,ITK,BEDROC,0.5677441634740882, Dekois,RandomForest,ITK,Enrichment factor 1%,38.75, Dekois,RandomForest,ITK,Enrichment factor 5%,9.6875, Dekois,RandomForest,ITK,RIE,8.86985453673371, Dekois,RandomForest,ITK,AUPRC,0.523874414622213, Dekois,RandomForest,ITK,accuracy,0.9806451612903225, Dekois,RandomForest,ITK,F1 score,0.4, Dekois,RandomForest,ITK,recall,0.25, Dekois,RandomForest,ITK,precision,1.0, Dekois,RandomForest,ITK,MCC,0.4951059180921493, Dekois,LogisticRegression,ITK,AUROC,0.8352649006622517, Dekois,LogisticRegression,ITK,BEDROC,0.5671917939892112, Dekois,LogisticRegression,ITK,Enrichment factor 1%,38.75, Dekois,LogisticRegression,ITK,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,ITK,RIE,8.861224880513896, Dekois,LogisticRegression,ITK,AUPRC,0.5335204689984101, Dekois,LogisticRegression,ITK,accuracy,0.9870967741935484, Dekois,LogisticRegression,ITK,F1 score,0.6666666666666666, Dekois,LogisticRegression,ITK,recall,0.5, Dekois,LogisticRegression,ITK,precision,1.0, Dekois,LogisticRegression,ITK,MCC,0.7024699653989356, Dekois,SimilaritySearch_Mean,ITK,AUROC,0.8870033112582782, Dekois,SimilaritySearch_Mean,ITK,BEDROC,0.6157597554309082, Dekois,SimilaritySearch_Mean,ITK,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,ITK,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,ITK,RIE,9.620001065683354, Dekois,SimilaritySearch_Mean,ITK,AUPRC,0.5638734879032258, Dekois,SimilaritySearch_Max,ITK,AUROC,0.8812086092715231, Dekois,SimilaritySearch_Max,ITK,BEDROC,0.6554034125851752, Dekois,SimilaritySearch_Max,ITK,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Max,ITK,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,ITK,RIE,10.239353042763772, Dekois,SimilaritySearch_Max,ITK,AUPRC,0.5823941957165641, Dekois,LightGBM_Ranker,ITK,AUROC,0.7297185430463576, Dekois,LightGBM_Ranker,ITK,BEDROC,0.5422264338425403, Dekois,LightGBM_Ranker,ITK,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,ITK,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,ITK,RIE,8.471191612261274, Dekois,LightGBM_Ranker,ITK,AUPRC,0.4670810059647327, Dekois,LightGBM_Ranker,ITK,accuracy,0.5064516129032258, Dekois,LightGBM_Ranker,ITK,F1 score,0.06134969325153374, Dekois,LightGBM_Ranker,ITK,recall,0.625, Dekois,LightGBM_Ranker,ITK,precision,0.03225806451612903, Dekois,LightGBM_Ranker,ITK,MCC,0.04068942293855797, Dekois,RandomForest,JAK3,AUROC,0.8763333333333334, Dekois,RandomForest,JAK3,BEDROC,0.7591739705456879, Dekois,RandomForest,JAK3,Enrichment factor 1%,31.0, Dekois,RandomForest,JAK3,Enrichment factor 5%,13.5625, Dekois,RandomForest,JAK3,RIE,11.188770010132743, Dekois,RandomForest,JAK3,AUPRC,0.6793541591151152, Dekois,RandomForest,JAK3,accuracy,0.9741935483870968, Dekois,RandomForest,JAK3,F1 score,0.3333333333333333, Dekois,RandomForest,JAK3,recall,0.2, Dekois,RandomForest,JAK3,precision,1.0, Dekois,RandomForest,JAK3,MCC,0.44136741475237473, Dekois,LogisticRegression,JAK3,AUROC,0.942, Dekois,LogisticRegression,JAK3,BEDROC,0.7657725353074337, Dekois,LogisticRegression,JAK3,Enrichment factor 1%,31.0, Dekois,LogisticRegression,JAK3,Enrichment factor 5%,13.5625, Dekois,LogisticRegression,JAK3,RIE,11.286020213641379, Dekois,LogisticRegression,JAK3,AUPRC,0.7218678416471285, Dekois,LogisticRegression,JAK3,accuracy,0.9774193548387097, Dekois,LogisticRegression,JAK3,F1 score,0.46153846153846156, Dekois,LogisticRegression,JAK3,recall,0.3, Dekois,LogisticRegression,JAK3,precision,1.0, Dekois,LogisticRegression,JAK3,MCC,0.5414421567633252, Dekois,SimilaritySearch_Mean,JAK3,AUROC,0.9156666666666666, Dekois,SimilaritySearch_Mean,JAK3,BEDROC,0.6845611600265915, Dekois,SimilaritySearch_Mean,JAK3,Enrichment factor 1%,23.25, Dekois,SimilaritySearch_Mean,JAK3,Enrichment factor 5%,11.625, Dekois,SimilaritySearch_Mean,JAK3,RIE,10.089120121205426, Dekois,SimilaritySearch_Mean,JAK3,AUPRC,0.5733076181292189, Dekois,SimilaritySearch_Max,JAK3,AUROC,0.8986666666666667, Dekois,SimilaritySearch_Max,JAK3,BEDROC,0.7437091014926681, Dekois,SimilaritySearch_Max,JAK3,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,JAK3,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Max,JAK3,RIE,10.96084746683066, Dekois,SimilaritySearch_Max,JAK3,AUPRC,0.6558043758043759, Dekois,LightGBM_Ranker,JAK3,AUROC,0.8893333333333333, Dekois,LightGBM_Ranker,JAK3,BEDROC,0.6476428416553754, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 5%,11.625, Dekois,LightGBM_Ranker,JAK3,RIE,9.545014834005439, Dekois,LightGBM_Ranker,JAK3,AUPRC,0.5444112080315997, Dekois,LightGBM_Ranker,JAK3,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,JAK3,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,JAK3,recall,0.9, Dekois,LightGBM_Ranker,JAK3,precision,0.05806451612903226, Dekois,LightGBM_Ranker,JAK3,MCC,0.1460593486680443, Dekois,RandomForest,JNK1,AUROC,0.9010617760617761, Dekois,RandomForest,JNK1,BEDROC,0.7303988790634284, Dekois,RandomForest,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,RandomForest,JNK1,Enrichment factor 5%,12.455357142857142, Dekois,RandomForest,JNK1,RIE,9.61879608969532, Dekois,RandomForest,JNK1,AUPRC,0.5957513017450905, Dekois,RandomForest,JNK1,accuracy,0.9580645161290322, Dekois,RandomForest,JNK1,F1 score,0.13333333333333333, Dekois,RandomForest,JNK1,recall,0.07142857142857142, Dekois,RandomForest,JNK1,precision,1.0, Dekois,RandomForest,JNK1,MCC,0.2615788330488804, Dekois,LogisticRegression,JNK1,AUROC,0.9396718146718146, Dekois,LogisticRegression,JNK1,BEDROC,0.722967775478252, Dekois,LogisticRegression,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,JNK1,Enrichment factor 5%,11.071428571428571, Dekois,LogisticRegression,JNK1,RIE,9.520934124598735, Dekois,LogisticRegression,JNK1,AUPRC,0.6425503952285128, Dekois,LogisticRegression,JNK1,accuracy,0.964516129032258, Dekois,LogisticRegression,JNK1,F1 score,0.35294117647058826, Dekois,LogisticRegression,JNK1,recall,0.21428571428571427, Dekois,LogisticRegression,JNK1,precision,1.0, Dekois,LogisticRegression,JNK1,MCC,0.4545412242283795, Dekois,SimilaritySearch_Mean,JNK1,AUROC,0.8168436293436294, Dekois,SimilaritySearch_Mean,JNK1,BEDROC,0.4578737337219449, Dekois,SimilaritySearch_Mean,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Mean,JNK1,Enrichment factor 5%,5.535714285714286, Dekois,SimilaritySearch_Mean,JNK1,RIE,6.029847832460551, Dekois,SimilaritySearch_Mean,JNK1,AUPRC,0.3528676001393257, Dekois,SimilaritySearch_Max,JNK1,AUROC,0.8681225868725868, Dekois,SimilaritySearch_Max,JNK1,BEDROC,0.6759983128191189, Dekois,SimilaritySearch_Max,JNK1,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Max,JNK1,Enrichment factor 5%,11.071428571428571, Dekois,SimilaritySearch_Max,JNK1,RIE,8.902382133946556, Dekois,SimilaritySearch_Max,JNK1,AUPRC,0.5122379218674318, Dekois,LightGBM_Ranker,JNK1,AUROC,0.8682432432432432, Dekois,LightGBM_Ranker,JNK1,BEDROC,0.5951165920029876, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,JNK1,RIE,7.8372315747147745, Dekois,LightGBM_Ranker,JNK1,AUPRC,0.49913546288938304, Dekois,LightGBM_Ranker,JNK1,accuracy,0.5451612903225806, Dekois,LightGBM_Ranker,JNK1,F1 score,0.16568047337278108, Dekois,LightGBM_Ranker,JNK1,recall,1.0, Dekois,LightGBM_Ranker,JNK1,precision,0.09032258064516129, Dekois,LightGBM_Ranker,JNK1,MCC,0.21747941810042, Dekois,RandomForest,JNK2,AUROC,0.9400147655961609, Dekois,RandomForest,JNK2,BEDROC,0.7165541487799485, Dekois,RandomForest,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,JNK2,Enrichment factor 5%,15.069444444444445, Dekois,RandomForest,JNK2,RIE,10.871197319502484, Dekois,RandomForest,JNK2,AUPRC,0.5430555555555555, Dekois,RandomForest,JNK2,accuracy,0.9741935483870968, Dekois,RandomForest,JNK2,F1 score,0.2, Dekois,RandomForest,JNK2,recall,0.1111111111111111, Dekois,RandomForest,JNK2,precision,1.0, Dekois,RandomForest,JNK2,MCC,0.32899004246370933, Dekois,LogisticRegression,JNK2,AUROC,0.9066076042820228, Dekois,LogisticRegression,JNK2,BEDROC,0.7209742574383989, Dekois,LogisticRegression,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,JNK2,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,JNK2,RIE,10.938256973311546, Dekois,LogisticRegression,JNK2,AUPRC,0.5871847925351839, Dekois,LogisticRegression,JNK2,accuracy,0.9709677419354839, Dekois,LogisticRegression,JNK2,F1 score,0.0, Dekois,LogisticRegression,JNK2,recall,0.0, Dekois,LogisticRegression,JNK2,precision,0.0, Dekois,LogisticRegression,JNK2,MCC,0.0, Dekois,SimilaritySearch_Mean,JNK2,AUROC,0.8863049095607234, Dekois,SimilaritySearch_Mean,JNK2,BEDROC,0.5943454445579749, Dekois,SimilaritySearch_Mean,JNK2,Enrichment factor 1%,17.22222222222222, Dekois,SimilaritySearch_Mean,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,SimilaritySearch_Mean,JNK2,RIE,9.017108646385436, Dekois,SimilaritySearch_Mean,JNK2,AUPRC,0.4562581316679677, Dekois,SimilaritySearch_Max,JNK2,AUROC,0.8265042451088963, Dekois,SimilaritySearch_Max,JNK2,BEDROC,0.5692029635486987, Dekois,SimilaritySearch_Max,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,SimilaritySearch_Max,JNK2,RIE,8.635659636266748, Dekois,SimilaritySearch_Max,JNK2,AUPRC,0.39066898488627594, Dekois,LightGBM_Ranker,JNK2,AUROC,0.819859726836471, Dekois,LightGBM_Ranker,JNK2,BEDROC,0.5715440382730815, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,JNK2,RIE,8.67117723836418, Dekois,LightGBM_Ranker,JNK2,AUPRC,0.40991617464781316, Dekois,LightGBM_Ranker,JNK2,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,JNK2,F1 score,0.08536585365853659, Dekois,LightGBM_Ranker,JNK2,recall,0.7777777777777778, Dekois,LightGBM_Ranker,JNK2,precision,0.04516129032258064, Dekois,LightGBM_Ranker,JNK2,MCC,0.09606506961737249, Dekois,RandomForest,JNK3,AUROC,0.9773489932885906, Dekois,RandomForest,JNK3,BEDROC,0.7125257480535968, Dekois,RandomForest,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,RandomForest,JNK3,Enrichment factor 5%,11.302083333333334, Dekois,RandomForest,JNK3,RIE,9.919938209339238, Dekois,RandomForest,JNK3,AUPRC,0.57045094717729, Dekois,RandomForest,JNK3,accuracy,0.9612903225806452, Dekois,RandomForest,JNK3,F1 score,0.0, Dekois,RandomForest,JNK3,recall,0.0, Dekois,RandomForest,JNK3,precision,0.0, Dekois,RandomForest,JNK3,MCC,0.0, Dekois,LogisticRegression,JNK3,AUROC,0.9147091722595078, Dekois,LogisticRegression,JNK3,BEDROC,0.6983913650717373, Dekois,LogisticRegression,JNK3,Enrichment factor 1%,19.375, Dekois,LogisticRegression,JNK3,Enrichment factor 5%,11.302083333333334, Dekois,LogisticRegression,JNK3,RIE,9.723156261022952, Dekois,LogisticRegression,JNK3,AUPRC,0.5697291790380761, Dekois,LogisticRegression,JNK3,accuracy,0.9612903225806452, Dekois,LogisticRegression,JNK3,F1 score,0.0, Dekois,LogisticRegression,JNK3,recall,0.0, Dekois,LogisticRegression,JNK3,precision,0.0, Dekois,LogisticRegression,JNK3,MCC,0.0, Dekois,SimilaritySearch_Mean,JNK3,AUROC,0.8984899328859061, Dekois,SimilaritySearch_Mean,JNK3,BEDROC,0.4993078701407349, Dekois,SimilaritySearch_Mean,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Mean,JNK3,Enrichment factor 5%,8.072916666666666, Dekois,SimilaritySearch_Mean,JNK3,RIE,6.951472625421919, Dekois,SimilaritySearch_Mean,JNK3,AUPRC,0.35955422949785987, Dekois,SimilaritySearch_Max,JNK3,AUROC,0.8920581655480984, Dekois,SimilaritySearch_Max,JNK3,BEDROC,0.60320218152328, Dekois,SimilaritySearch_Max,JNK3,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Max,JNK3,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,JNK3,RIE,8.397911782976589, Dekois,SimilaritySearch_Max,JNK3,AUPRC,0.43158233706313287, Dekois,LightGBM_Ranker,JNK3,AUROC,0.9309284116331096, Dekois,LightGBM_Ranker,JNK3,BEDROC,0.5281821372766727, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 5%,8.072916666666666, Dekois,LightGBM_Ranker,JNK3,RIE,7.353466440822779, Dekois,LightGBM_Ranker,JNK3,AUPRC,0.4131517916757842, Dekois,LightGBM_Ranker,JNK3,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,JNK3,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,JNK3,recall,1.0, Dekois,LightGBM_Ranker,JNK3,precision,0.07741935483870968, Dekois,LightGBM_Ranker,JNK3,MCC,0.20067001862719533, Dekois,RandomForest,KIF11,AUROC,0.9672131147540984, Dekois,RandomForest,KIF11,BEDROC,0.8339418331432809, Dekois,RandomForest,KIF11,Enrichment factor 1%,62.0, Dekois,RandomForest,KIF11,Enrichment factor 5%,15.5, Dekois,RandomForest,KIF11,RIE,14.256063684216366, Dekois,RandomForest,KIF11,AUPRC,0.8169491525423729, Dekois,RandomForest,KIF11,accuracy,0.9903225806451613, Dekois,RandomForest,KIF11,F1 score,0.5714285714285714, Dekois,RandomForest,KIF11,recall,0.4, Dekois,RandomForest,KIF11,precision,1.0, Dekois,RandomForest,KIF11,MCC,0.6293678543617366, Dekois,LogisticRegression,KIF11,AUROC,0.9980327868852459, Dekois,LogisticRegression,KIF11,BEDROC,0.969194754427182, Dekois,LogisticRegression,KIF11,Enrichment factor 1%,62.0, Dekois,LogisticRegression,KIF11,Enrichment factor 5%,19.375, Dekois,LogisticRegression,KIF11,RIE,16.568184477404188, Dekois,LogisticRegression,KIF11,AUPRC,0.925, Dekois,LogisticRegression,KIF11,accuracy,0.9903225806451613, Dekois,LogisticRegression,KIF11,F1 score,0.5714285714285714, Dekois,LogisticRegression,KIF11,recall,0.4, Dekois,LogisticRegression,KIF11,precision,1.0, Dekois,LogisticRegression,KIF11,MCC,0.6293678543617366, Dekois,SimilaritySearch_Mean,KIF11,AUROC,0.9921311475409836, Dekois,SimilaritySearch_Mean,KIF11,BEDROC,0.9056560828447655, Dekois,SimilaritySearch_Mean,KIF11,Enrichment factor 1%,62.0, Dekois,SimilaritySearch_Mean,KIF11,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Mean,KIF11,RIE,15.482003991669101, Dekois,SimilaritySearch_Mean,KIF11,AUPRC,0.8588235294117648, Dekois,SimilaritySearch_Max,KIF11,AUROC,0.999672131147541, Dekois,SimilaritySearch_Max,KIF11,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Max,KIF11,Enrichment factor 1%,62.0, Dekois,SimilaritySearch_Max,KIF11,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,KIF11,RIE,17.094793796833716, Dekois,SimilaritySearch_Max,KIF11,AUPRC,0.9666666666666667, Dekois,LightGBM_Ranker,KIF11,AUROC,0.8963934426229508, Dekois,LightGBM_Ranker,KIF11,BEDROC,0.7824771654317925, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,KIF11,RIE,13.376285804369584, Dekois,LightGBM_Ranker,KIF11,AUPRC,0.7062893081761006, Dekois,LightGBM_Ranker,KIF11,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,KIF11,F1 score,0.05, Dekois,LightGBM_Ranker,KIF11,recall,0.8, Dekois,LightGBM_Ranker,KIF11,precision,0.025806451612903226, Dekois,LightGBM_Ranker,KIF11,MCC,0.07682212795973759, Dekois,RandomForest,LCK,AUROC,0.9130675526024363, Dekois,RandomForest,LCK,BEDROC,0.915341080169214, Dekois,RandomForest,LCK,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,LCK,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,LCK,RIE,13.88709213811609, Dekois,RandomForest,LCK,AUPRC,0.8927951388888888, Dekois,RandomForest,LCK,accuracy,0.9709677419354839, Dekois,RandomForest,LCK,F1 score,0.0, Dekois,RandomForest,LCK,recall,0.0, Dekois,RandomForest,LCK,precision,0.0, Dekois,RandomForest,LCK,MCC,0.0, Dekois,LogisticRegression,LCK,AUROC,0.9453672942045035, Dekois,LogisticRegression,LCK,BEDROC,0.8382544884317361, Dekois,LogisticRegression,LCK,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,LCK,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,LCK,RIE,12.717573342384048, Dekois,LogisticRegression,LCK,AUPRC,0.7922398589065257, Dekois,LogisticRegression,LCK,accuracy,0.9806451612903225, Dekois,LogisticRegression,LCK,F1 score,0.5, Dekois,LogisticRegression,LCK,recall,0.3333333333333333, Dekois,LogisticRegression,LCK,precision,1.0, Dekois,LogisticRegression,LCK,MCC,0.5716805710822062, Dekois,SimilaritySearch_Mean,LCK,AUROC,0.8811369509043927, Dekois,SimilaritySearch_Mean,LCK,BEDROC,0.7002034287294675, Dekois,SimilaritySearch_Mean,LCK,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,LCK,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,LCK,RIE,10.623132461635725, Dekois,SimilaritySearch_Mean,LCK,AUPRC,0.623279062155209, Dekois,SimilaritySearch_Max,LCK,AUROC,0.9481358434846807, Dekois,SimilaritySearch_Max,LCK,BEDROC,0.7866292311962811, Dekois,SimilaritySearch_Max,LCK,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,LCK,Enrichment factor 5%,15.069444444444445, Dekois,SimilaritySearch_Max,LCK,RIE,11.934341040753928, Dekois,SimilaritySearch_Max,LCK,AUPRC,0.6640778727445393, Dekois,LightGBM_Ranker,LCK,AUROC,0.9468438538205981, Dekois,LightGBM_Ranker,LCK,BEDROC,0.8199433732423784, Dekois,LightGBM_Ranker,LCK,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,LCK,Enrichment factor 5%,17.22222222222222, Dekois,LightGBM_Ranker,LCK,RIE,12.439766360623864, Dekois,LightGBM_Ranker,LCK,AUPRC,0.69949503726876, Dekois,LightGBM_Ranker,LCK,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,LCK,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,LCK,recall,1.0, Dekois,LightGBM_Ranker,LCK,precision,0.05806451612903226, Dekois,LightGBM_Ranker,LCK,MCC,0.1729171253112705, Dekois,RandomForest,MK2,AUROC,0.9466059602649007, Dekois,RandomForest,MK2,BEDROC,0.7912476339601964, Dekois,RandomForest,MK2,Enrichment factor 1%,29.0625, Dekois,RandomForest,MK2,Enrichment factor 5%,14.53125, Dekois,RandomForest,MK2,RIE,12.361644302527468, Dekois,RandomForest,MK2,AUPRC,0.7188077299802964, Dekois,RandomForest,MK2,accuracy,0.9806451612903225, Dekois,RandomForest,MK2,F1 score,0.4, Dekois,RandomForest,MK2,recall,0.25, Dekois,RandomForest,MK2,precision,1.0, Dekois,RandomForest,MK2,MCC,0.4951059180921493, Dekois,LogisticRegression,MK2,AUROC,0.9648178807947021, Dekois,LogisticRegression,MK2,BEDROC,0.7909190663949819, Dekois,LogisticRegression,MK2,Enrichment factor 1%,29.0625, Dekois,LogisticRegression,MK2,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,MK2,RIE,12.356511098738316, Dekois,LogisticRegression,MK2,AUPRC,0.725986800555766, Dekois,LogisticRegression,MK2,accuracy,0.9838709677419355, Dekois,LogisticRegression,MK2,F1 score,0.5454545454545454, Dekois,LogisticRegression,MK2,recall,0.375, Dekois,LogisticRegression,MK2,precision,1.0, Dekois,LogisticRegression,MK2,MCC,0.6073652180881965, Dekois,SimilaritySearch_Mean,MK2,AUROC,0.954884105960265, Dekois,SimilaritySearch_Mean,MK2,BEDROC,0.7527479323652, Dekois,SimilaritySearch_Mean,MK2,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,MK2,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Mean,MK2,RIE,11.76016431779552, Dekois,SimilaritySearch_Mean,MK2,AUPRC,0.7033840342997142, Dekois,SimilaritySearch_Max,MK2,AUROC,0.949503311258278, Dekois,SimilaritySearch_Max,MK2,BEDROC,0.8081436719797445, Dekois,SimilaritySearch_Max,MK2,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Max,MK2,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,MK2,RIE,12.625610730032168, Dekois,SimilaritySearch_Max,MK2,AUPRC,0.7420909785932721, Dekois,LightGBM_Ranker,MK2,AUROC,0.9333609271523178, Dekois,LightGBM_Ranker,MK2,BEDROC,0.6718355236445562, Dekois,LightGBM_Ranker,MK2,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,MK2,Enrichment factor 5%,12.109375, Dekois,LightGBM_Ranker,MK2,RIE,10.49607154965201, Dekois,LightGBM_Ranker,MK2,AUPRC,0.5920492506319971, Dekois,LightGBM_Ranker,MK2,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,MK2,F1 score,0.09815950920245399, Dekois,LightGBM_Ranker,MK2,recall,1.0, Dekois,LightGBM_Ranker,MK2,precision,0.05161290322580645, Dekois,LightGBM_Ranker,MK2,MCC,0.16275769175423188, Dekois,RandomForest,MMP2,AUROC,0.9515050167224081, Dekois,RandomForest,MMP2,BEDROC,0.8620794356627517, Dekois,RandomForest,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,MMP2,Enrichment factor 5%,15.852272727272727, Dekois,RandomForest,MMP2,RIE,12.346633249388006, Dekois,RandomForest,MMP2,AUPRC,0.7954799143508822, Dekois,RandomForest,MMP2,accuracy,0.967741935483871, Dekois,RandomForest,MMP2,F1 score,0.16666666666666666, Dekois,RandomForest,MMP2,recall,0.09090909090909091, Dekois,RandomForest,MMP2,precision,1.0, Dekois,RandomForest,MMP2,MCC,0.29659239560733464, Dekois,LogisticRegression,MMP2,AUROC,0.9875342049255094, Dekois,LogisticRegression,MMP2,BEDROC,0.855686327631635, Dekois,LogisticRegression,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,LogisticRegression,MMP2,Enrichment factor 5%,14.090909090909092, Dekois,LogisticRegression,MMP2,RIE,12.25507166406902, Dekois,LogisticRegression,MMP2,AUPRC,0.7677199461888458, Dekois,LogisticRegression,MMP2,accuracy,0.9709677419354839, Dekois,LogisticRegression,MMP2,F1 score,0.4, Dekois,LogisticRegression,MMP2,recall,0.2727272727272727, Dekois,LogisticRegression,MMP2,precision,0.75, Dekois,LogisticRegression,MMP2,MCC,0.44158170930400686, Dekois,SimilaritySearch_Mean,MMP2,AUROC,0.8431134083307996, Dekois,SimilaritySearch_Mean,MMP2,BEDROC,0.5140892026018865, Dekois,SimilaritySearch_Mean,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,SimilaritySearch_Mean,MMP2,Enrichment factor 5%,7.045454545454546, Dekois,SimilaritySearch_Mean,MMP2,RIE,7.36274477769407, Dekois,SimilaritySearch_Mean,MMP2,AUPRC,0.4531006855476218, Dekois,SimilaritySearch_Max,MMP2,AUROC,0.9341745211310429, Dekois,SimilaritySearch_Max,MMP2,BEDROC,0.7156482206828542, Dekois,SimilaritySearch_Max,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,SimilaritySearch_Max,MMP2,Enrichment factor 5%,14.090909090909092, Dekois,SimilaritySearch_Max,MMP2,RIE,10.249457021724162, Dekois,SimilaritySearch_Max,MMP2,AUPRC,0.5872378661148715, Dekois,LightGBM_Ranker,MMP2,AUROC,0.9461842505320767, Dekois,LightGBM_Ranker,MMP2,BEDROC,0.767490718736567, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,MMP2,RIE,10.991941160204345, Dekois,LightGBM_Ranker,MMP2,AUPRC,0.6499271969860206, Dekois,LightGBM_Ranker,MMP2,accuracy,0.535483870967742, Dekois,LightGBM_Ranker,MMP2,F1 score,0.13253012048192772, Dekois,LightGBM_Ranker,MMP2,recall,1.0, Dekois,LightGBM_Ranker,MMP2,precision,0.07096774193548387, Dekois,LightGBM_Ranker,MMP2,MCC,0.19180536399919287, Dekois,RandomForest,PARP-1,AUROC,0.9950980392156863, Dekois,RandomForest,PARP-1,BEDROC,0.9192885824158706, Dekois,RandomForest,PARP-1,Enrichment factor 1%,38.75, Dekois,RandomForest,PARP-1,Enrichment factor 5%,19.375, Dekois,RandomForest,PARP-1,RIE,16.204973132628336, Dekois,RandomForest,PARP-1,AUPRC,0.775, Dekois,RandomForest,PARP-1,accuracy,0.9870967741935484, Dekois,RandomForest,PARP-1,F1 score,0.0, Dekois,RandomForest,PARP-1,recall,0.0, Dekois,RandomForest,PARP-1,precision,0.0, Dekois,RandomForest,PARP-1,MCC,0.0, Dekois,LogisticRegression,PARP-1,AUROC,0.9771241830065359, Dekois,LogisticRegression,PARP-1,BEDROC,0.784769358154192, Dekois,LogisticRegression,PARP-1,Enrichment factor 1%,58.125, Dekois,LogisticRegression,PARP-1,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PARP-1,RIE,13.833704251068557, Dekois,LogisticRegression,PARP-1,AUPRC,0.6375, Dekois,LogisticRegression,PARP-1,accuracy,0.9870967741935484, Dekois,LogisticRegression,PARP-1,F1 score,0.0, Dekois,LogisticRegression,PARP-1,recall,0.0, Dekois,LogisticRegression,PARP-1,precision,0.0, Dekois,LogisticRegression,PARP-1,MCC,0.0, Dekois,SimilaritySearch_Mean,PARP-1,AUROC,0.9812091503267973, Dekois,SimilaritySearch_Mean,PARP-1,BEDROC,0.7002505445012893, Dekois,SimilaritySearch_Mean,PARP-1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,PARP-1,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,PARP-1,RIE,12.343829225238721, Dekois,SimilaritySearch_Mean,PARP-1,AUPRC,0.29166666666666663, Dekois,SimilaritySearch_Max,PARP-1,AUROC,0.9501633986928104, Dekois,SimilaritySearch_Max,PARP-1,BEDROC,0.6273238831593483, Dekois,SimilaritySearch_Max,PARP-1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Max,PARP-1,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,PARP-1,RIE,11.058297557736708, Dekois,SimilaritySearch_Max,PARP-1,AUPRC,0.4203830760434534, Dekois,LightGBM_Ranker,PARP-1,AUROC,0.9738562091503268, Dekois,LightGBM_Ranker,PARP-1,BEDROC,0.6766920650819704, Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 1%,38.75, Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,PARP-1,RIE,11.928546655401515, Dekois,LightGBM_Ranker,PARP-1,AUPRC,0.38596491228070173, Dekois,LightGBM_Ranker,PARP-1,accuracy,0.5129032258064516, Dekois,LightGBM_Ranker,PARP-1,F1 score,0.050314465408805034, Dekois,LightGBM_Ranker,PARP-1,recall,1.0, Dekois,LightGBM_Ranker,PARP-1,precision,0.025806451612903226, Dekois,LightGBM_Ranker,PARP-1,MCC,0.1143323900950059, Dekois,RandomForest,PDE5,AUROC,0.9977984977984977, Dekois,RandomForest,PDE5,BEDROC,0.9803317384751534, Dekois,RandomForest,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,RandomForest,PDE5,RIE,13.271952966032632, Dekois,RandomForest,PDE5,AUPRC,0.9556776556776554, Dekois,RandomForest,PDE5,accuracy,0.9612903225806452, Dekois,RandomForest,PDE5,F1 score,0.14285714285714285, Dekois,RandomForest,PDE5,recall,0.07692307692307693, Dekois,RandomForest,PDE5,precision,1.0, Dekois,RandomForest,PDE5,MCC,0.2719113329100116, Dekois,LogisticRegression,PDE5,AUROC,0.9968919968919968, Dekois,LogisticRegression,PDE5,BEDROC,0.960550410062078, Dekois,LogisticRegression,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,LogisticRegression,PDE5,RIE,13.004148865927304, Dekois,LogisticRegression,PDE5,AUPRC,0.9336052836052833, Dekois,LogisticRegression,PDE5,accuracy,0.9612903225806452, Dekois,LogisticRegression,PDE5,F1 score,0.14285714285714285, Dekois,LogisticRegression,PDE5,recall,0.07692307692307693, Dekois,LogisticRegression,PDE5,precision,1.0, Dekois,LogisticRegression,PDE5,MCC,0.2719113329100116, Dekois,SimilaritySearch_Mean,PDE5,AUROC,0.9515669515669516, Dekois,SimilaritySearch_Mean,PDE5,BEDROC,0.7449308635788412, Dekois,SimilaritySearch_Mean,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Mean,PDE5,Enrichment factor 5%,11.923076923076923, Dekois,SimilaritySearch_Mean,PDE5,RIE,10.085042656007976, Dekois,SimilaritySearch_Mean,PDE5,AUPRC,0.6872556734132886, Dekois,SimilaritySearch_Max,PDE5,AUROC,0.995985495985496, Dekois,SimilaritySearch_Max,PDE5,BEDROC,0.9555054490287689, Dekois,SimilaritySearch_Max,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Max,PDE5,Enrichment factor 5%,16.39423076923077, Dekois,SimilaritySearch_Max,PDE5,RIE,12.935849041902406, Dekois,SimilaritySearch_Max,PDE5,AUPRC,0.9254126440361259, Dekois,LightGBM_Ranker,PDE5,AUROC,0.9427609427609428, Dekois,LightGBM_Ranker,PDE5,BEDROC,0.7919612704707732, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 5%,11.923076923076923, Dekois,LightGBM_Ranker,PDE5,RIE,10.721750946385281, Dekois,LightGBM_Ranker,PDE5,AUPRC,0.7239716047744312, Dekois,LightGBM_Ranker,PDE5,accuracy,0.5419354838709678, Dekois,LightGBM_Ranker,PDE5,F1 score,0.15476190476190477, Dekois,LightGBM_Ranker,PDE5,recall,1.0, Dekois,LightGBM_Ranker,PDE5,precision,0.08387096774193549, Dekois,LightGBM_Ranker,PDE5,MCC,0.2092153048202826, Dekois,RandomForest,PDK1,AUROC,0.9137199434229137, Dekois,RandomForest,PDK1,BEDROC,0.8613455133073429, Dekois,RandomForest,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,PDK1,RIE,13.861981623825242, Dekois,RandomForest,PDK1,AUPRC,0.8050251256281407, Dekois,RandomForest,PDK1,accuracy,0.9870967741935484, Dekois,RandomForest,PDK1,F1 score,0.6, Dekois,RandomForest,PDK1,recall,0.42857142857142855, Dekois,RandomForest,PDK1,precision,1.0, Dekois,RandomForest,PDK1,MCC,0.6503748426997711, Dekois,LogisticRegression,PDK1,AUROC,0.8854314002828854, Dekois,LogisticRegression,PDK1,BEDROC,0.8832556711977354, Dekois,LogisticRegression,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,PDK1,RIE,14.214590652627018, Dekois,LogisticRegression,PDK1,AUPRC,0.861142857142857, Dekois,LogisticRegression,PDK1,accuracy,0.9870967741935484, Dekois,LogisticRegression,PDK1,F1 score,0.6, Dekois,LogisticRegression,PDK1,recall,0.42857142857142855, Dekois,LogisticRegression,PDK1,precision,1.0, Dekois,LogisticRegression,PDK1,MCC,0.6503748426997711, Dekois,SimilaritySearch_Mean,PDK1,AUROC,0.9556812824139557, Dekois,SimilaritySearch_Mean,PDK1,BEDROC,0.7938787943057841, Dekois,SimilaritySearch_Mean,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Mean,PDK1,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Mean,PDK1,RIE,12.776212439386203, Dekois,SimilaritySearch_Mean,PDK1,AUPRC,0.7280912364945977, Dekois,SimilaritySearch_Max,PDK1,AUROC,0.9523809523809523, Dekois,SimilaritySearch_Max,PDK1,BEDROC,0.7816671459757066, Dekois,SimilaritySearch_Max,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,SimilaritySearch_Max,PDK1,Enrichment factor 5%,13.839285714285714, Dekois,SimilaritySearch_Max,PDK1,RIE,12.579685445866653, Dekois,SimilaritySearch_Max,PDK1,AUPRC,0.7501099652998386, Dekois,LightGBM_Ranker,PDK1,AUROC,0.8524280999528524, Dekois,LightGBM_Ranker,PDK1,BEDROC,0.7634518478756578, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,PDK1,RIE,12.286539289434367, Dekois,LightGBM_Ranker,PDK1,AUPRC,0.7149032405817016, Dekois,LightGBM_Ranker,PDK1,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,PDK1,F1 score,0.07407407407407407, Dekois,LightGBM_Ranker,PDK1,recall,0.8571428571428571, Dekois,LightGBM_Ranker,PDK1,precision,0.03870967741935484, Dekois,LightGBM_Ranker,PDK1,MCC,0.10856745817698685, Dekois,RandomForest,PI3Kg,AUROC,0.9438947876447876, Dekois,RandomForest,PI3Kg,BEDROC,0.7825815515728087, Dekois,RandomForest,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,RandomForest,PI3Kg,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,PI3Kg,RIE,10.306002076965683, Dekois,RandomForest,PI3Kg,AUPRC,0.696296716608774, Dekois,RandomForest,PI3Kg,accuracy,0.9612903225806452, Dekois,RandomForest,PI3Kg,F1 score,0.25, Dekois,RandomForest,PI3Kg,recall,0.14285714285714285, Dekois,RandomForest,PI3Kg,precision,1.0, Dekois,RandomForest,PI3Kg,MCC,0.3705283796801846, Dekois,LogisticRegression,PI3Kg,AUROC,0.9032335907335907, Dekois,LogisticRegression,PI3Kg,BEDROC,0.680086568776881, Dekois,LogisticRegression,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,PI3Kg,Enrichment factor 5%,11.071428571428571, Dekois,LogisticRegression,PI3Kg,RIE,8.956221346017628, Dekois,LogisticRegression,PI3Kg,AUPRC,0.6103992984549012, Dekois,LogisticRegression,PI3Kg,accuracy,0.964516129032258, Dekois,LogisticRegression,PI3Kg,F1 score,0.35294117647058826, Dekois,LogisticRegression,PI3Kg,recall,0.21428571428571427, Dekois,LogisticRegression,PI3Kg,precision,1.0, Dekois,LogisticRegression,PI3Kg,MCC,0.4545412242283795, Dekois,SimilaritySearch_Mean,PI3Kg,AUROC,0.8576254826254827, Dekois,SimilaritySearch_Mean,PI3Kg,BEDROC,0.5764321118815472, Dekois,SimilaritySearch_Mean,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,SimilaritySearch_Mean,PI3Kg,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,PI3Kg,RIE,7.59117122573246, Dekois,SimilaritySearch_Mean,PI3Kg,AUPRC,0.49787277267000457, Dekois,SimilaritySearch_Max,PI3Kg,AUROC,0.8114140926640926, Dekois,SimilaritySearch_Max,PI3Kg,BEDROC,0.6136478693462624, Dekois,SimilaritySearch_Max,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,SimilaritySearch_Max,PI3Kg,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,PI3Kg,RIE,8.08127435998563, Dekois,SimilaritySearch_Max,PI3Kg,AUPRC,0.5196792177996863, Dekois,LightGBM_Ranker,PI3Kg,AUROC,0.8561776061776062, Dekois,LightGBM_Ranker,PI3Kg,BEDROC,0.5267252514924278, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 5%,6.919642857142857, Dekois,LightGBM_Ranker,PI3Kg,RIE,6.936569795311769, Dekois,LightGBM_Ranker,PI3Kg,AUPRC,0.4635395632831636, Dekois,LightGBM_Ranker,PI3Kg,accuracy,0.5451612903225806, Dekois,LightGBM_Ranker,PI3Kg,F1 score,0.16568047337278108, Dekois,LightGBM_Ranker,PI3Kg,recall,1.0, Dekois,LightGBM_Ranker,PI3Kg,precision,0.09032258064516129, Dekois,LightGBM_Ranker,PI3Kg,MCC,0.21747941810042, Dekois,RandomForest,PIM-1,AUROC,0.9573643410852712, Dekois,RandomForest,PIM-1,BEDROC,0.7154604789484139, Dekois,RandomForest,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,PIM-1,RIE,10.85460471376554, Dekois,RandomForest,PIM-1,AUPRC,0.6183899720721426, Dekois,RandomForest,PIM-1,accuracy,0.9741935483870968, Dekois,RandomForest,PIM-1,F1 score,0.2, Dekois,RandomForest,PIM-1,recall,0.1111111111111111, Dekois,RandomForest,PIM-1,precision,1.0, Dekois,RandomForest,PIM-1,MCC,0.32899004246370933, Dekois,LogisticRegression,PIM-1,AUROC,0.9538575119970469, Dekois,LogisticRegression,PIM-1,BEDROC,0.67469991243261, Dekois,LogisticRegression,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,PIM-1,RIE,10.23620600666921, Dekois,LogisticRegression,PIM-1,AUPRC,0.5959543205010291, Dekois,LogisticRegression,PIM-1,accuracy,0.9838709677419355, Dekois,LogisticRegression,PIM-1,F1 score,0.6153846153846154, Dekois,LogisticRegression,PIM-1,recall,0.4444444444444444, Dekois,LogisticRegression,PIM-1,precision,1.0, Dekois,LogisticRegression,PIM-1,MCC,0.6611976106426393, Dekois,SimilaritySearch_Mean,PIM-1,AUROC,0.9069767441860465, Dekois,SimilaritySearch_Mean,PIM-1,BEDROC,0.5703459393353615, Dekois,SimilaritySearch_Mean,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Mean,PIM-1,Enrichment factor 5%,8.61111111111111, Dekois,SimilaritySearch_Mean,PIM-1,RIE,8.653000287026364, Dekois,SimilaritySearch_Mean,PIM-1,AUPRC,0.5233750241766268, Dekois,SimilaritySearch_Max,PIM-1,AUROC,0.935031376891842, Dekois,SimilaritySearch_Max,PIM-1,BEDROC,0.7023874271473675, Dekois,SimilaritySearch_Max,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,SimilaritySearch_Max,PIM-1,Enrichment factor 5%,10.76388888888889, Dekois,SimilaritySearch_Max,PIM-1,RIE,10.656266981427203, Dekois,SimilaritySearch_Max,PIM-1,AUPRC,0.6460956312349502, Dekois,LightGBM_Ranker,PIM-1,AUROC,0.9324473975636767, Dekois,LightGBM_Ranker,PIM-1,BEDROC,0.5919976427279947, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,PIM-1,RIE,8.981488984043029, Dekois,LightGBM_Ranker,PIM-1,AUPRC,0.5232251544237998, Dekois,LightGBM_Ranker,PIM-1,accuracy,0.5290322580645161, Dekois,LightGBM_Ranker,PIM-1,F1 score,0.10975609756097561, Dekois,LightGBM_Ranker,PIM-1,recall,1.0, Dekois,LightGBM_Ranker,PIM-1,precision,0.05806451612903226, Dekois,LightGBM_Ranker,PIM-1,MCC,0.1729171253112705, Dekois,RandomForest,PIM-2,AUROC,0.9978284473398481, Dekois,RandomForest,PIM-2,BEDROC,0.9622220894697342, Dekois,RandomForest,PIM-2,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,PIM-2,Enrichment factor 5%,19.375, Dekois,RandomForest,PIM-2,RIE,17.496633247294305, Dekois,RandomForest,PIM-2,AUPRC,0.8666666666666667, Dekois,RandomForest,PIM-2,accuracy,0.9935483870967742, Dekois,RandomForest,PIM-2,F1 score,0.6666666666666666, Dekois,RandomForest,PIM-2,recall,0.6666666666666666, Dekois,RandomForest,PIM-2,precision,0.6666666666666666, Dekois,RandomForest,PIM-2,MCC,0.6634093376764386, Dekois,LogisticRegression,PIM-2,AUROC,0.997828447339848, Dekois,LogisticRegression,PIM-2,BEDROC,0.9622220894697342, Dekois,LogisticRegression,PIM-2,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,PIM-2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,PIM-2,RIE,17.496633247294305, Dekois,LogisticRegression,PIM-2,AUPRC,0.8666666666666667, Dekois,LogisticRegression,PIM-2,accuracy,0.9903225806451613, Dekois,LogisticRegression,PIM-2,F1 score,0.5714285714285714, Dekois,LogisticRegression,PIM-2,recall,0.6666666666666666, Dekois,LogisticRegression,PIM-2,precision,0.5, Dekois,LogisticRegression,PIM-2,MCC,0.5726418119886068, Dekois,SimilaritySearch_Mean,PIM-2,AUROC,0.98914223669924, Dekois,SimilaritySearch_Mean,PIM-2,BEDROC,0.851633196654155, Dekois,SimilaritySearch_Mean,PIM-2,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Mean,PIM-2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Mean,PIM-2,RIE,15.485732318118012, Dekois,SimilaritySearch_Mean,PIM-2,AUPRC,0.7435897435897436, Dekois,SimilaritySearch_Max,PIM-2,AUROC,0.997828447339848, Dekois,SimilaritySearch_Max,PIM-2,BEDROC,0.9597044644130285, Dekois,SimilaritySearch_Max,PIM-2,Enrichment factor 1%,77.5, Dekois,SimilaritySearch_Max,PIM-2,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,PIM-2,RIE,17.450853834579778, Dekois,SimilaritySearch_Max,PIM-2,AUPRC,0.8055555555555556, Dekois,LightGBM_Ranker,PIM-2,AUROC,0.998914223669924, Dekois,LightGBM_Ranker,PIM-2,BEDROC,0.9805019348590323, Dekois,LightGBM_Ranker,PIM-2,Enrichment factor 1%,77.5, Dekois,LightGBM_Ranker,PIM-2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,PIM-2,RIE,17.82902610468405, Dekois,LightGBM_Ranker,PIM-2,AUPRC,0.9166666666666665, Dekois,LightGBM_Ranker,PIM-2,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,PIM-2,F1 score,0.0379746835443038, Dekois,LightGBM_Ranker,PIM-2,recall,1.0, Dekois,LightGBM_Ranker,PIM-2,precision,0.01935483870967742, Dekois,LightGBM_Ranker,PIM-2,MCC,0.09885336094784052, Dekois,RandomForest,PPARA,AUROC,0.982128982128982, Dekois,RandomForest,PPARA,BEDROC,0.9235960036709912, Dekois,RandomForest,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,RandomForest,PPARA,RIE,12.50385175029224, Dekois,RandomForest,PPARA,AUPRC,0.8941540915225124, Dekois,RandomForest,PPARA,accuracy,0.964516129032258, Dekois,RandomForest,PPARA,F1 score,0.26666666666666666, Dekois,RandomForest,PPARA,recall,0.15384615384615385, Dekois,RandomForest,PPARA,precision,1.0, Dekois,RandomForest,PPARA,MCC,0.38516444325982163, Dekois,LogisticRegression,PPARA,AUROC,0.9968919968919969, Dekois,LogisticRegression,PPARA,BEDROC,0.9660021132208296, Dekois,LogisticRegression,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PPARA,Enrichment factor 5%,17.884615384615383, Dekois,LogisticRegression,PPARA,RIE,13.077955256882616, Dekois,LogisticRegression,PPARA,AUPRC,0.9478726401803323, Dekois,LogisticRegression,PPARA,accuracy,0.9774193548387097, Dekois,LogisticRegression,PPARA,F1 score,0.631578947368421, Dekois,LogisticRegression,PPARA,recall,0.46153846153846156, Dekois,LogisticRegression,PPARA,precision,1.0, Dekois,LogisticRegression,PPARA,MCC,0.6714990179993482, Dekois,SimilaritySearch_Mean,PPARA,AUROC,0.991970991970992, Dekois,SimilaritySearch_Mean,PPARA,BEDROC,0.9212803375003418, Dekois,SimilaritySearch_Mean,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Mean,PPARA,Enrichment factor 5%,14.903846153846153, Dekois,SimilaritySearch_Mean,PPARA,RIE,12.472501737693229, Dekois,SimilaritySearch_Mean,PPARA,AUPRC,0.8933389074693421, Dekois,SimilaritySearch_Max,PPARA,AUROC,0.9800569800569802, Dekois,SimilaritySearch_Max,PPARA,BEDROC,0.8856160012419598, Dekois,SimilaritySearch_Max,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,SimilaritySearch_Max,PPARA,Enrichment factor 5%,14.903846153846153, Dekois,SimilaritySearch_Max,PPARA,RIE,11.989669883427235, Dekois,SimilaritySearch_Max,PPARA,AUPRC,0.8562570667833824, Dekois,LightGBM_Ranker,PPARA,AUROC,0.9689199689199689, Dekois,LightGBM_Ranker,PPARA,BEDROC,0.8593866312168262, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,LightGBM_Ranker,PPARA,RIE,11.634570736937786, Dekois,LightGBM_Ranker,PPARA,AUPRC,0.8052228614475578, Dekois,LightGBM_Ranker,PPARA,accuracy,0.5419354838709678, Dekois,LightGBM_Ranker,PPARA,F1 score,0.15476190476190477, Dekois,LightGBM_Ranker,PPARA,recall,1.0, Dekois,LightGBM_Ranker,PPARA,precision,0.08387096774193549, Dekois,LightGBM_Ranker,PPARA,MCC,0.2092153048202826, Dekois,RandomForest,PPARG,AUROC,0.8817114093959731, Dekois,RandomForest,PPARG,BEDROC,0.8350499884768786, Dekois,RandomForest,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PPARG,Enrichment factor 5%,14.53125, Dekois,RandomForest,PPARG,RIE,11.625747283383038, Dekois,RandomForest,PPARG,AUPRC,0.7730307465314963, Dekois,RandomForest,PPARG,accuracy,0.9612903225806452, Dekois,RandomForest,PPARG,F1 score,0.0, Dekois,RandomForest,PPARG,recall,0.0, Dekois,RandomForest,PPARG,precision,0.0, Dekois,RandomForest,PPARG,MCC,0.0, Dekois,LogisticRegression,PPARG,AUROC,0.9580536912751678, Dekois,LogisticRegression,PPARG,BEDROC,0.8438624055905728, Dekois,LogisticRegression,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PPARG,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PPARG,RIE,11.748435667533526, Dekois,LogisticRegression,PPARG,AUPRC,0.7948272325792488, Dekois,LogisticRegression,PPARG,accuracy,0.9806451612903225, Dekois,LogisticRegression,PPARG,F1 score,0.6666666666666666, Dekois,LogisticRegression,PPARG,recall,0.5, Dekois,LogisticRegression,PPARG,precision,1.0, Dekois,LogisticRegression,PPARG,MCC,0.7000939786538436, Dekois,SimilaritySearch_Mean,PPARG,AUROC,0.8889821029082774, Dekois,SimilaritySearch_Mean,PPARG,BEDROC,0.7318066144445742, Dekois,SimilaritySearch_Mean,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,PPARG,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,PPARG,RIE,10.188370616930852, Dekois,SimilaritySearch_Mean,PPARG,AUPRC,0.6553506493374968, Dekois,SimilaritySearch_Max,PPARG,AUROC,0.91079418344519, Dekois,SimilaritySearch_Max,PPARG,BEDROC,0.7170876169107903, Dekois,SimilaritySearch_Max,PPARG,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Max,PPARG,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,PPARG,RIE,9.983449537908305, Dekois,SimilaritySearch_Max,PPARG,AUPRC,0.5969714745801702, Dekois,LightGBM_Ranker,PPARG,AUROC,0.8800335570469798, Dekois,LightGBM_Ranker,PPARG,BEDROC,0.7543556852856845, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,PPARG,RIE,10.50230367637395, Dekois,LightGBM_Ranker,PPARG,AUPRC,0.66317126684793, Dekois,LightGBM_Ranker,PPARG,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,PPARG,F1 score,0.11976047904191617, Dekois,LightGBM_Ranker,PPARG,recall,0.8333333333333334, Dekois,LightGBM_Ranker,PPARG,precision,0.06451612903225806, Dekois,LightGBM_Ranker,PPARG,MCC,0.13378001241813023, Dekois,RandomForest,PR,AUROC,0.947986577181208, Dekois,RandomForest,PR,BEDROC,0.8717161140350311, Dekois,RandomForest,PR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PR,Enrichment factor 5%,16.145833333333332, Dekois,RandomForest,PR,RIE,12.136221043277828, Dekois,RandomForest,PR,AUPRC,0.8229781824146982, Dekois,RandomForest,PR,accuracy,0.967741935483871, Dekois,RandomForest,PR,F1 score,0.2857142857142857, Dekois,RandomForest,PR,recall,0.16666666666666666, Dekois,RandomForest,PR,precision,1.0, Dekois,RandomForest,PR,MCC,0.4015661978496338, Dekois,LogisticRegression,PR,AUROC,0.9653243847874721, Dekois,LogisticRegression,PR,BEDROC,0.889115016792623, Dekois,LogisticRegression,PR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PR,Enrichment factor 5%,16.145833333333332, Dekois,LogisticRegression,PR,RIE,12.37845234460868, Dekois,LogisticRegression,PR,AUPRC,0.8561507936507936, Dekois,LogisticRegression,PR,accuracy,0.9741935483870968, Dekois,LogisticRegression,PR,F1 score,0.5, Dekois,LogisticRegression,PR,recall,0.3333333333333333, Dekois,LogisticRegression,PR,precision,1.0, Dekois,LogisticRegression,PR,MCC,0.5697532241097388, Dekois,SimilaritySearch_Mean,PR,AUROC,0.9714765100671141, Dekois,SimilaritySearch_Mean,PR,BEDROC,0.8866664619793836, Dekois,SimilaritySearch_Mean,PR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,PR,Enrichment factor 5%,16.145833333333332, Dekois,SimilaritySearch_Mean,PR,RIE,12.344363032940329, Dekois,SimilaritySearch_Mean,PR,AUPRC,0.8640215716486904, Dekois,SimilaritySearch_Max,PR,AUROC,0.9751118568232662, Dekois,SimilaritySearch_Max,PR,BEDROC,0.853640077737417, Dekois,SimilaritySearch_Max,PR,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,PR,Enrichment factor 5%,14.53125, Dekois,SimilaritySearch_Max,PR,RIE,11.884562541803403, Dekois,SimilaritySearch_Max,PR,AUPRC,0.8222222222222223, Dekois,LightGBM_Ranker,PR,AUROC,0.9636465324384786, Dekois,LightGBM_Ranker,PR,BEDROC,0.8356212216397998, Dekois,LightGBM_Ranker,PR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PR,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,PR,RIE,11.633700115486624, Dekois,LightGBM_Ranker,PR,AUPRC,0.7957810867293627, Dekois,LightGBM_Ranker,PR,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,PR,F1 score,0.1437125748502994, Dekois,LightGBM_Ranker,PR,recall,1.0, Dekois,LightGBM_Ranker,PR,precision,0.07741935483870968, Dekois,LightGBM_Ranker,PR,MCC,0.20067001862719533, Dekois,RandomForest,ROCK-1,AUROC,0.8853476821192053, Dekois,RandomForest,ROCK-1,BEDROC,0.7741671414608737, Dekois,RandomForest,ROCK-1,Enrichment factor 1%,38.75, Dekois,RandomForest,ROCK-1,Enrichment factor 5%,14.53125, Dekois,RandomForest,ROCK-1,RIE,12.0947961467734, Dekois,RandomForest,ROCK-1,AUPRC,0.6719284188034188, Dekois,RandomForest,ROCK-1,accuracy,0.9774193548387097, Dekois,RandomForest,ROCK-1,F1 score,0.2222222222222222, Dekois,RandomForest,ROCK-1,recall,0.125, Dekois,RandomForest,ROCK-1,precision,1.0, Dekois,RandomForest,ROCK-1,MCC,0.349525799891287, Dekois,LogisticRegression,ROCK-1,AUROC,0.9089403973509933, Dekois,LogisticRegression,ROCK-1,BEDROC,0.69159496756766, Dekois,LogisticRegression,ROCK-1,Enrichment factor 1%,29.0625, Dekois,LogisticRegression,ROCK-1,Enrichment factor 5%,12.109375, Dekois,LogisticRegression,ROCK-1,RIE,10.804772904124974, Dekois,LogisticRegression,ROCK-1,AUPRC,0.5935883378317588, Dekois,LogisticRegression,ROCK-1,accuracy,0.9741935483870968, Dekois,LogisticRegression,ROCK-1,F1 score,0.0, Dekois,LogisticRegression,ROCK-1,recall,0.0, Dekois,LogisticRegression,ROCK-1,precision,0.0, Dekois,LogisticRegression,ROCK-1,MCC,0.0, Dekois,SimilaritySearch_Mean,ROCK-1,AUROC,0.9544701986754968, Dekois,SimilaritySearch_Mean,ROCK-1,BEDROC,0.6915930200647274, Dekois,SimilaritySearch_Mean,ROCK-1,Enrichment factor 1%,38.75, Dekois,SimilaritySearch_Mean,ROCK-1,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Mean,ROCK-1,RIE,10.804742478329821, Dekois,SimilaritySearch_Mean,ROCK-1,AUPRC,0.6205041733292507, Dekois,SimilaritySearch_Max,ROCK-1,AUROC,0.955298013245033, Dekois,SimilaritySearch_Max,ROCK-1,BEDROC,0.7242390895265022, Dekois,SimilaritySearch_Max,ROCK-1,Enrichment factor 1%,29.0625, Dekois,SimilaritySearch_Max,ROCK-1,Enrichment factor 5%,12.109375, Dekois,SimilaritySearch_Max,ROCK-1,RIE,11.314771297981203, Dekois,SimilaritySearch_Max,ROCK-1,AUPRC,0.6323450328407225, Dekois,LightGBM_Ranker,ROCK-1,AUROC,0.8874172185430463, Dekois,LightGBM_Ranker,ROCK-1,BEDROC,0.6046157824927519, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 5%,12.109375, Dekois,LightGBM_Ranker,ROCK-1,RIE,9.445899023459562, Dekois,LightGBM_Ranker,ROCK-1,AUPRC,0.47327488687782804, Dekois,LightGBM_Ranker,ROCK-1,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,ROCK-1,F1 score,0.09815950920245399, Dekois,LightGBM_Ranker,ROCK-1,recall,1.0, Dekois,LightGBM_Ranker,ROCK-1,precision,0.05161290322580645, Dekois,LightGBM_Ranker,ROCK-1,MCC,0.16275769175423188, Dekois,RandomForest,SARS-HCoV,AUROC,0.6861952861952862, Dekois,RandomForest,SARS-HCoV,BEDROC,0.63921173351413, Dekois,RandomForest,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,RandomForest,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,RandomForest,SARS-HCoV,RIE,10.883133236394043, Dekois,RandomForest,SARS-HCoV,AUPRC,0.6072624225649137, Dekois,RandomForest,SARS-HCoV,accuracy,0.9900662251655629, Dekois,RandomForest,SARS-HCoV,F1 score,0.5714285714285714, Dekois,RandomForest,SARS-HCoV,recall,0.4, Dekois,RandomForest,SARS-HCoV,precision,1.0, Dekois,RandomForest,SARS-HCoV,MCC,0.6292853089020909, Dekois,LogisticRegression,SARS-HCoV,AUROC,0.921885521885522, Dekois,LogisticRegression,SARS-HCoV,BEDROC,0.649309149211929, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,LogisticRegression,SARS-HCoV,RIE,11.055050480911476, Dekois,LogisticRegression,SARS-HCoV,AUPRC,0.6291997880233173, Dekois,LogisticRegression,SARS-HCoV,accuracy,0.9933774834437086, Dekois,LogisticRegression,SARS-HCoV,F1 score,0.75, Dekois,LogisticRegression,SARS-HCoV,recall,0.6, Dekois,LogisticRegression,SARS-HCoV,precision,1.0, Dekois,LogisticRegression,SARS-HCoV,MCC,0.7720016982323151, Dekois,SimilaritySearch_Mean,SARS-HCoV,AUROC,0.8087542087542088, Dekois,SimilaritySearch_Mean,SARS-HCoV,BEDROC,0.6265580953112189, Dekois,SimilaritySearch_Mean,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,SimilaritySearch_Mean,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,SimilaritySearch_Mean,SARS-HCoV,RIE,10.66769409056991, Dekois,SimilaritySearch_Mean,SARS-HCoV,AUPRC,0.5625518925518925, Dekois,SimilaritySearch_Max,SARS-HCoV,AUROC,0.7437710437710439, Dekois,SimilaritySearch_Max,SARS-HCoV,BEDROC,0.6392137239249136, Dekois,SimilaritySearch_Max,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,SimilaritySearch_Max,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,SimilaritySearch_Max,SARS-HCoV,RIE,10.883167124860917, Dekois,SimilaritySearch_Max,SARS-HCoV,AUPRC,0.6091966173361522, Dekois,LightGBM_Ranker,SARS-HCoV,AUROC,0.7555555555555555, Dekois,LightGBM_Ranker,SARS-HCoV,BEDROC,0.639232434686014, Dekois,LightGBM_Ranker,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,LightGBM_Ranker,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,LightGBM_Ranker,SARS-HCoV,RIE,10.883485691768279, Dekois,LightGBM_Ranker,SARS-HCoV,AUPRC,0.6100027631942525, Dekois,LightGBM_Ranker,SARS-HCoV,accuracy,0.5099337748344371, Dekois,LightGBM_Ranker,SARS-HCoV,F1 score,0.05128205128205128, Dekois,LightGBM_Ranker,SARS-HCoV,recall,0.8, Dekois,LightGBM_Ranker,SARS-HCoV,precision,0.026490066225165563, Dekois,LightGBM_Ranker,SARS-HCoV,MCC,0.0778498944161523, Dekois,RandomForest,SIRT2,AUROC,0.892, Dekois,RandomForest,SIRT2,BEDROC,0.8155386551839491, Dekois,RandomForest,SIRT2,Enrichment factor 1%,31.0, Dekois,RandomForest,SIRT2,Enrichment factor 5%,15.5, Dekois,RandomForest,SIRT2,RIE,12.019477482089231, Dekois,RandomForest,SIRT2,AUPRC,0.7444799498746866, Dekois,RandomForest,SIRT2,accuracy,0.9741935483870968, Dekois,RandomForest,SIRT2,F1 score,0.3333333333333333, Dekois,RandomForest,SIRT2,recall,0.2, Dekois,RandomForest,SIRT2,precision,1.0, Dekois,RandomForest,SIRT2,MCC,0.44136741475237473, Dekois,LogisticRegression,SIRT2,AUROC,0.8916666666666667, Dekois,LogisticRegression,SIRT2,BEDROC,0.8102836926391642, Dekois,LogisticRegression,SIRT2,Enrichment factor 1%,23.25, Dekois,LogisticRegression,SIRT2,Enrichment factor 5%,15.5, Dekois,LogisticRegression,SIRT2,RIE,11.94202940127728, Dekois,LogisticRegression,SIRT2,AUPRC,0.6939072416256882, Dekois,LogisticRegression,SIRT2,accuracy,0.9709677419354839, Dekois,LogisticRegression,SIRT2,F1 score,0.18181818181818182, Dekois,LogisticRegression,SIRT2,recall,0.1, Dekois,LogisticRegression,SIRT2,precision,1.0, Dekois,LogisticRegression,SIRT2,MCC,0.3115884764248779, Dekois,SimilaritySearch_Mean,SIRT2,AUROC,0.9083333333333333, Dekois,SimilaritySearch_Mean,SIRT2,BEDROC,0.7493586628209172, Dekois,SimilaritySearch_Mean,SIRT2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Mean,SIRT2,Enrichment factor 5%,11.625, Dekois,SimilaritySearch_Mean,SIRT2,RIE,11.04411117776549, Dekois,SimilaritySearch_Mean,SIRT2,AUPRC,0.6711989701120136, Dekois,SimilaritySearch_Max,SIRT2,AUROC,0.9116666666666666, Dekois,SimilaritySearch_Max,SIRT2,BEDROC,0.8354083176651163, Dekois,SimilaritySearch_Max,SIRT2,Enrichment factor 1%,31.0, Dekois,SimilaritySearch_Max,SIRT2,Enrichment factor 5%,13.5625, Dekois,SimilaritySearch_Max,SIRT2,RIE,12.31231824211993, Dekois,SimilaritySearch_Max,SIRT2,AUPRC,0.7760588235294117, Dekois,LightGBM_Ranker,SIRT2,AUROC,0.903, Dekois,LightGBM_Ranker,SIRT2,BEDROC,0.8065762102033341, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,SIRT2,RIE,11.887388212714665, Dekois,LightGBM_Ranker,SIRT2,AUPRC,0.6728295376121463, Dekois,LightGBM_Ranker,SIRT2,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,SIRT2,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,SIRT2,recall,0.9, Dekois,LightGBM_Ranker,SIRT2,precision,0.05806451612903226, Dekois,LightGBM_Ranker,SIRT2,MCC,0.1460593486680443, Dekois,RandomForest,SRC,AUROC,0.8786196911196911, Dekois,RandomForest,SRC,BEDROC,0.719255663554334, Dekois,RandomForest,SRC,Enrichment factor 1%,16.607142857142858, Dekois,RandomForest,SRC,Enrichment factor 5%,12.455357142857142, Dekois,RandomForest,SRC,RIE,9.472048442496586, Dekois,RandomForest,SRC,AUPRC,0.612785447405929, Dekois,RandomForest,SRC,accuracy,0.9548387096774194, Dekois,RandomForest,SRC,F1 score,0.0, Dekois,RandomForest,SRC,recall,0.0, Dekois,RandomForest,SRC,precision,0.0, Dekois,RandomForest,SRC,MCC,0.0, Dekois,LogisticRegression,SRC,AUROC,0.8211872586872587, Dekois,LogisticRegression,SRC,BEDROC,0.7200565956918685, Dekois,LogisticRegression,SRC,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,SRC,Enrichment factor 5%,12.455357142857142, Dekois,LogisticRegression,SRC,RIE,9.482596107724197, Dekois,LogisticRegression,SRC,AUPRC,0.6320841173569162, Dekois,LogisticRegression,SRC,accuracy,0.9548387096774194, Dekois,LogisticRegression,SRC,F1 score,0.0, Dekois,LogisticRegression,SRC,recall,0.0, Dekois,LogisticRegression,SRC,precision,0.0, Dekois,LogisticRegression,SRC,MCC,0.0, Dekois,SimilaritySearch_Mean,SRC,AUROC,0.7618243243243245, Dekois,SimilaritySearch_Mean,SRC,BEDROC,0.650579678821018, Dekois,SimilaritySearch_Mean,SRC,Enrichment factor 1%,22.142857142857142, Dekois,SimilaritySearch_Mean,SRC,Enrichment factor 5%,11.071428571428571, Dekois,SimilaritySearch_Mean,SRC,RIE,8.567638115832326, Dekois,SimilaritySearch_Mean,SRC,AUPRC,0.5546881798756882, Dekois,SimilaritySearch_Max,SRC,AUROC,0.9015444015444015, Dekois,SimilaritySearch_Max,SRC,BEDROC,0.8114306084340659, Dekois,SimilaritySearch_Max,SRC,Enrichment factor 1%,16.607142857142858, Dekois,SimilaritySearch_Max,SRC,Enrichment factor 5%,15.223214285714286, Dekois,SimilaritySearch_Max,SRC,RIE,10.685922147149808, Dekois,SimilaritySearch_Max,SRC,AUPRC,0.6846747707180038, Dekois,LightGBM_Ranker,SRC,AUROC,0.8009169884169883, Dekois,LightGBM_Ranker,SRC,BEDROC,0.5974452581806088, Dekois,LightGBM_Ranker,SRC,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,SRC,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,SRC,RIE,7.867898331756158, Dekois,LightGBM_Ranker,SRC,AUPRC,0.5044866588902384, Dekois,LightGBM_Ranker,SRC,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,SRC,F1 score,0.1301775147928994, Dekois,LightGBM_Ranker,SRC,recall,0.7857142857142857, Dekois,LightGBM_Ranker,SRC,precision,0.07096774193548387, Dekois,LightGBM_Ranker,SRC,MCC,0.12427395320024001, Dekois,RandomForest,Thrombin,AUROC,0.883668903803132, Dekois,RandomForest,Thrombin,BEDROC,0.8041239791946126, Dekois,RandomForest,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,Thrombin,Enrichment factor 5%,14.53125, Dekois,RandomForest,Thrombin,RIE,11.195188668406896, Dekois,RandomForest,Thrombin,AUPRC,0.7415972939208, Dekois,RandomForest,Thrombin,accuracy,0.9612903225806452, Dekois,RandomForest,Thrombin,F1 score,0.0, Dekois,RandomForest,Thrombin,recall,0.0, Dekois,RandomForest,Thrombin,precision,0.0, Dekois,RandomForest,Thrombin,MCC,0.0, Dekois,LogisticRegression,Thrombin,AUROC,0.8811521252796419, Dekois,LogisticRegression,Thrombin,BEDROC,0.744326374195067, Dekois,LogisticRegression,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,Thrombin,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,Thrombin,RIE,10.36267343010039, Dekois,LogisticRegression,Thrombin,AUPRC,0.6745104623974023, Dekois,LogisticRegression,Thrombin,accuracy,0.9709677419354839, Dekois,LogisticRegression,Thrombin,F1 score,0.4, Dekois,LogisticRegression,Thrombin,recall,0.25, Dekois,LogisticRegression,Thrombin,precision,1.0, Dekois,LogisticRegression,Thrombin,MCC,0.49261649360530646, Dekois,SimilaritySearch_Mean,Thrombin,AUROC,0.8210290827740492, Dekois,SimilaritySearch_Mean,Thrombin,BEDROC,0.6276200161677001, Dekois,SimilaritySearch_Mean,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Mean,Thrombin,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,Thrombin,RIE,8.737862177780572, Dekois,SimilaritySearch_Mean,Thrombin,AUPRC,0.5449782676512668, Dekois,SimilaritySearch_Max,Thrombin,AUROC,0.8554250559284117, Dekois,SimilaritySearch_Max,Thrombin,BEDROC,0.7705498548593028, Dekois,SimilaritySearch_Max,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,SimilaritySearch_Max,Thrombin,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Max,Thrombin,RIE,10.727762420781175, Dekois,SimilaritySearch_Max,Thrombin,AUPRC,0.7055406948456411, Dekois,LightGBM_Ranker,Thrombin,AUROC,0.810682326621924, Dekois,LightGBM_Ranker,Thrombin,BEDROC,0.7265416072474983, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,Thrombin,RIE,10.11507004374916, Dekois,LightGBM_Ranker,Thrombin,AUPRC,0.6499002633871056, Dekois,LightGBM_Ranker,Thrombin,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,Thrombin,F1 score,0.11976047904191617, Dekois,LightGBM_Ranker,Thrombin,recall,0.8333333333333334, Dekois,LightGBM_Ranker,Thrombin,precision,0.06451612903225806, Dekois,LightGBM_Ranker,Thrombin,MCC,0.13378001241813023, Dekois,RandomForest,TIE2,AUROC,0.9826864535768646, Dekois,RandomForest,TIE2,BEDROC,0.8932178490952911, Dekois,RandomForest,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,RandomForest,TIE2,RIE,10.566995329300449, Dekois,RandomForest,TIE2,AUPRC,0.8406809817293892, Dekois,RandomForest,TIE2,accuracy,0.9419354838709677, Dekois,RandomForest,TIE2,F1 score,0.0, Dekois,RandomForest,TIE2,recall,0.0, Dekois,RandomForest,TIE2,precision,0.0, Dekois,RandomForest,TIE2,MCC,0.0, Dekois,LogisticRegression,TIE2,AUROC,0.9821156773211568, Dekois,LogisticRegression,TIE2,BEDROC,0.8775356794010999, Dekois,LogisticRegression,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,LogisticRegression,TIE2,RIE,10.38147125714014, Dekois,LogisticRegression,TIE2,AUPRC,0.8406746735694106, Dekois,LogisticRegression,TIE2,accuracy,0.964516129032258, Dekois,LogisticRegression,TIE2,F1 score,0.56, Dekois,LogisticRegression,TIE2,recall,0.3888888888888889, Dekois,LogisticRegression,TIE2,precision,1.0, Dekois,LogisticRegression,TIE2,MCC,0.6121852745814577, Dekois,SimilaritySearch_Mean,TIE2,AUROC,0.9657534246575342, Dekois,SimilaritySearch_Mean,TIE2,BEDROC,0.8380844965554672, Dekois,SimilaritySearch_Mean,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,SimilaritySearch_Mean,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,SimilaritySearch_Mean,TIE2,RIE,9.91475368962308, Dekois,SimilaritySearch_Mean,TIE2,AUPRC,0.7854924516863051, Dekois,SimilaritySearch_Max,TIE2,AUROC,0.9512937595129376, Dekois,SimilaritySearch_Max,TIE2,BEDROC,0.7526016300610485, Dekois,SimilaritySearch_Max,TIE2,Enrichment factor 1%,12.916666666666666, Dekois,SimilaritySearch_Max,TIE2,Enrichment factor 5%,11.840277777777779, Dekois,SimilaritySearch_Max,TIE2,RIE,8.903469549657746, Dekois,SimilaritySearch_Max,TIE2,AUPRC,0.6693101360217767, Dekois,LightGBM_Ranker,TIE2,AUROC,0.984779299847793, Dekois,LightGBM_Ranker,TIE2,BEDROC,0.8608660953897475, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,TIE2,RIE,10.184265821456709, Dekois,LightGBM_Ranker,TIE2,AUPRC,0.814771892790422, Dekois,LightGBM_Ranker,TIE2,accuracy,0.5580645161290323, Dekois,LightGBM_Ranker,TIE2,F1 score,0.20809248554913296, Dekois,LightGBM_Ranker,TIE2,recall,1.0, Dekois,LightGBM_Ranker,TIE2,precision,0.11612903225806452, Dekois,LightGBM_Ranker,TIE2,MCC,0.24828176658071038, Dekois,RandomForest,TK,AUROC,0.9576547231270358, Dekois,RandomForest,TK,BEDROC,0.716604505183907, Dekois,RandomForest,TK,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,TK,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,TK,RIE,13.030428587066195, Dekois,RandomForest,TK,AUPRC,0.6893939393939393, Dekois,RandomForest,TK,accuracy,0.9967741935483871, Dekois,RandomForest,TK,F1 score,0.8, Dekois,RandomForest,TK,recall,0.6666666666666666, Dekois,RandomForest,TK,precision,1.0, Dekois,RandomForest,TK,MCC,0.8151700218372634, Dekois,LogisticRegression,TK,AUROC,0.993485342019544, Dekois,LogisticRegression,TK,BEDROC,0.8998322101975117, Dekois,LogisticRegression,TK,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,TK,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TK,RIE,16.362162478978277, Dekois,LogisticRegression,TK,AUPRC,0.7777777777777777, Dekois,LogisticRegression,TK,accuracy,0.9967741935483871, Dekois,LogisticRegression,TK,F1 score,0.8, Dekois,LogisticRegression,TK,recall,0.6666666666666666, Dekois,LogisticRegression,TK,precision,1.0, Dekois,LogisticRegression,TK,MCC,0.8151700218372634, Dekois,SimilaritySearch_Mean,TK,AUROC,0.9391965255157437, Dekois,SimilaritySearch_Mean,TK,BEDROC,0.6963438370749817, Dekois,SimilaritySearch_Mean,TK,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Mean,TK,Enrichment factor 5%,12.916666666666666, Dekois,SimilaritySearch_Mean,TK,RIE,12.662017300103471, Dekois,SimilaritySearch_Mean,TK,AUPRC,0.6836158192090396, Dekois,SimilaritySearch_Max,TK,AUROC,0.997828447339848, Dekois,SimilaritySearch_Max,TK,BEDROC,0.9622220894697342, Dekois,SimilaritySearch_Max,TK,Enrichment factor 1%,51.666666666666664, Dekois,SimilaritySearch_Max,TK,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,TK,RIE,17.496633247294305, Dekois,SimilaritySearch_Max,TK,AUPRC,0.8666666666666667, Dekois,LightGBM_Ranker,TK,AUROC,0.8360477741585233, Dekois,LightGBM_Ranker,TK,BEDROC,0.6879444762544591, Dekois,LightGBM_Ranker,TK,Enrichment factor 1%,51.666666666666664, Dekois,LightGBM_Ranker,TK,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,TK,RIE,12.509286930457375, Dekois,LightGBM_Ranker,TK,AUPRC,0.6731601731601731, Dekois,LightGBM_Ranker,TK,accuracy,0.5096774193548387, Dekois,LightGBM_Ranker,TK,F1 score,0.0379746835443038, Dekois,LightGBM_Ranker,TK,recall,1.0, Dekois,LightGBM_Ranker,TK,precision,0.01935483870967742, Dekois,LightGBM_Ranker,TK,MCC,0.09885336094784052, Dekois,RandomForest,TPA,AUROC,1.0, Dekois,RandomForest,TPA,BEDROC,1.0000000000000004, Dekois,RandomForest,TPA,Enrichment factor 1%,62.0, Dekois,RandomForest,TPA,Enrichment factor 5%,19.375, Dekois,RandomForest,TPA,RIE,17.094793796833716, Dekois,RandomForest,TPA,AUPRC,1.0, Dekois,RandomForest,TPA,accuracy,0.9903225806451613, Dekois,RandomForest,TPA,F1 score,0.5714285714285714, Dekois,RandomForest,TPA,recall,0.4, Dekois,RandomForest,TPA,precision,1.0, Dekois,RandomForest,TPA,MCC,0.6293678543617366, Dekois,LogisticRegression,TPA,AUROC,1.0, Dekois,LogisticRegression,TPA,BEDROC,1.0000000000000004, Dekois,LogisticRegression,TPA,Enrichment factor 1%,62.0, Dekois,LogisticRegression,TPA,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TPA,RIE,17.094793796833716, Dekois,LogisticRegression,TPA,AUPRC,1.0, Dekois,LogisticRegression,TPA,accuracy,0.9935483870967742, Dekois,LogisticRegression,TPA,F1 score,0.75, Dekois,LogisticRegression,TPA,recall,0.6, Dekois,LogisticRegression,TPA,precision,1.0, Dekois,LogisticRegression,TPA,MCC,0.7720694303051548, Dekois,SimilaritySearch_Mean,TPA,AUROC,0.9790163934426229, Dekois,SimilaritySearch_Mean,TPA,BEDROC,0.8190369298880763, Dekois,SimilaritySearch_Mean,TPA,Enrichment factor 1%,46.5, Dekois,SimilaritySearch_Mean,TPA,Enrichment factor 5%,15.5, Dekois,SimilaritySearch_Mean,TPA,RIE,14.00126743723199, Dekois,SimilaritySearch_Mean,TPA,AUPRC,0.7436974789915967, Dekois,SimilaritySearch_Max,TPA,AUROC,1.0, Dekois,SimilaritySearch_Max,TPA,BEDROC,1.0000000000000004, Dekois,SimilaritySearch_Max,TPA,Enrichment factor 1%,62.0, Dekois,SimilaritySearch_Max,TPA,Enrichment factor 5%,19.375, Dekois,SimilaritySearch_Max,TPA,RIE,17.094793796833716, Dekois,SimilaritySearch_Max,TPA,AUPRC,1.0, Dekois,LightGBM_Ranker,TPA,AUROC,0.9875409836065574, Dekois,LightGBM_Ranker,TPA,BEDROC,0.8763240453523986, Dekois,LightGBM_Ranker,TPA,Enrichment factor 1%,62.0, Dekois,LightGBM_Ranker,TPA,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,TPA,RIE,14.980578860523053, Dekois,LightGBM_Ranker,TPA,AUPRC,0.8416666666666666, Dekois,LightGBM_Ranker,TPA,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,TPA,F1 score,0.0625, Dekois,LightGBM_Ranker,TPA,recall,1.0, Dekois,LightGBM_Ranker,TPA,precision,0.03225806451612903, Dekois,LightGBM_Ranker,TPA,MCC,0.12803687993289598, Dekois,RandomForest,VEGFR1,AUROC,0.9545068027210883, Dekois,RandomForest,VEGFR1,BEDROC,0.7790576400826035, Dekois,RandomForest,VEGFR1,Enrichment factor 1%,19.375, Dekois,RandomForest,VEGFR1,Enrichment factor 5%,12.109375, Dekois,RandomForest,VEGFR1,RIE,9.717646849683682, Dekois,RandomForest,VEGFR1,AUPRC,0.6937376514831182, Dekois,RandomForest,VEGFR1,accuracy,0.9483870967741935, Dekois,RandomForest,VEGFR1,F1 score,0.0, Dekois,RandomForest,VEGFR1,recall,0.0, Dekois,RandomForest,VEGFR1,precision,0.0, Dekois,RandomForest,VEGFR1,MCC,0.0, Dekois,LogisticRegression,VEGFR1,AUROC,0.9179421768707483, Dekois,LogisticRegression,VEGFR1,BEDROC,0.7064886804391202, Dekois,LogisticRegression,VEGFR1,Enrichment factor 1%,19.375, Dekois,LogisticRegression,VEGFR1,Enrichment factor 5%,8.4765625, Dekois,LogisticRegression,VEGFR1,RIE,8.812451289632886, Dekois,LogisticRegression,VEGFR1,AUPRC,0.6304687204980174, Dekois,LogisticRegression,VEGFR1,accuracy,0.9548387096774194, Dekois,LogisticRegression,VEGFR1,F1 score,0.2222222222222222, Dekois,LogisticRegression,VEGFR1,recall,0.125, Dekois,LogisticRegression,VEGFR1,precision,1.0, Dekois,LogisticRegression,VEGFR1,MCC,0.3454246398538787, Dekois,SimilaritySearch_Mean,VEGFR1,AUROC,0.9357993197278912, Dekois,SimilaritySearch_Mean,VEGFR1,BEDROC,0.6682705974764018, Dekois,SimilaritySearch_Mean,VEGFR1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Mean,VEGFR1,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Mean,VEGFR1,RIE,8.335734533853788, Dekois,SimilaritySearch_Mean,VEGFR1,AUPRC,0.5906682463231349, Dekois,SimilaritySearch_Max,VEGFR1,AUROC,0.9034863945578231, Dekois,SimilaritySearch_Max,VEGFR1,BEDROC,0.6530469167237549, Dekois,SimilaritySearch_Max,VEGFR1,Enrichment factor 1%,19.375, Dekois,SimilaritySearch_Max,VEGFR1,Enrichment factor 5%,9.6875, Dekois,SimilaritySearch_Max,VEGFR1,RIE,8.145840558624888, Dekois,SimilaritySearch_Max,VEGFR1,AUPRC,0.5621506071721669, Dekois,LightGBM_Ranker,VEGFR1,AUROC,0.916028911564626, Dekois,LightGBM_Ranker,VEGFR1,BEDROC,0.6405277708002161, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 5%,8.4765625, Dekois,LightGBM_Ranker,VEGFR1,RIE,7.989681846121793, Dekois,LightGBM_Ranker,VEGFR1,AUPRC,0.5496413092022123, Dekois,LightGBM_Ranker,VEGFR1,accuracy,0.5451612903225806, Dekois,LightGBM_Ranker,VEGFR1,F1 score,0.17543859649122806, Dekois,LightGBM_Ranker,VEGFR1,recall,0.9375, Dekois,LightGBM_Ranker,VEGFR1,precision,0.0967741935483871, Dekois,LightGBM_Ranker,VEGFR1,MCC,0.20412414523193148, Dekois,RandomForest,VEGFR2,AUROC,0.9596466572977315, Dekois,RandomForest,VEGFR2,BEDROC,0.8814421930462961, Dekois,RandomForest,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,RandomForest,VEGFR2,Enrichment factor 5%,14.816176470588236, Dekois,RandomForest,VEGFR2,RIE,10.705714613039765, Dekois,RandomForest,VEGFR2,AUPRC,0.8167381964440789, Dekois,RandomForest,VEGFR2,accuracy,0.9451612903225807, Dekois,RandomForest,VEGFR2,F1 score,0.0, Dekois,RandomForest,VEGFR2,recall,0.0, Dekois,RandomForest,VEGFR2,precision,0.0, Dekois,RandomForest,VEGFR2,MCC,0.0, Dekois,LogisticRegression,VEGFR2,AUROC,0.9572375025095362, Dekois,LogisticRegression,VEGFR2,BEDROC,0.7913993479801603, Dekois,LogisticRegression,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LogisticRegression,VEGFR2,Enrichment factor 5%,11.397058823529411, Dekois,LogisticRegression,VEGFR2,RIE,9.61208305889023, Dekois,LogisticRegression,VEGFR2,AUPRC,0.7274240670977116, Dekois,LogisticRegression,VEGFR2,accuracy,0.9451612903225807, Dekois,LogisticRegression,VEGFR2,F1 score,0.0, Dekois,LogisticRegression,VEGFR2,recall,0.0, Dekois,LogisticRegression,VEGFR2,precision,0.0, Dekois,LogisticRegression,VEGFR2,MCC,0.0, Dekois,SimilaritySearch_Mean,VEGFR2,AUROC,0.8968078699056414, Dekois,SimilaritySearch_Mean,VEGFR2,BEDROC,0.6602618077890686, Dekois,SimilaritySearch_Mean,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,SimilaritySearch_Mean,VEGFR2,Enrichment factor 5%,9.117647058823529, Dekois,SimilaritySearch_Mean,VEGFR2,RIE,8.019328500977352, Dekois,SimilaritySearch_Mean,VEGFR2,AUPRC,0.5773919401022153, Dekois,SimilaritySearch_Max,VEGFR2,AUROC,0.9428829552298735, Dekois,SimilaritySearch_Max,VEGFR2,BEDROC,0.7701034169428194, Dekois,SimilaritySearch_Max,VEGFR2,Enrichment factor 1%,13.676470588235293, Dekois,SimilaritySearch_Max,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,SimilaritySearch_Max,VEGFR2,RIE,9.353429501904971, Dekois,SimilaritySearch_Max,VEGFR2,AUPRC,0.6597615358692607, Dekois,LightGBM_Ranker,VEGFR2,AUROC,0.961654286287894, Dekois,LightGBM_Ranker,VEGFR2,BEDROC,0.7795044549804679, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,LightGBM_Ranker,VEGFR2,RIE,9.46761149862199, Dekois,LightGBM_Ranker,VEGFR2,AUPRC,0.7173768114539574, Dekois,LightGBM_Ranker,VEGFR2,accuracy,0.5548387096774193, Dekois,LightGBM_Ranker,VEGFR2,F1 score,0.19767441860465115, Dekois,LightGBM_Ranker,VEGFR2,recall,1.0, Dekois,LightGBM_Ranker,VEGFR2,precision,0.10967741935483871, Dekois,LightGBM_Ranker,VEGFR2,MCC,0.24087440257466058, DUD-E,RandomForest,abl1,AUROC,0.9584159522922102, DUD-E,RandomForest,abl1,BEDROC,0.8984258363985436, DUD-E,RandomForest,abl1,Enrichment factor 1%,54.66, DUD-E,RandomForest,abl1,Enrichment factor 5%,17.156058394160585, DUD-E,RandomForest,abl1,RIE,15.047986660629508, DUD-E,RandomForest,abl1,AUPRC,0.8693680535122131, DUD-E,RandomForest,abl1,accuracy,0.9853640687888767, DUD-E,RandomForest,abl1,F1 score,0.3333333333333333, DUD-E,RandomForest,abl1,recall,0.2, DUD-E,RandomForest,abl1,precision,1.0, DUD-E,RandomForest,abl1,MCC,0.4439167308179657, DUD-E,LogisticRegression,abl1,AUROC,0.960685799478196, DUD-E,LogisticRegression,abl1,BEDROC,0.8974423254034147, DUD-E,LogisticRegression,abl1,Enrichment factor 1%,54.66, DUD-E,LogisticRegression,abl1,Enrichment factor 5%,17.954014598540144, DUD-E,LogisticRegression,abl1,RIE,15.031513558803258, DUD-E,LogisticRegression,abl1,AUPRC,0.8476603485358554, DUD-E,LogisticRegression,abl1,accuracy,0.9890230515916575, DUD-E,LogisticRegression,abl1,F1 score,0.5714285714285714, DUD-E,LogisticRegression,abl1,recall,0.4, DUD-E,LogisticRegression,abl1,precision,1.0, DUD-E,LogisticRegression,abl1,MCC,0.62894900603558, DUD-E,SimilaritySearch_Mean,abl1,AUROC,0.8331420052180395, DUD-E,SimilaritySearch_Mean,abl1,BEDROC,0.6581587138748038, DUD-E,SimilaritySearch_Mean,abl1,Enrichment factor 1%,44.89928571428572, DUD-E,SimilaritySearch_Mean,abl1,Enrichment factor 5%,12.368321167883211, DUD-E,SimilaritySearch_Mean,abl1,RIE,11.02368515872809, DUD-E,SimilaritySearch_Mean,abl1,AUPRC,0.5720320085667319, DUD-E,SimilaritySearch_Max,abl1,AUROC,0.9457174804323518, DUD-E,SimilaritySearch_Max,abl1,BEDROC,0.9103389455229647, DUD-E,SimilaritySearch_Max,abl1,Enrichment factor 1%,54.66, DUD-E,SimilaritySearch_Max,abl1,Enrichment factor 5%,17.954014598540144, DUD-E,SimilaritySearch_Max,abl1,RIE,15.247522670542752, DUD-E,SimilaritySearch_Max,abl1,AUPRC,0.8718362320831086, DUD-E,LightGBM_Ranker,abl1,AUROC,0.7805628028326499, DUD-E,LightGBM_Ranker,abl1,BEDROC,0.5242536872901731, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 1%,35.138571428571424, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 5%,10.373430656934307, DUD-E,LightGBM_Ranker,abl1,RIE,8.780872268073711, DUD-E,LightGBM_Ranker,abl1,AUPRC,0.40333782267068413, DUD-E,LightGBM_Ranker,abl1,accuracy,0.5118916941090377, DUD-E,LightGBM_Ranker,abl1,F1 score,0.05790960451977401, DUD-E,LightGBM_Ranker,abl1,recall,0.82, DUD-E,LightGBM_Ranker,abl1,precision,0.030014641288433383, DUD-E,LightGBM_Ranker,abl1,MCC,0.0874184075766933, DUD-E,RandomForest,ampc,AUROC,0.7520176387386639, DUD-E,RandomForest,ampc,BEDROC,0.5240979351891483, DUD-E,RandomForest,ampc,Enrichment factor 1%,37.26470588235294, DUD-E,RandomForest,ampc,Enrichment factor 5%,9.208267090620032, DUD-E,RandomForest,ampc,RIE,8.364705542384103, DUD-E,RandomForest,ampc,AUPRC,0.450351768377276, DUD-E,RandomForest,ampc,accuracy,0.9792817679558011, DUD-E,RandomForest,ampc,F1 score,0.21052631578947367, DUD-E,RandomForest,ampc,recall,0.11764705882352941, DUD-E,RandomForest,ampc,precision,1.0, DUD-E,RandomForest,ampc,MCC,0.3394154796863888, DUD-E,LogisticRegression,ampc,AUROC,0.8316831683168316, DUD-E,LogisticRegression,ampc,BEDROC,0.5406394956752602, DUD-E,LogisticRegression,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,LogisticRegression,ampc,Enrichment factor 5%,10.359300476947535, DUD-E,LogisticRegression,ampc,RIE,8.628712081081137, DUD-E,LogisticRegression,ampc,AUPRC,0.4443760802468253, DUD-E,LogisticRegression,ampc,accuracy,0.9792817679558011, DUD-E,LogisticRegression,ampc,F1 score,0.21052631578947367, DUD-E,LogisticRegression,ampc,recall,0.11764705882352941, DUD-E,LogisticRegression,ampc,precision,1.0, DUD-E,LogisticRegression,ampc,MCC,0.3394154796863888, DUD-E,SimilaritySearch_Mean,ampc,AUROC,0.7782677427406607, DUD-E,SimilaritySearch_Mean,ampc,BEDROC,0.5806355939328788, DUD-E,SimilaritySearch_Mean,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,SimilaritySearch_Mean,ampc,Enrichment factor 5%,10.359300476947535, DUD-E,SimilaritySearch_Mean,ampc,RIE,9.267057627213, DUD-E,SimilaritySearch_Mean,ampc,AUPRC,0.49086834858448936, DUD-E,SimilaritySearch_Max,ampc,AUROC,0.8517763541059988, DUD-E,SimilaritySearch_Max,ampc,BEDROC,0.6771007742254742, DUD-E,SimilaritySearch_Max,ampc,Enrichment factor 1%,37.26470588235294, DUD-E,SimilaritySearch_Max,ampc,Enrichment factor 5%,12.661367249602545, DUD-E,SimilaritySearch_Max,ampc,RIE,10.806660760497524, DUD-E,SimilaritySearch_Max,ampc,AUPRC,0.5715305435332559, DUD-E,LightGBM_Ranker,ampc,AUROC,0.6913220733838089, DUD-E,LightGBM_Ranker,ampc,BEDROC,0.37831264196098896, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 1%,26.61764705882353, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 5%,5.75516693163752, DUD-E,LightGBM_Ranker,ampc,RIE,6.037943766165187, DUD-E,LightGBM_Ranker,ampc,AUPRC,0.3165571880000418, DUD-E,LightGBM_Ranker,ampc,accuracy,0.5096685082872928, DUD-E,LightGBM_Ranker,ampc,F1 score,0.0633245382585752, DUD-E,LightGBM_Ranker,ampc,recall,0.7058823529411765, DUD-E,LightGBM_Ranker,ampc,precision,0.03314917127071823, DUD-E,LightGBM_Ranker,ampc,MCC,0.063850436772687, DUD-E,RandomForest,aofb,AUROC,0.918826530612245, DUD-E,RandomForest,aofb,BEDROC,0.7623453581653368, DUD-E,RandomForest,aofb,Enrichment factor 1%,41.4375, DUD-E,RandomForest,aofb,Enrichment factor 5%,14.458806818181818, DUD-E,RandomForest,aofb,RIE,12.24477657891826, DUD-E,RandomForest,aofb,AUPRC,0.6730358391553015, DUD-E,RandomForest,aofb,accuracy,0.9806267806267807, DUD-E,RandomForest,aofb,F1 score,0.2608695652173913, DUD-E,RandomForest,aofb,recall,0.15, DUD-E,RandomForest,aofb,precision,1.0, DUD-E,RandomForest,aofb,MCC,0.38351538173513233, DUD-E,LogisticRegression,aofb,AUROC,0.9554081632653062, DUD-E,LogisticRegression,aofb,BEDROC,0.800065472075896, DUD-E,LogisticRegression,aofb,Enrichment factor 1%,41.4375, DUD-E,LogisticRegression,aofb,Enrichment factor 5%,15.45596590909091, DUD-E,LogisticRegression,aofb,RIE,12.850636325356225, DUD-E,LogisticRegression,aofb,AUPRC,0.6953108903133314, DUD-E,LogisticRegression,aofb,accuracy,0.9834757834757835, DUD-E,LogisticRegression,aofb,F1 score,0.43137254901960786, DUD-E,LogisticRegression,aofb,recall,0.275, DUD-E,LogisticRegression,aofb,precision,1.0, DUD-E,LogisticRegression,aofb,MCC,0.5200261329001481, DUD-E,SimilaritySearch_Mean,aofb,AUROC,0.8880029154518951, DUD-E,SimilaritySearch_Mean,aofb,BEDROC,0.574147246651738, DUD-E,SimilaritySearch_Mean,aofb,Enrichment factor 1%,26.8125, DUD-E,SimilaritySearch_Mean,aofb,Enrichment factor 5%,10.470170454545455, DUD-E,SimilaritySearch_Mean,aofb,RIE,9.221942120037841, DUD-E,SimilaritySearch_Mean,aofb,AUPRC,0.42551540061977744, DUD-E,SimilaritySearch_Max,aofb,AUROC,0.9429154518950438, DUD-E,SimilaritySearch_Max,aofb,BEDROC,0.8562965736050985, DUD-E,SimilaritySearch_Max,aofb,Enrichment factor 1%,43.875, DUD-E,SimilaritySearch_Max,aofb,Enrichment factor 5%,16.951704545454547, DUD-E,SimilaritySearch_Max,aofb,RIE,13.753819200020697, DUD-E,SimilaritySearch_Max,aofb,AUPRC,0.7935066464825938, DUD-E,LightGBM_Ranker,aofb,AUROC,0.7074489795918367, DUD-E,LightGBM_Ranker,aofb,BEDROC,0.2610121214698892, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 1%,12.1875, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 5%,3.9886363636363633, DUD-E,LightGBM_Ranker,aofb,RIE,4.192371742987964, DUD-E,LightGBM_Ranker,aofb,AUPRC,0.17300199849835832, DUD-E,LightGBM_Ranker,aofb,accuracy,0.5128205128205128, DUD-E,LightGBM_Ranker,aofb,F1 score,0.06761177753544166, DUD-E,LightGBM_Ranker,aofb,recall,0.775, DUD-E,LightGBM_Ranker,aofb,precision,0.03534777651083238, DUD-E,LightGBM_Ranker,aofb,MCC,0.08408342431251727, DUD-E,RandomForest,cp3a4,AUROC,0.900361155864434, DUD-E,RandomForest,cp3a4,BEDROC,0.7511087838977059, DUD-E,RandomForest,cp3a4,Enrichment factor 1%,36.04819277108434, DUD-E,RandomForest,cp3a4,Enrichment factor 5%,14.17895582329317, DUD-E,RandomForest,cp3a4,RIE,11.529558637901983, DUD-E,RandomForest,cp3a4,AUPRC,0.6657050922325194, DUD-E,RandomForest,cp3a4,accuracy,0.9749331550802139, DUD-E,RandomForest,cp3a4,F1 score,0.17582417582417584, DUD-E,RandomForest,cp3a4,recall,0.0963855421686747, DUD-E,RandomForest,cp3a4,precision,1.0, DUD-E,RandomForest,cp3a4,MCC,0.30653382081019087, DUD-E,LogisticRegression,cp3a4,AUROC,0.9247412475615766, DUD-E,LogisticRegression,cp3a4,BEDROC,0.7077949388225515, DUD-E,LogisticRegression,cp3a4,Enrichment factor 1%,33.64497991967871, DUD-E,LogisticRegression,cp3a4,Enrichment factor 5%,13.457991967871486, DUD-E,LogisticRegression,cp3a4,RIE,10.864688881421676, DUD-E,LogisticRegression,cp3a4,AUPRC,0.5990332707559166, DUD-E,LogisticRegression,cp3a4,accuracy,0.9742647058823529, DUD-E,LogisticRegression,cp3a4,F1 score,0.1348314606741573, DUD-E,LogisticRegression,cp3a4,recall,0.07228915662650602, DUD-E,LogisticRegression,cp3a4,precision,1.0, DUD-E,LogisticRegression,cp3a4,MCC,0.26537715747367896, DUD-E,SimilaritySearch_Mean,cp3a4,AUROC,0.8126835288903982, DUD-E,SimilaritySearch_Mean,cp3a4,BEDROC,0.48749060521147025, DUD-E,SimilaritySearch_Mean,cp3a4,Enrichment factor 1%,25.23373493975904, DUD-E,SimilaritySearch_Mean,cp3a4,Enrichment factor 5%,8.170923694779116, DUD-E,SimilaritySearch_Mean,cp3a4,RIE,7.483005994912578, DUD-E,SimilaritySearch_Mean,cp3a4,AUPRC,0.3601866914920003, DUD-E,SimilaritySearch_Max,cp3a4,AUROC,0.914879870116423, DUD-E,SimilaritySearch_Max,cp3a4,BEDROC,0.7698422233217808, DUD-E,SimilaritySearch_Max,cp3a4,Enrichment factor 1%,36.04819277108434, DUD-E,SimilaritySearch_Max,cp3a4,Enrichment factor 5%,14.17895582329317, DUD-E,SimilaritySearch_Max,cp3a4,RIE,11.817117899526343, DUD-E,SimilaritySearch_Max,cp3a4,AUPRC,0.7028754509656954, DUD-E,LightGBM_Ranker,cp3a4,AUROC,0.810380746085062, DUD-E,LightGBM_Ranker,cp3a4,BEDROC,0.510336280613853, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 1%,28.83855421686747, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 5%,8.891887550200803, DUD-E,LightGBM_Ranker,cp3a4,RIE,7.833688290955681, DUD-E,LightGBM_Ranker,cp3a4,AUPRC,0.3782568176162034, DUD-E,LightGBM_Ranker,cp3a4,accuracy,0.5190508021390374, DUD-E,LightGBM_Ranker,cp3a4,F1 score,0.08866371120962635, DUD-E,LightGBM_Ranker,cp3a4,recall,0.8433734939759037, DUD-E,LightGBM_Ranker,cp3a4,precision,0.04679144385026738, DUD-E,LightGBM_Ranker,cp3a4,MCC,0.11600159182839499, DUD-E,RandomForest,csf1r,AUROC,0.9811792767252664, DUD-E,RandomForest,csf1r,BEDROC,0.9205680989249799, DUD-E,RandomForest,csf1r,Enrichment factor 1%,72.65145554681352, DUD-E,RandomForest,csf1r,Enrichment factor 5%,18.037060500475135, DUD-E,RandomForest,csf1r,RIE,16.162925002483906, DUD-E,RandomForest,csf1r,AUPRC,0.8704328066748535, DUD-E,RandomForest,csf1r,accuracy,0.9892787524366472, DUD-E,RandomForest,csf1r,F1 score,0.32653061224489793, DUD-E,RandomForest,csf1r,recall,0.1951219512195122, DUD-E,RandomForest,csf1r,precision,1.0, DUD-E,RandomForest,csf1r,MCC,0.4393455919182524, DUD-E,LogisticRegression,csf1r,AUROC,0.9814804404217898, DUD-E,LogisticRegression,csf1r,BEDROC,0.8724550837692501, DUD-E,LogisticRegression,csf1r,Enrichment factor 1%,65.38630999213218, DUD-E,LogisticRegression,csf1r,Enrichment factor 5%,18.037060500475135, DUD-E,LogisticRegression,csf1r,RIE,15.318178096480011, DUD-E,LogisticRegression,csf1r,AUPRC,0.7899355305045519, DUD-E,LogisticRegression,csf1r,accuracy,0.9915529564652371, DUD-E,LogisticRegression,csf1r,F1 score,0.5357142857142857, DUD-E,LogisticRegression,csf1r,recall,0.36585365853658536, DUD-E,LogisticRegression,csf1r,precision,1.0, DUD-E,LogisticRegression,csf1r,MCC,0.6022857649510086, DUD-E,SimilaritySearch_Mean,csf1r,AUROC,0.8534497297557764, DUD-E,SimilaritySearch_Mean,csf1r,BEDROC,0.6743523593795641, DUD-E,SimilaritySearch_Mean,csf1r,Enrichment factor 1%,55.69944925255704, DUD-E,SimilaritySearch_Mean,csf1r,Enrichment factor 5%,13.162179284130502, DUD-E,SimilaritySearch_Mean,csf1r,RIE,11.839978633040227, DUD-E,SimilaritySearch_Mean,csf1r,AUPRC,0.5809383467955413, DUD-E,SimilaritySearch_Max,csf1r,AUROC,0.9801191805135041, DUD-E,SimilaritySearch_Max,csf1r,BEDROC,0.8990132204851441, DUD-E,SimilaritySearch_Max,csf1r,Enrichment factor 1%,70.22974036191975, DUD-E,SimilaritySearch_Max,csf1r,Enrichment factor 5%,18.037060500475135, DUD-E,SimilaritySearch_Max,csf1r,RIE,15.784474040464477, DUD-E,SimilaritySearch_Max,csf1r,AUPRC,0.847136533693767, DUD-E,LightGBM_Ranker,csf1r,AUROC,0.9170555024615112, DUD-E,LightGBM_Ranker,csf1r,BEDROC,0.6892758637212117, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 1%,46.01258851298191, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 5%,14.13715552739943, DUD-E,LightGBM_Ranker,csf1r,RIE,12.101998880130088, DUD-E,LightGBM_Ranker,csf1r,AUPRC,0.5060202833032506, DUD-E,LightGBM_Ranker,csf1r,accuracy,0.5120207927225471, DUD-E,LightGBM_Ranker,csf1r,F1 score,0.049367088607594936, DUD-E,LightGBM_Ranker,csf1r,recall,0.9512195121951219, DUD-E,LightGBM_Ranker,csf1r,precision,0.025341130604288498, DUD-E,LightGBM_Ranker,csf1r,MCC,0.10485457873206917, DUD-E,RandomForest,fabp4,AUROC,0.7807568438003221, DUD-E,RandomForest,fabp4,BEDROC,0.6948450903233733, DUD-E,RandomForest,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,RandomForest,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,RandomForest,fabp4,RIE,12.251789739952674, DUD-E,RandomForest,fabp4,AUPRC,0.6719923502666008, DUD-E,RandomForest,fabp4,accuracy,0.9928469241773963, DUD-E,RandomForest,fabp4,F1 score,0.6153846153846154, DUD-E,RandomForest,fabp4,recall,0.4444444444444444, DUD-E,RandomForest,fabp4,precision,1.0, DUD-E,RandomForest,fabp4,MCC,0.6642642564507605, DUD-E,LogisticRegression,fabp4,AUROC,0.9127214170692433, DUD-E,LogisticRegression,fabp4,BEDROC,0.7348229965971311, DUD-E,LogisticRegression,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,LogisticRegression,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,LogisticRegression,fabp4,RIE,12.956696354176595, DUD-E,LogisticRegression,fabp4,AUPRC,0.6931582238899313, DUD-E,LogisticRegression,fabp4,accuracy,0.994277539341917, DUD-E,LogisticRegression,fabp4,F1 score,0.7142857142857143, DUD-E,LogisticRegression,fabp4,recall,0.5555555555555556, DUD-E,LogisticRegression,fabp4,precision,1.0, DUD-E,LogisticRegression,fabp4,MCC,0.7432048884688502, DUD-E,SimilaritySearch_Mean,fabp4,AUROC,0.8679549114331723, DUD-E,SimilaritySearch_Mean,fabp4,BEDROC,0.616957253109719, DUD-E,SimilaritySearch_Mean,fabp4,Enrichment factor 1%,55.476190476190474, DUD-E,SimilaritySearch_Mean,fabp4,Enrichment factor 5%,11.095238095238095, DUD-E,SimilaritySearch_Mean,fabp4,RIE,10.87843988907415, DUD-E,SimilaritySearch_Mean,fabp4,AUPRC,0.5794179159261975, DUD-E,SimilaritySearch_Max,fabp4,AUROC,0.8820450885668276, DUD-E,SimilaritySearch_Max,fabp4,BEDROC,0.706144228048378, DUD-E,SimilaritySearch_Max,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,SimilaritySearch_Max,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,SimilaritySearch_Max,fabp4,RIE,12.451020706748228, DUD-E,SimilaritySearch_Max,fabp4,AUPRC,0.6812788025474591, DUD-E,LightGBM_Ranker,fabp4,AUROC,0.8505636070853463, DUD-E,LightGBM_Ranker,fabp4,BEDROC,0.6227227945624859, DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 1%,44.38095238095238, DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 5%,11.095238095238095, DUD-E,LightGBM_Ranker,fabp4,RIE,10.980100248093635, DUD-E,LightGBM_Ranker,fabp4,AUPRC,0.47520299671958643, DUD-E,LightGBM_Ranker,fabp4,accuracy,0.5107296137339056, DUD-E,LightGBM_Ranker,fabp4,F1 score,0.0446927374301676, DUD-E,LightGBM_Ranker,fabp4,recall,0.8888888888888888, DUD-E,LightGBM_Ranker,fabp4,precision,0.022922636103151862, DUD-E,LightGBM_Ranker,fabp4,MCC,0.08899196072356655, DUD-E,RandomForest,fak1,AUROC,0.878858024691358, DUD-E,RandomForest,fak1,BEDROC,0.6093212636209129, DUD-E,RandomForest,fak1,Enrichment factor 1%,48.64285714285714, DUD-E,RandomForest,fak1,Enrichment factor 5%,11.514492753623188, DUD-E,RandomForest,fak1,RIE,11.173114055769473, DUD-E,RandomForest,fak1,AUPRC,0.5114064898197264, DUD-E,RandomForest,fak1,accuracy,0.9941262848751835, DUD-E,RandomForest,fak1,F1 score,0.5, DUD-E,RandomForest,fak1,recall,0.3333333333333333, DUD-E,RandomForest,fak1,precision,1.0, DUD-E,RandomForest,fak1,MCC,0.5756471673400022, DUD-E,LogisticRegression,fak1,AUROC,0.9154938271604939, DUD-E,LogisticRegression,fak1,BEDROC,0.6880291926205286, DUD-E,LogisticRegression,fak1,Enrichment factor 1%,56.75, DUD-E,LogisticRegression,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,LogisticRegression,fak1,RIE,12.616380058062196, DUD-E,LogisticRegression,fak1,AUPRC,0.6074089872639229, DUD-E,LogisticRegression,fak1,accuracy,0.9941262848751835, DUD-E,LogisticRegression,fak1,F1 score,0.5, DUD-E,LogisticRegression,fak1,recall,0.3333333333333333, DUD-E,LogisticRegression,fak1,precision,1.0, DUD-E,LogisticRegression,fak1,MCC,0.5756471673400022, DUD-E,SimilaritySearch_Mean,fak1,AUROC,0.8830246913580246, DUD-E,SimilaritySearch_Mean,fak1,BEDROC,0.5985790877959242, DUD-E,SimilaritySearch_Mean,fak1,Enrichment factor 1%,40.535714285714285, DUD-E,SimilaritySearch_Mean,fak1,Enrichment factor 5%,11.514492753623188, DUD-E,SimilaritySearch_Mean,fak1,RIE,10.976134953969797, DUD-E,SimilaritySearch_Mean,fak1,AUPRC,0.44884095819846687, DUD-E,SimilaritySearch_Max,fak1,AUROC,0.8592592592592592, DUD-E,SimilaritySearch_Max,fak1,BEDROC,0.6177456151285236, DUD-E,SimilaritySearch_Max,fak1,Enrichment factor 1%,40.535714285714285, DUD-E,SimilaritySearch_Max,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,SimilaritySearch_Max,fak1,RIE,11.32759125110207, DUD-E,SimilaritySearch_Max,fak1,AUPRC,0.4873538785948423, DUD-E,LightGBM_Ranker,fak1,AUROC,0.6912962962962963, DUD-E,LightGBM_Ranker,fak1,BEDROC,0.37779792275509466, DUD-E,LightGBM_Ranker,fak1,Enrichment factor 1%,32.42857142857143, DUD-E,LightGBM_Ranker,fak1,Enrichment factor 5%,6.579710144927536, DUD-E,LightGBM_Ranker,fak1,RIE,6.9276743541290395, DUD-E,LightGBM_Ranker,fak1,AUPRC,0.31878977466699276, DUD-E,LightGBM_Ranker,fak1,accuracy,0.5044052863436124, DUD-E,LightGBM_Ranker,fak1,F1 score,0.025974025974025976, DUD-E,LightGBM_Ranker,fak1,recall,0.75, DUD-E,LightGBM_Ranker,fak1,precision,0.013215859030837005, DUD-E,LightGBM_Ranker,fak1,MCC,0.04714045207910317, DUD-E,RandomForest,gria2,AUROC,0.9952020870009395, DUD-E,RandomForest,gria2,BEDROC,0.956800905898144, DUD-E,RandomForest,gria2,Enrichment factor 1%,78.37837837837837, DUD-E,RandomForest,gria2,Enrichment factor 5%,19.45945945945946, DUD-E,RandomForest,gria2,RIE,16.95856293906004, DUD-E,RandomForest,gria2,AUPRC,0.9220929904554971, DUD-E,RandomForest,gria2,accuracy,0.9916666666666667, DUD-E,RandomForest,gria2,F1 score,0.4897959183673469, DUD-E,RandomForest,gria2,recall,0.32432432432432434, DUD-E,RandomForest,gria2,precision,1.0, DUD-E,RandomForest,gria2,MCC,0.5671073684884547, DUD-E,LogisticRegression,gria2,AUROC,0.9931588692979176, DUD-E,LogisticRegression,gria2,BEDROC,0.9614909553877007, DUD-E,LogisticRegression,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,LogisticRegression,gria2,Enrichment factor 5%,19.45945945945946, DUD-E,LogisticRegression,gria2,RIE,17.041690472433373, DUD-E,LogisticRegression,gria2,AUPRC,0.9327434824956108, DUD-E,LogisticRegression,gria2,accuracy,0.9956666666666667, DUD-E,LogisticRegression,gria2,F1 score,0.7868852459016393, DUD-E,LogisticRegression,gria2,recall,0.6486486486486487, DUD-E,LogisticRegression,gria2,precision,1.0, DUD-E,LogisticRegression,gria2,MCC,0.8036262626424788, DUD-E,SimilaritySearch_Mean,gria2,AUROC,0.8519761746221417, DUD-E,SimilaritySearch_Mean,gria2,BEDROC,0.646956889768121, DUD-E,SimilaritySearch_Mean,gria2,Enrichment factor 1%,45.945945945945944, DUD-E,SimilaritySearch_Mean,gria2,Enrichment factor 5%,12.972972972972974, DUD-E,SimilaritySearch_Mean,gria2,RIE,11.466815176327941, DUD-E,SimilaritySearch_Mean,gria2,AUPRC,0.49365763463239015, DUD-E,SimilaritySearch_Max,gria2,AUROC,0.983544800284591, DUD-E,SimilaritySearch_Max,gria2,BEDROC,0.9384021535323236, DUD-E,SimilaritySearch_Max,gria2,Enrichment factor 1%,78.37837837837837, DUD-E,SimilaritySearch_Max,gria2,Enrichment factor 5%,18.91891891891892, DUD-E,SimilaritySearch_Max,gria2,RIE,16.63245915172837, DUD-E,SimilaritySearch_Max,gria2,AUPRC,0.915914721607711, DUD-E,LightGBM_Ranker,gria2,AUROC,0.9265262562596347, DUD-E,LightGBM_Ranker,gria2,BEDROC,0.7304006731642512, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 1%,51.351351351351354, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 5%,15.135135135135135, DUD-E,LightGBM_Ranker,gria2,RIE,12.945792296826207, DUD-E,LightGBM_Ranker,gria2,AUPRC,0.5888412904400439, DUD-E,LightGBM_Ranker,gria2,accuracy,0.511, DUD-E,LightGBM_Ranker,gria2,F1 score,0.04554326610279766, DUD-E,LightGBM_Ranker,gria2,recall,0.9459459459459459, DUD-E,LightGBM_Ranker,gria2,precision,0.023333333333333334, DUD-E,LightGBM_Ranker,gria2,MCC,0.09966605128840865, DUD-E,RandomForest,hivint,AUROC,0.9554271961492178, DUD-E,RandomForest,hivint,BEDROC,0.8826999083304992, DUD-E,RandomForest,hivint,Enrichment factor 1%,67.48, DUD-E,RandomForest,hivint,Enrichment factor 5%,17.46541176470588, DUD-E,RandomForest,hivint,RIE,15.278211069575113, DUD-E,RandomForest,hivint,AUPRC,0.8239789835266292, DUD-E,RandomForest,hivint,accuracy,0.989330171902786, DUD-E,RandomForest,hivint,F1 score,0.4375, DUD-E,RandomForest,hivint,recall,0.28, DUD-E,RandomForest,hivint,precision,1.0, DUD-E,RandomForest,hivint,MCC,0.5263078946776306, DUD-E,LogisticRegression,hivint,AUROC,0.9812755716004813, DUD-E,LogisticRegression,hivint,BEDROC,0.901805013661467, DUD-E,LogisticRegression,hivint,Enrichment factor 1%,67.48, DUD-E,LogisticRegression,hivint,Enrichment factor 5%,17.46541176470588, DUD-E,LogisticRegression,hivint,RIE,15.608891777799432, DUD-E,LogisticRegression,hivint,AUPRC,0.8643538785666443, DUD-E,LogisticRegression,hivint,accuracy,0.988737403675163, DUD-E,LogisticRegression,hivint,F1 score,0.3870967741935484, DUD-E,LogisticRegression,hivint,recall,0.24, DUD-E,LogisticRegression,hivint,precision,1.0, DUD-E,LogisticRegression,hivint,MCC,0.4871214725002899, DUD-E,SimilaritySearch_Mean,hivint,AUROC,0.9194464500601685, DUD-E,SimilaritySearch_Mean,hivint,BEDROC,0.7713193420179439, DUD-E,SimilaritySearch_Mean,hivint,Enrichment factor 1%,51.60235294117647, DUD-E,SimilaritySearch_Mean,hivint,Enrichment factor 5%,15.083764705882354, DUD-E,SimilaritySearch_Mean,hivint,RIE,13.350380580676385, DUD-E,SimilaritySearch_Mean,hivint,AUPRC,0.6801423352276635, DUD-E,SimilaritySearch_Max,hivint,AUROC,0.9322141997593261, DUD-E,SimilaritySearch_Max,hivint,BEDROC,0.8173239163929253, DUD-E,SimilaritySearch_Max,hivint,Enrichment factor 1%,67.48, DUD-E,SimilaritySearch_Max,hivint,Enrichment factor 5%,15.877647058823529, DUD-E,SimilaritySearch_Max,hivint,RIE,14.146650738434605, DUD-E,SimilaritySearch_Max,hivint,AUPRC,0.775531041131119, DUD-E,LightGBM_Ranker,hivint,AUROC,0.8264139590854394, DUD-E,LightGBM_Ranker,hivint,BEDROC,0.4093468147219692, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 1%,23.816470588235294, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 5%,6.351058823529412, DUD-E,LightGBM_Ranker,hivint,RIE,7.085179232115404, DUD-E,LightGBM_Ranker,hivint,AUPRC,0.2606618957715024, DUD-E,LightGBM_Ranker,hivint,accuracy,0.5103734439834025, DUD-E,LightGBM_Ranker,hivint,F1 score,0.04838709677419355, DUD-E,LightGBM_Ranker,hivint,recall,0.84, DUD-E,LightGBM_Ranker,hivint,precision,0.02491103202846975, DUD-E,LightGBM_Ranker,hivint,MCC,0.08347220789228105, DUD-E,RandomForest,jak2,AUROC,0.9547299762817004, DUD-E,RandomForest,jak2,BEDROC,0.8367756470267299, DUD-E,RandomForest,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,RandomForest,jak2,Enrichment factor 5%,16.207942882641678, DUD-E,RandomForest,jak2,RIE,14.27413525081653, DUD-E,RandomForest,jak2,AUPRC,0.7772829647888073, DUD-E,RandomForest,jak2,accuracy,0.9866747425802543, DUD-E,RandomForest,jak2,F1 score,0.3125, DUD-E,RandomForest,jak2,recall,0.18518518518518517, DUD-E,RandomForest,jak2,precision,1.0, DUD-E,RandomForest,jak2,MCC,0.42744596038879334, DUD-E,LogisticRegression,jak2,AUROC,0.9589719029374202, DUD-E,LogisticRegression,jak2,BEDROC,0.8052922271257058, DUD-E,LogisticRegression,jak2,Enrichment factor 1%,57.551198257080614, DUD-E,LogisticRegression,jak2,Enrichment factor 5%,15.471218206157964, DUD-E,LogisticRegression,jak2,RIE,13.737075414184048, DUD-E,LogisticRegression,jak2,AUPRC,0.7282412133867717, DUD-E,LogisticRegression,jak2,accuracy,0.9921259842519685, DUD-E,LogisticRegression,jak2,F1 score,0.6829268292682927, DUD-E,LogisticRegression,jak2,recall,0.5185185185185185, DUD-E,LogisticRegression,jak2,precision,1.0, DUD-E,LogisticRegression,jak2,MCC,0.7172173856636156, DUD-E,SimilaritySearch_Mean,jak2,AUROC,0.8971674876847291, DUD-E,SimilaritySearch_Mean,jak2,BEDROC,0.6972604948749317, DUD-E,SimilaritySearch_Mean,jak2,Enrichment factor 1%,50.35729847494554, DUD-E,SimilaritySearch_Mean,jak2,Enrichment factor 5%,13.99776885319054, DUD-E,SimilaritySearch_Mean,jak2,RIE,11.894216390096975, DUD-E,SimilaritySearch_Mean,jak2,AUPRC,0.6008662015671906, DUD-E,SimilaritySearch_Max,jak2,AUROC,0.9320265462506843, DUD-E,SimilaritySearch_Max,jak2,BEDROC,0.7982040758119457, DUD-E,SimilaritySearch_Max,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,SimilaritySearch_Max,jak2,Enrichment factor 5%,15.471218206157964, DUD-E,SimilaritySearch_Max,jak2,RIE,13.616162203403205, DUD-E,SimilaritySearch_Max,jak2,AUPRC,0.7609049061953168, DUD-E,LightGBM_Ranker,jak2,AUROC,0.7923622514139755, DUD-E,LightGBM_Ranker,jak2,BEDROC,0.4703653035916458, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 1%,17.98474945533769, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 5%,10.314145470771976, DUD-E,LightGBM_Ranker,jak2,RIE,8.023725358741979, DUD-E,LightGBM_Ranker,jak2,AUPRC,0.2824220490969622, DUD-E,LightGBM_Ranker,jak2,accuracy,0.5118110236220472, DUD-E,LightGBM_Ranker,jak2,F1 score,0.0539906103286385, DUD-E,LightGBM_Ranker,jak2,recall,0.8518518518518519, DUD-E,LightGBM_Ranker,jak2,precision,0.027878787878787878, DUD-E,LightGBM_Ranker,jak2,MCC,0.09081392204839309, DUD-E,RandomForest,kit,AUROC,0.9156944444444444, DUD-E,RandomForest,kit,BEDROC,0.8036775690110723, DUD-E,RandomForest,kit,Enrichment factor 1%,49.148148148148145, DUD-E,RandomForest,kit,Enrichment factor 5%,15.150932887774992, DUD-E,RandomForest,kit,RIE,13.20504505298724, DUD-E,RandomForest,kit,AUPRC,0.7512498053826846, DUD-E,RandomForest,kit,accuracy,0.9860587792012058, DUD-E,RandomForest,kit,F1 score,0.4788732394366197, DUD-E,RandomForest,kit,recall,0.3148148148148148, DUD-E,RandomForest,kit,precision,1.0, DUD-E,RandomForest,kit,MCC,0.5571333933126538, DUD-E,LogisticRegression,kit,AUROC,0.9522079772079772, DUD-E,LogisticRegression,kit,BEDROC,0.8564404779047773, DUD-E,LogisticRegression,kit,Enrichment factor 1%,49.148148148148145, DUD-E,LogisticRegression,kit,Enrichment factor 5%,16.998607630186577, DUD-E,LogisticRegression,kit,RIE,14.071980517219624, DUD-E,LogisticRegression,kit,AUPRC,0.8052597857726145, DUD-E,LogisticRegression,kit,accuracy,0.9898266767143934, DUD-E,LogisticRegression,kit,F1 score,0.6666666666666666, DUD-E,LogisticRegression,kit,recall,0.5, DUD-E,LogisticRegression,kit,precision,1.0, DUD-E,LogisticRegression,kit,MCC,0.7034636154353259, DUD-E,SimilaritySearch_Mean,kit,AUROC,0.8651495726495726, DUD-E,SimilaritySearch_Mean,kit,BEDROC,0.685270623358483, DUD-E,SimilaritySearch_Mean,kit,Enrichment factor 1%,47.327846364883406, DUD-E,SimilaritySearch_Mean,kit,Enrichment factor 5%,12.564188248398775, DUD-E,SimilaritySearch_Mean,kit,RIE,11.259527215741667, DUD-E,SimilaritySearch_Mean,kit,AUPRC,0.6146783203588548, DUD-E,SimilaritySearch_Max,kit,AUROC,0.8954843304843305, DUD-E,SimilaritySearch_Max,kit,BEDROC,0.817825869794666, DUD-E,SimilaritySearch_Max,kit,Enrichment factor 1%,49.148148148148145, DUD-E,SimilaritySearch_Max,kit,Enrichment factor 5%,15.890002784739627, DUD-E,SimilaritySearch_Max,kit,RIE,13.43751259439278, DUD-E,SimilaritySearch_Max,kit,AUPRC,0.7520836458375127, DUD-E,LightGBM_Ranker,kit,AUROC,0.8123717948717948, DUD-E,LightGBM_Ranker,kit,BEDROC,0.5137284885600479, DUD-E,LightGBM_Ranker,kit,Enrichment factor 1%,30.945130315500684, DUD-E,LightGBM_Ranker,kit,Enrichment factor 5%,9.238373712057923, DUD-E,LightGBM_Ranker,kit,RIE,8.440957061345983, DUD-E,LightGBM_Ranker,kit,AUPRC,0.3965717495770855, DUD-E,LightGBM_Ranker,kit,accuracy,0.512810851544838, DUD-E,LightGBM_Ranker,kit,F1 score,0.06372194062273714, DUD-E,LightGBM_Ranker,kit,recall,0.8148148148148148, DUD-E,LightGBM_Ranker,kit,precision,0.033157498116051246, DUD-E,LightGBM_Ranker,kit,MCC,0.09073928715621604, DUD-E,RandomForest,kpcb,AUROC,0.9293608545441727, DUD-E,RandomForest,kpcb,BEDROC,0.7865685926392523, DUD-E,RandomForest,kpcb,Enrichment factor 1%,66.46153846153847, DUD-E,RandomForest,kpcb,Enrichment factor 5%,15.3014553014553, DUD-E,RandomForest,kpcb,RIE,14.016191879436398, DUD-E,RandomForest,kpcb,AUPRC,0.7094718426762301, DUD-E,RandomForest,kpcb,accuracy,0.9918478260869565, DUD-E,RandomForest,kpcb,F1 score,0.47058823529411764, DUD-E,RandomForest,kpcb,recall,0.3076923076923077, DUD-E,RandomForest,kpcb,precision,1.0, DUD-E,RandomForest,kpcb,MCC,0.552426307460846, DUD-E,LogisticRegression,kpcb,AUROC,0.9081470774871325, DUD-E,LogisticRegression,kpcb,BEDROC,0.6298300271759851, DUD-E,LogisticRegression,kpcb,Enrichment factor 1%,44.30769230769231, DUD-E,LogisticRegression,kpcb,Enrichment factor 5%,12.24116424116424, DUD-E,LogisticRegression,kpcb,RIE,11.223202403739364, DUD-E,LogisticRegression,kpcb,AUPRC,0.5192457154672673, DUD-E,LogisticRegression,kpcb,accuracy,0.9891304347826086, DUD-E,LogisticRegression,kpcb,F1 score,0.14285714285714285, DUD-E,LogisticRegression,kpcb,recall,0.07692307692307693, DUD-E,LogisticRegression,kpcb,precision,1.0, DUD-E,LogisticRegression,kpcb,MCC,0.2758372681123253, DUD-E,SimilaritySearch_Mean,kpcb,AUROC,0.7431608263413947, DUD-E,SimilaritySearch_Mean,kpcb,BEDROC,0.5349719604018657, DUD-E,SimilaritySearch_Mean,kpcb,Enrichment factor 1%,44.30769230769231, DUD-E,SimilaritySearch_Mean,kpcb,Enrichment factor 5%,9.945945945945946, DUD-E,SimilaritySearch_Mean,kpcb,RIE,9.532887187429871, DUD-E,SimilaritySearch_Mean,kpcb,AUPRC,0.45439122491240774, DUD-E,SimilaritySearch_Max,kpcb,AUROC,0.8278837340478038, DUD-E,SimilaritySearch_Max,kpcb,BEDROC,0.7532752357995848, DUD-E,SimilaritySearch_Max,kpcb,Enrichment factor 1%,70.15384615384616, DUD-E,SimilaritySearch_Max,kpcb,Enrichment factor 5%,14.536382536382536, DUD-E,SimilaritySearch_Max,kpcb,RIE,13.422923751780798, DUD-E,SimilaritySearch_Max,kpcb,AUPRC,0.7337205674084109, DUD-E,LightGBM_Ranker,kpcb,AUROC,0.6632059507861523, DUD-E,LightGBM_Ranker,kpcb,BEDROC,0.41026428312689567, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 1%,33.23076923076923, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 5%,7.65072765072765, DUD-E,LightGBM_Ranker,kpcb,RIE,7.310669387119317, DUD-E,LightGBM_Ranker,kpcb,AUPRC,0.3217388175903953, DUD-E,LightGBM_Ranker,kpcb,accuracy,0.5027173913043478, DUD-E,LightGBM_Ranker,kpcb,F1 score,0.02831858407079646, DUD-E,LightGBM_Ranker,kpcb,recall,0.6153846153846154, DUD-E,LightGBM_Ranker,kpcb,precision,0.014492753623188406, DUD-E,LightGBM_Ranker,kpcb,MCC,0.025190524099484, DUD-E,RandomForest,lck,AUROC,0.9360384603279515, DUD-E,RandomForest,lck,BEDROC,0.8853174121161275, DUD-E,RandomForest,lck,Enrichment factor 1%,68.18627450980392, DUD-E,RandomForest,lck,Enrichment factor 5%,17.634381338742394, DUD-E,RandomForest,lck,RIE,15.345899491822696, DUD-E,RandomForest,lck,AUPRC,0.8496228823109804, DUD-E,RandomForest,lck,accuracy,0.9902228612508986, DUD-E,RandomForest,lck,F1 score,0.5, DUD-E,RandomForest,lck,recall,0.3333333333333333, DUD-E,RandomForest,lck,precision,1.0, DUD-E,RandomForest,lck,MCC,0.574506985808077, DUD-E,LogisticRegression,lck,AUROC,0.9666040062603182, DUD-E,LogisticRegression,lck,BEDROC,0.8786567073339943, DUD-E,LogisticRegression,lck,Enrichment factor 1%,68.18627450980392, DUD-E,LogisticRegression,lck,Enrichment factor 5%,17.04656862745098, DUD-E,LogisticRegression,lck,RIE,15.230444283991739, DUD-E,LogisticRegression,lck,AUPRC,0.8389851092347362, DUD-E,LogisticRegression,lck,accuracy,0.994823867721064, DUD-E,LogisticRegression,lck,F1 score,0.7857142857142857, DUD-E,LogisticRegression,lck,recall,0.6470588235294118, DUD-E,LogisticRegression,lck,precision,1.0, DUD-E,LogisticRegression,lck,MCC,0.8022951289224783, DUD-E,SimilaritySearch_Mean,lck,AUROC,0.8515577834811148, DUD-E,SimilaritySearch_Mean,lck,BEDROC,0.6945480982225556, DUD-E,SimilaritySearch_Mean,lck,Enrichment factor 1%,51.62675070028011, DUD-E,SimilaritySearch_Mean,lck,Enrichment factor 5%,13.715629930132973, DUD-E,SimilaritySearch_Mean,lck,RIE,12.039145701678375, DUD-E,SimilaritySearch_Mean,lck,AUPRC,0.5897574012105127, DUD-E,SimilaritySearch_Max,lck,AUROC,0.9193025524816668, DUD-E,SimilaritySearch_Max,lck,BEDROC,0.8594426198219765, DUD-E,SimilaritySearch_Max,lck,Enrichment factor 1%,68.18627450980392, DUD-E,SimilaritySearch_Max,lck,Enrichment factor 5%,16.850631057020507, DUD-E,SimilaritySearch_Max,lck,RIE,14.897391470581844, DUD-E,SimilaritySearch_Max,lck,AUPRC,0.825159712341521, DUD-E,LightGBM_Ranker,lck,AUROC,0.8913850524888198, DUD-E,LightGBM_Ranker,lck,BEDROC,0.6696309570757671, DUD-E,LightGBM_Ranker,lck,Enrichment factor 1%,46.7563025210084, DUD-E,LightGBM_Ranker,lck,Enrichment factor 5%,13.12781721884156, DUD-E,LightGBM_Ranker,lck,RIE,11.607237397113886, DUD-E,LightGBM_Ranker,lck,AUPRC,0.54237705035314, DUD-E,LightGBM_Ranker,lck,accuracy,0.5121495327102804, DUD-E,LightGBM_Ranker,lck,F1 score,0.051969823973176864, DUD-E,LightGBM_Ranker,lck,recall,0.9117647058823529, DUD-E,LightGBM_Ranker,lck,precision,0.026747195858498704, DUD-E,LightGBM_Ranker,lck,MCC,0.10048810499655078, DUD-E,RandomForest,mk01,AUROC,0.9344169246646027, DUD-E,RandomForest,mk01,BEDROC,0.821607725827217, DUD-E,RandomForest,mk01,Enrichment factor 1%,68.05882352941177, DUD-E,RandomForest,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,RandomForest,mk01,RIE,14.237849957952854, DUD-E,RandomForest,mk01,AUPRC,0.7763580387568865, DUD-E,RandomForest,mk01,accuracy,0.989628349178911, DUD-E,RandomForest,mk01,F1 score,0.45454545454545453, DUD-E,RandomForest,mk01,recall,0.29411764705882354, DUD-E,RandomForest,mk01,precision,1.0, DUD-E,RandomForest,mk01,MCC,0.5394941348788025, DUD-E,LogisticRegression,mk01,AUROC,0.9491744066047472, DUD-E,LogisticRegression,mk01,BEDROC,0.7817780855533905, DUD-E,LogisticRegression,mk01,Enrichment factor 1%,62.38725490196078, DUD-E,LogisticRegression,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,LogisticRegression,mk01,RIE,13.547631959310744, DUD-E,LogisticRegression,mk01,AUPRC,0.7235931377579272, DUD-E,LogisticRegression,mk01,accuracy,0.9870354364736387, DUD-E,LogisticRegression,mk01,F1 score,0.21052631578947367, DUD-E,LogisticRegression,mk01,recall,0.11764705882352941, DUD-E,LogisticRegression,mk01,precision,1.0, DUD-E,LogisticRegression,mk01,MCC,0.34076263724578776, DUD-E,SimilaritySearch_Mean,mk01,AUROC,0.763312693498452, DUD-E,SimilaritySearch_Mean,mk01,BEDROC,0.39318971376662887, DUD-E,SimilaritySearch_Mean,mk01,Enrichment factor 1%,17.014705882352942, DUD-E,SimilaritySearch_Mean,mk01,Enrichment factor 5%,7.040567951318458, DUD-E,SimilaritySearch_Mean,mk01,RIE,6.813684918204648, DUD-E,SimilaritySearch_Mean,mk01,AUPRC,0.20861872102468718, DUD-E,SimilaritySearch_Max,mk01,AUROC,0.8468524251805984, DUD-E,SimilaritySearch_Max,mk01,BEDROC,0.7876816556252477, DUD-E,SimilaritySearch_Max,mk01,Enrichment factor 1%,68.05882352941177, DUD-E,SimilaritySearch_Max,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,SimilaritySearch_Max,mk01,RIE,13.649936431352849, DUD-E,SimilaritySearch_Max,mk01,AUPRC,0.7589564314746353, DUD-E,LightGBM_Ranker,mk01,AUROC,0.6479360165118679, DUD-E,LightGBM_Ranker,mk01,BEDROC,0.24395813661505872, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 1%,11.343137254901961, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 5%,3.520283975659229, DUD-E,LightGBM_Ranker,mk01,RIE,4.227612842041592, DUD-E,LightGBM_Ranker,mk01,AUPRC,0.1532668827949231, DUD-E,LightGBM_Ranker,mk01,accuracy,0.5030250648228176, DUD-E,LightGBM_Ranker,mk01,F1 score,0.03361344537815126, DUD-E,LightGBM_Ranker,mk01,recall,0.5882352941176471, DUD-E,LightGBM_Ranker,mk01,precision,0.01730103806228374, DUD-E,LightGBM_Ranker,mk01,MCC,0.021655409130467686, DUD-E,RandomForest,mk10,AUROC,0.9355516271289538, DUD-E,RandomForest,mk10,BEDROC,0.7418590842685273, DUD-E,RandomForest,mk10,Enrichment factor 1%,49.294117647058826, DUD-E,RandomForest,mk10,Enrichment factor 5%,15.587797619047619, DUD-E,RandomForest,mk10,RIE,12.332942284981131, DUD-E,RandomForest,mk10,AUPRC,0.6338260194441665, DUD-E,RandomForest,mk10,accuracy,0.9856801909307876, DUD-E,RandomForest,mk10,F1 score,0.4, DUD-E,RandomForest,mk10,recall,0.25, DUD-E,RandomForest,mk10,precision,1.0, DUD-E,RandomForest,mk10,MCC,0.4963898444749265, DUD-E,LogisticRegression,mk10,AUROC,0.9153550790754258, DUD-E,LogisticRegression,mk10,BEDROC,0.7656555024994175, DUD-E,LogisticRegression,mk10,Enrichment factor 1%,49.294117647058826, DUD-E,LogisticRegression,mk10,Enrichment factor 5%,14.34077380952381, DUD-E,LogisticRegression,mk10,RIE,12.7285428210663, DUD-E,LogisticRegression,mk10,AUPRC,0.6723143641542739, DUD-E,LogisticRegression,mk10,accuracy,0.9880668257756563, DUD-E,LogisticRegression,mk10,F1 score,0.5454545454545454, DUD-E,LogisticRegression,mk10,recall,0.375, DUD-E,LogisticRegression,mk10,precision,1.0, DUD-E,LogisticRegression,mk10,MCC,0.6086811878656497, DUD-E,SimilaritySearch_Mean,mk10,AUROC,0.8611998175182481, DUD-E,SimilaritySearch_Mean,mk10,BEDROC,0.67586763695677, DUD-E,SimilaritySearch_Mean,mk10,Enrichment factor 1%,40.0514705882353, DUD-E,SimilaritySearch_Mean,mk10,Enrichment factor 5%,13.717261904761905, DUD-E,SimilaritySearch_Mean,mk10,RIE,11.23587584076816, DUD-E,SimilaritySearch_Mean,mk10,AUPRC,0.5659222553541143, DUD-E,SimilaritySearch_Max,mk10,AUROC,0.9365305656934306, DUD-E,SimilaritySearch_Max,mk10,BEDROC,0.7888412508346326, DUD-E,SimilaritySearch_Max,mk10,Enrichment factor 1%,52.375, DUD-E,SimilaritySearch_Max,mk10,Enrichment factor 5%,14.964285714285714, DUD-E,SimilaritySearch_Max,mk10,RIE,13.113991352939905, DUD-E,SimilaritySearch_Max,mk10,AUPRC,0.7216500735881971, DUD-E,LightGBM_Ranker,mk10,AUROC,0.6691377737226277, DUD-E,LightGBM_Ranker,mk10,BEDROC,0.36815775664851746, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 1%,21.566176470588236, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 5%,6.8586309523809526, DUD-E,LightGBM_Ranker,mk10,RIE,6.120391971408784, DUD-E,LightGBM_Ranker,mk10,AUPRC,0.2752925068283989, DUD-E,LightGBM_Ranker,mk10,accuracy,0.5059665871121718, DUD-E,LightGBM_Ranker,mk10,F1 score,0.04827586206896552, DUD-E,LightGBM_Ranker,mk10,recall,0.65625, DUD-E,LightGBM_Ranker,mk10,precision,0.025059665871121718, DUD-E,LightGBM_Ranker,mk10,MCC,0.043598756650947236, DUD-E,RandomForest,mp2k1,AUROC,0.9020372184133204, DUD-E,RandomForest,mp2k1,BEDROC,0.7539715446745718, DUD-E,RandomForest,mp2k1,Enrichment factor 1%,66.93142857142857, DUD-E,RandomForest,mp2k1,Enrichment factor 5%,14.31, DUD-E,RandomForest,mp2k1,RIE,13.394179982609813, DUD-E,RandomForest,mp2k1,AUPRC,0.6969775112399016, DUD-E,RandomForest,mp2k1,accuracy,0.9908079342041606, DUD-E,RandomForest,mp2k1,F1 score,0.3870967741935484, DUD-E,RandomForest,mp2k1,recall,0.24, DUD-E,RandomForest,mp2k1,precision,1.0, DUD-E,RandomForest,mp2k1,MCC,0.4876345781473552, DUD-E,LogisticRegression,mp2k1,AUROC,0.9333594515181195, DUD-E,LogisticRegression,mp2k1,BEDROC,0.7112026369380966, DUD-E,LogisticRegression,mp2k1,Enrichment factor 1%,59.05714285714285, DUD-E,LogisticRegression,mp2k1,Enrichment factor 5%,13.515, DUD-E,LogisticRegression,mp2k1,RIE,12.634397402042206, DUD-E,LogisticRegression,mp2k1,AUPRC,0.6284246716513583, DUD-E,LogisticRegression,mp2k1,accuracy,0.99225931301403, DUD-E,LogisticRegression,mp2k1,F1 score,0.5294117647058824, DUD-E,LogisticRegression,mp2k1,recall,0.36, DUD-E,LogisticRegression,mp2k1,precision,1.0, DUD-E,LogisticRegression,mp2k1,MCC,0.5976630875173387, DUD-E,SimilaritySearch_Mean,mp2k1,AUROC,0.7572184133202742, DUD-E,SimilaritySearch_Mean,mp2k1,BEDROC,0.5042659552687981, DUD-E,SimilaritySearch_Mean,mp2k1,Enrichment factor 1%,39.371428571428574, DUD-E,SimilaritySearch_Mean,mp2k1,Enrichment factor 5%,9.54, DUD-E,SimilaritySearch_Mean,mp2k1,RIE,8.958201437872027, DUD-E,SimilaritySearch_Mean,mp2k1,AUPRC,0.37939837707105906, DUD-E,SimilaritySearch_Max,mp2k1,AUROC,0.807130264446621, DUD-E,SimilaritySearch_Max,mp2k1,BEDROC,0.7111864156560622, DUD-E,SimilaritySearch_Max,mp2k1,Enrichment factor 1%,59.05714285714285, DUD-E,SimilaritySearch_Max,mp2k1,Enrichment factor 5%,13.515, DUD-E,SimilaritySearch_Max,mp2k1,RIE,12.634109233646601, DUD-E,SimilaritySearch_Max,mp2k1,AUPRC,0.6523586924613523, DUD-E,LightGBM_Ranker,mp2k1,AUROC,0.6340842311459354, DUD-E,LightGBM_Ranker,mp2k1,BEDROC,0.23552726251975475, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 1%,15.748571428571429, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 5%,3.18, DUD-E,LightGBM_Ranker,mp2k1,RIE,4.184102956486283, DUD-E,LightGBM_Ranker,mp2k1,AUPRC,0.13602986533201614, DUD-E,LightGBM_Ranker,mp2k1,accuracy,0.5026608611514272, DUD-E,LightGBM_Ranker,mp2k1,F1 score,0.02835538752362949, DUD-E,LightGBM_Ranker,mp2k1,recall,0.6, DUD-E,LightGBM_Ranker,mp2k1,precision,0.01452081316553727, DUD-E,LightGBM_Ranker,mp2k1,MCC,0.02218306012890329, DUD-E,RandomForest,pa2ga,AUROC,0.9320383006823686, DUD-E,RandomForest,pa2ga,BEDROC,0.7693500013435838, DUD-E,RandomForest,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,RandomForest,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,RandomForest,pa2ga,RIE,13.855921781844964, DUD-E,RandomForest,pa2ga,AUPRC,0.7092468474033699, DUD-E,RandomForest,pa2ga,accuracy,0.9946646341463414, DUD-E,RandomForest,pa2ga,F1 score,0.6666666666666666, DUD-E,RandomForest,pa2ga,recall,0.5, DUD-E,RandomForest,pa2ga,precision,1.0, DUD-E,RandomForest,pa2ga,MCC,0.7052077762353698, DUD-E,LogisticRegression,pa2ga,AUROC,0.936220559101915, DUD-E,LogisticRegression,pa2ga,BEDROC,0.7452551346252723, DUD-E,LogisticRegression,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,LogisticRegression,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,LogisticRegression,pa2ga,RIE,13.421975480548223, DUD-E,LogisticRegression,pa2ga,AUPRC,0.7084616726473548, DUD-E,LogisticRegression,pa2ga,accuracy,0.9946646341463414, DUD-E,LogisticRegression,pa2ga,F1 score,0.6666666666666666, DUD-E,LogisticRegression,pa2ga,recall,0.5, DUD-E,LogisticRegression,pa2ga,precision,1.0, DUD-E,LogisticRegression,pa2ga,MCC,0.7052077762353698, DUD-E,SimilaritySearch_Mean,pa2ga,AUROC,0.7422958397534667, DUD-E,SimilaritySearch_Mean,pa2ga,BEDROC,0.6271155831866463, DUD-E,SimilaritySearch_Mean,pa2ga,Enrichment factor 1%,46.857142857142854, DUD-E,SimilaritySearch_Mean,pa2ga,Enrichment factor 5%,12.779220779220779, DUD-E,SimilaritySearch_Mean,pa2ga,RIE,11.294293182779516, DUD-E,SimilaritySearch_Mean,pa2ga,AUPRC,0.54479036496829, DUD-E,SimilaritySearch_Max,pa2ga,AUROC,0.777542372881356, DUD-E,SimilaritySearch_Max,pa2ga,BEDROC,0.7336715520452595, DUD-E,SimilaritySearch_Max,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,SimilaritySearch_Max,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,SimilaritySearch_Max,pa2ga,RIE,13.213356239150146, DUD-E,SimilaritySearch_Max,pa2ga,AUPRC,0.7061518414043031, DUD-E,LightGBM_Ranker,pa2ga,AUROC,0.6267334360554699, DUD-E,LightGBM_Ranker,pa2ga,BEDROC,0.2629276711281308, DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 1%,20.081632653061227, DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 5%,4.259740259740259, DUD-E,LightGBM_Ranker,pa2ga,RIE,4.7353028691011865, DUD-E,LightGBM_Ranker,pa2ga,AUPRC,0.22935514661254905, DUD-E,LightGBM_Ranker,pa2ga,accuracy,0.5030487804878049, DUD-E,LightGBM_Ranker,pa2ga,F1 score,0.026865671641791045, DUD-E,LightGBM_Ranker,pa2ga,recall,0.6428571428571429, DUD-E,LightGBM_Ranker,pa2ga,precision,0.013719512195121951, DUD-E,LightGBM_Ranker,pa2ga,MCC,0.029672806688054353, DUD-E,RandomForest,plk1,AUROC,0.9622957687473817, DUD-E,RandomForest,plk1,BEDROC,0.8281172777480083, DUD-E,RandomForest,plk1,Enrichment factor 1%,68.4920634920635, DUD-E,RandomForest,plk1,Enrichment factor 5%,17.004926108374384, DUD-E,RandomForest,plk1,RIE,14.701200764154231, DUD-E,RandomForest,plk1,AUPRC,0.753471733285398, DUD-E,RandomForest,plk1,accuracy,0.992468134414832, DUD-E,RandomForest,plk1,F1 score,0.5517241379310345, DUD-E,RandomForest,plk1,recall,0.38095238095238093, DUD-E,RandomForest,plk1,precision,1.0, DUD-E,RandomForest,plk1,MCC,0.6148737576042281, DUD-E,LogisticRegression,plk1,AUROC,0.9250663315179444, DUD-E,LogisticRegression,plk1,BEDROC,0.7685610575100116, DUD-E,LogisticRegression,plk1,Enrichment factor 1%,63.925925925925924, DUD-E,LogisticRegression,plk1,Enrichment factor 5%,15.115489874110565, DUD-E,LogisticRegression,plk1,RIE,13.64392545880814, DUD-E,LogisticRegression,plk1,AUPRC,0.7070742584475961, DUD-E,LogisticRegression,plk1,accuracy,0.9942062572421785, DUD-E,LogisticRegression,plk1,F1 score,0.6875, DUD-E,LogisticRegression,plk1,recall,0.5238095238095238, DUD-E,LogisticRegression,plk1,precision,1.0, DUD-E,LogisticRegression,plk1,MCC,0.7216337304144388, DUD-E,SimilaritySearch_Mean,plk1,AUROC,0.7712889261276358, DUD-E,SimilaritySearch_Mean,plk1,BEDROC,0.5624689582187256, DUD-E,SimilaritySearch_Mean,plk1,Enrichment factor 1%,41.095238095238095, DUD-E,SimilaritySearch_Mean,plk1,Enrichment factor 5%,11.336617405582922, DUD-E,SimilaritySearch_Mean,plk1,RIE,9.985263335240495, DUD-E,SimilaritySearch_Mean,plk1,AUPRC,0.4284460819576676, DUD-E,SimilaritySearch_Max,plk1,AUROC,0.85080296048038, DUD-E,SimilaritySearch_Max,plk1,BEDROC,0.7783664148672308, DUD-E,SimilaritySearch_Max,plk1,Enrichment factor 1%,63.925925925925924, DUD-E,SimilaritySearch_Max,plk1,Enrichment factor 5%,15.115489874110565, DUD-E,SimilaritySearch_Max,plk1,RIE,13.817995642450644, DUD-E,SimilaritySearch_Max,plk1,AUPRC,0.7328674325819894, DUD-E,LightGBM_Ranker,plk1,AUROC,0.6229856165340036, DUD-E,LightGBM_Ranker,plk1,BEDROC,0.24160855204072876, DUD-E,LightGBM_Ranker,plk1,Enrichment factor 1%,13.6984126984127, DUD-E,LightGBM_Ranker,plk1,Enrichment factor 5%,4.723590585659552, DUD-E,LightGBM_Ranker,plk1,RIE,4.289170088226814, DUD-E,LightGBM_Ranker,plk1,AUPRC,0.11883328589040276, DUD-E,LightGBM_Ranker,plk1,accuracy,0.5017381228273464, DUD-E,LightGBM_Ranker,plk1,F1 score,0.027149321266968326, DUD-E,LightGBM_Ranker,plk1,recall,0.5714285714285714, DUD-E,LightGBM_Ranker,plk1,precision,0.013904982618771726, DUD-E,LightGBM_Ranker,plk1,MCC,0.015854385566275418, DUD-E,RandomForest,ptn1,AUROC,0.9782944099782376, DUD-E,RandomForest,ptn1,BEDROC,0.9236704776441323, DUD-E,RandomForest,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,RandomForest,ptn1,Enrichment factor 5%,18.08823529411765, DUD-E,RandomForest,ptn1,RIE,15.451469454914772, DUD-E,RandomForest,ptn1,AUPRC,0.8776887098255546, DUD-E,RandomForest,ptn1,accuracy,0.986449864498645, DUD-E,RandomForest,ptn1,F1 score,0.4186046511627907, DUD-E,RandomForest,ptn1,recall,0.2647058823529412, DUD-E,RandomForest,ptn1,precision,1.0, DUD-E,RandomForest,ptn1,MCC,0.5109809188446265, DUD-E,LogisticRegression,ptn1,AUROC,0.9936336765517914, DUD-E,LogisticRegression,ptn1,BEDROC,0.9374961022078021, DUD-E,LogisticRegression,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,LogisticRegression,ptn1,Enrichment factor 5%,18.671726755218216, DUD-E,LogisticRegression,ptn1,RIE,15.682749137574305, DUD-E,LogisticRegression,ptn1,AUPRC,0.8963869020492256, DUD-E,LogisticRegression,ptn1,accuracy,0.9907859078590786, DUD-E,LogisticRegression,ptn1,F1 score,0.6666666666666666, DUD-E,LogisticRegression,ptn1,recall,0.5, DUD-E,LogisticRegression,ptn1,precision,1.0, DUD-E,LogisticRegression,ptn1,MCC,0.7038111319162196, DUD-E,SimilaritySearch_Mean,ptn1,AUROC,0.8680287134180011, DUD-E,SimilaritySearch_Mean,ptn1,BEDROC,0.5839108475190405, DUD-E,SimilaritySearch_Mean,ptn1,Enrichment factor 1%,37.128482972136226, DUD-E,SimilaritySearch_Mean,ptn1,Enrichment factor 5%,10.502846299810248, DUD-E,SimilaritySearch_Mean,ptn1,RIE,9.767856459785538, DUD-E,SimilaritySearch_Mean,ptn1,AUPRC,0.49142469360629715, DUD-E,SimilaritySearch_Max,ptn1,AUROC,0.9668610127651281, DUD-E,SimilaritySearch_Max,ptn1,BEDROC,0.8657673498387243, DUD-E,SimilaritySearch_Max,ptn1,Enrichment factor 1%,54.26470588235294, DUD-E,SimilaritySearch_Max,ptn1,Enrichment factor 5%,16.92125237191651, DUD-E,SimilaritySearch_Max,ptn1,RIE,14.482846521306445, DUD-E,SimilaritySearch_Max,ptn1,AUPRC,0.8389588229159329, DUD-E,LightGBM_Ranker,ptn1,AUROC,0.8187303082469873, DUD-E,LightGBM_Ranker,ptn1,BEDROC,0.5225149428246235, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 1%,25.704334365325078, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 5%,10.502846299810248, DUD-E,LightGBM_Ranker,ptn1,RIE,8.740805183445175, DUD-E,LightGBM_Ranker,ptn1,AUPRC,0.35718843131504824, DUD-E,LightGBM_Ranker,ptn1,accuracy,0.5132791327913279, DUD-E,LightGBM_Ranker,ptn1,F1 score,0.060669456066945605, DUD-E,LightGBM_Ranker,ptn1,recall,0.8529411764705882, DUD-E,LightGBM_Ranker,ptn1,precision,0.031453362255965296, DUD-E,LightGBM_Ranker,ptn1,MCC,0.09679344851267442, DUD-E,RandomForest,pygm,AUROC,0.9978081162324649, DUD-E,RandomForest,pygm,BEDROC,0.9682642362653882, DUD-E,RandomForest,pygm,Enrichment factor 1%,80.02272727272727, DUD-E,RandomForest,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,RandomForest,pygm,RIE,17.90379880601762, DUD-E,RandomForest,pygm,AUPRC,0.912037037037037, DUD-E,RandomForest,pygm,accuracy,0.9960238568588469, DUD-E,RandomForest,pygm,F1 score,0.6666666666666666, DUD-E,RandomForest,pygm,recall,0.5, DUD-E,RandomForest,pygm,precision,1.0, DUD-E,RandomForest,pygm,MCC,0.7056939790135439, DUD-E,LogisticRegression,pygm,AUROC,1.0, DUD-E,LogisticRegression,pygm,BEDROC,1.000000000000005, DUD-E,LogisticRegression,pygm,Enrichment factor 1%,91.45454545454545, DUD-E,LogisticRegression,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,LogisticRegression,pygm,RIE,18.49061251467363, DUD-E,LogisticRegression,pygm,AUPRC,1.0, DUD-E,LogisticRegression,pygm,accuracy,0.9970178926441352, DUD-E,LogisticRegression,pygm,F1 score,0.7692307692307693, DUD-E,LogisticRegression,pygm,recall,0.625, DUD-E,LogisticRegression,pygm,precision,1.0, DUD-E,LogisticRegression,pygm,MCC,0.7893838566419212, DUD-E,SimilaritySearch_Mean,pygm,AUROC,0.7851953907815631, DUD-E,SimilaritySearch_Mean,pygm,BEDROC,0.6438819130482221, DUD-E,SimilaritySearch_Mean,pygm,Enrichment factor 1%,57.15909090909091, DUD-E,SimilaritySearch_Mean,pygm,Enrichment factor 5%,12.32843137254902, DUD-E,SimilaritySearch_Mean,pygm,RIE,11.905770975293523, DUD-E,SimilaritySearch_Mean,pygm,AUPRC,0.6304726085498172, DUD-E,SimilaritySearch_Max,pygm,AUROC,0.9706287575150301, DUD-E,SimilaritySearch_Max,pygm,BEDROC,0.884679451484534, DUD-E,SimilaritySearch_Max,pygm,Enrichment factor 1%,80.02272727272727, DUD-E,SimilaritySearch_Max,pygm,Enrichment factor 5%,17.25980392156863, DUD-E,SimilaritySearch_Max,pygm,RIE,16.358264942247214, DUD-E,SimilaritySearch_Max,pygm,AUPRC,0.8790816326530613, DUD-E,LightGBM_Ranker,pygm,AUROC,0.813376753507014, DUD-E,LightGBM_Ranker,pygm,BEDROC,0.5762802723070005, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 1%,45.72727272727273, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 5%,12.32843137254902, DUD-E,LightGBM_Ranker,pygm,RIE,10.655775234012015, DUD-E,LightGBM_Ranker,pygm,AUPRC,0.41927899103975164, DUD-E,LightGBM_Ranker,pygm,accuracy,0.5039761431411531, DUD-E,LightGBM_Ranker,pygm,F1 score,0.023483365949119372, DUD-E,LightGBM_Ranker,pygm,recall,0.75, DUD-E,LightGBM_Ranker,pygm,precision,0.011928429423459244, DUD-E,LightGBM_Ranker,pygm,MCC,0.04476614810358452, DUD-E,RandomForest,src,AUROC,0.9448071127033404, DUD-E,RandomForest,src,BEDROC,0.8335504134872219, DUD-E,RandomForest,src,Enrichment factor 1%,71.81304347826087, DUD-E,RandomForest,src,Enrichment factor 5%,16.514194957315862, DUD-E,RandomForest,src,RIE,14.661221090239708, DUD-E,RandomForest,src,AUPRC,0.7809094158147273, DUD-E,RandomForest,src,accuracy,0.9909776153494746, DUD-E,RandomForest,src,F1 score,0.4768211920529801, DUD-E,RandomForest,src,recall,0.3130434782608696, DUD-E,RandomForest,src,precision,1.0, DUD-E,RandomForest,src,MCC,0.5569626730995236, DUD-E,LogisticRegression,src,AUROC,0.9720010264512461, DUD-E,LogisticRegression,src,BEDROC,0.8570938231327329, DUD-E,LogisticRegression,src,Enrichment factor 1%,69.21739130434783, DUD-E,LogisticRegression,src,Enrichment factor 5%,17.035695850704784, DUD-E,LogisticRegression,src,RIE,15.07532337767895, DUD-E,LogisticRegression,src,AUPRC,0.7989468831492867, DUD-E,LogisticRegression,src,accuracy,0.9940612151667428, DUD-E,LogisticRegression,src,F1 score,0.7142857142857143, DUD-E,LogisticRegression,src,recall,0.5652173913043478, DUD-E,LogisticRegression,src,precision,0.9701492537313433, DUD-E,LogisticRegression,src,MCC,0.738152781273896, DUD-E,SimilaritySearch_Mean,src,AUROC,0.7640399913456071, DUD-E,SimilaritySearch_Mean,src,BEDROC,0.5737149688015037, DUD-E,SimilaritySearch_Mean,src,Enrichment factor 1%,39.8, DUD-E,SimilaritySearch_Mean,src,Enrichment factor 5%,11.473019654556282, DUD-E,SimilaritySearch_Mean,src,RIE,10.091005746657803, DUD-E,SimilaritySearch_Mean,src,AUPRC,0.4501221143879947, DUD-E,SimilaritySearch_Max,src,AUROC,0.920072153484651, DUD-E,SimilaritySearch_Max,src,BEDROC,0.8379462806813733, DUD-E,SimilaritySearch_Max,src,Enrichment factor 1%,70.08260869565217, DUD-E,SimilaritySearch_Max,src,Enrichment factor 5%,16.514194957315862, DUD-E,SimilaritySearch_Max,src,RIE,14.73853948582411, DUD-E,SimilaritySearch_Max,src,AUPRC,0.7896618347482377, DUD-E,LightGBM_Ranker,src,AUROC,0.8950991984623358, DUD-E,LightGBM_Ranker,src,BEDROC,0.6963820482661173, DUD-E,LightGBM_Ranker,src,Enrichment factor 1%,48.45217391304348, DUD-E,LightGBM_Ranker,src,Enrichment factor 5%,14.254357752630535, DUD-E,LightGBM_Ranker,src,RIE,12.248582706181724, DUD-E,LightGBM_Ranker,src,AUPRC,0.5669405147705895, DUD-E,LightGBM_Ranker,src,accuracy,0.5113065326633166, DUD-E,LightGBM_Ranker,src,F1 score,0.04762964611618072, DUD-E,LightGBM_Ranker,src,recall,0.9304347826086956, DUD-E,LightGBM_Ranker,src,precision,0.024440383736866148, DUD-E,LightGBM_Ranker,src,MCC,0.0993125817061621, WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.00939552356551237, WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6231732409759182, WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.13577636740043783, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,5.39232116698998, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,3.0953343096410544, WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006423085731301154, WELQRATE,LightGBM_Ranker,AID1798,MCC,0.013378491378868814, WELQRATE,LightGBM_Ranker,AID1798,RIE,2.6454349653994904, WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5006918135397793, WELQRATE,LightGBM_Ranker,AID1798,precision,0.0032284631856366332, WELQRATE,LightGBM_Ranker,AID1798,recall,0.6299456127791959, WELQRATE,LogisticRegression,AID1798,AUPRC,0.02000960232797271, WELQRATE,LogisticRegression,AID1798,AUROC,0.6629492501616773, WELQRATE,LogisticRegression,AID1798,BEDROC,0.18762553112123673, WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.765576320538594, WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.9491410411437244, WELQRATE,LogisticRegression,AID1798,F1 score,0.0, WELQRATE,LogisticRegression,AID1798,MCC,0.0, WELQRATE,LogisticRegression,AID1798,RIE,3.6583020557548642, WELQRATE,LogisticRegression,AID1798,accuracy,0.9974633503541426, WELQRATE,LogisticRegression,AID1798,precision,0.0, WELQRATE,LogisticRegression,AID1798,recall,0.0, WELQRATE,RandomForest,AID1798,AUPRC,0.01817097266335565, WELQRATE,RandomForest,AID1798,AUROC,0.6277059971990967, WELQRATE,RandomForest,AID1798,BEDROC,0.203843604006713, WELQRATE,RandomForest,AID1798,Enrichment factor 1%,7.07759096378557, WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.40156361704757, WELQRATE,RandomForest,AID1798,F1 score,0.0, WELQRATE,RandomForest,AID1798,MCC,-0.00036721910548224697, WELQRATE,RandomForest,AID1798,RIE,3.9726901223858695, WELQRATE,RandomForest,AID1798,accuracy,0.9973974633503542, WELQRATE,RandomForest,AID1798,precision,0.0, WELQRATE,RandomForest,AID1798,recall,0.0, WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.01442423133102339, WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5669772027362854, WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.14123297957713415, WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,5.300329332453844, WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,3.271988473816671, WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.753395819696477, WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.0060665229069841965, WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5592268252366216, WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.132924580118595, WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,4.747414942654208, WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,3.001857530516392, WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.5931342328409626, WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.019577030440482986, WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7474929368759444, WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.27898405932732184, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,18.012214095365884, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,6.191572495439569, WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0018018638448940593, WELQRATE,LightGBM_Ranker,AID1843,MCC,0.013572853732325516, WELQRATE,LightGBM_Ranker,AID1843,RIE,5.546907721081464, WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.500371166921049, WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009019890321581604, WELQRATE,LightGBM_Ranker,AID1843,recall,0.7871085509472606, WELQRATE,LogisticRegression,AID1843,AUPRC,0.025958763999861946, WELQRATE,LogisticRegression,AID1843,AUROC,0.8418941535296127, WELQRATE,LogisticRegression,AID1843,BEDROC,0.37871869084564397, WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,20.205778178884906, WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,8.371503183643226, WELQRATE,LogisticRegression,AID1843,F1 score,0.0, WELQRATE,LogisticRegression,AID1843,MCC,0.0, WELQRATE,LogisticRegression,AID1843,RIE,7.530348188731429, WELQRATE,LogisticRegression,AID1843,accuracy,0.9994207020951853, WELQRATE,LogisticRegression,AID1843,precision,0.0, WELQRATE,LogisticRegression,AID1843,recall,0.0, WELQRATE,RandomForest,AID1843,AUPRC,0.007509588070253942, WELQRATE,RandomForest,AID1843,AUROC,0.6421025363367756, WELQRATE,RandomForest,AID1843,BEDROC,0.38329087319705113, WELQRATE,RandomForest,AID1843,Enrichment factor 1%,22.319884211376355, WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.371081038465685, WELQRATE,RandomForest,AID1843,F1 score,0.0, WELQRATE,RandomForest,AID1843,MCC,-6.179423788930324e-05, WELQRATE,RandomForest,AID1843,RIE,7.621263616745449, WELQRATE,RandomForest,AID1843,accuracy,0.9994102955459969, WELQRATE,RandomForest,AID1843,precision,0.0, WELQRATE,RandomForest,AID1843,recall,0.0, WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.003977857697941576, WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7196022462227939, WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.24267796292312482, WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,12.765578008680597, WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,5.710131242008923, WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.825124906637379, WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.002117754508423382, WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6381886496620998, WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.1470038486495591, WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,4.939804192279398, WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,3.125753446719376, WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.9232991363811616, WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.006313367408381352, WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6384876573891163, WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.1757496630649398, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,8.822212827737712, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.168723110828558, WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002431056577471336, WELQRATE,LightGBM_Ranker,AID2258,MCC,0.010932188168752499, WELQRATE,LightGBM_Ranker,AID2258,RIE,3.4836797851129746, WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003338234022312, WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012176981353997302, WELQRATE,LightGBM_Ranker,AID2258,recall,0.6836973558654231, WELQRATE,LogisticRegression,AID2258,AUPRC,0.009719770741359041, WELQRATE,LogisticRegression,AID2258,AUROC,0.788688000614375, WELQRATE,LogisticRegression,AID2258,BEDROC,0.33057856398788704, WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,14.872031060331665, WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.493123636597763, WELQRATE,LogisticRegression,AID2258,F1 score,0.0, WELQRATE,LogisticRegression,AID2258,MCC,0.0, WELQRATE,LogisticRegression,AID2258,RIE,6.552651468676838, WELQRATE,LogisticRegression,AID2258,accuracy,0.9991074980541382, WELQRATE,LogisticRegression,AID2258,precision,0.0, WELQRATE,LogisticRegression,AID2258,recall,0.0, WELQRATE,RandomForest,AID2258,AUPRC,0.0537885185891994, WELQRATE,RandomForest,AID2258,AUROC,0.6995138710699935, WELQRATE,RandomForest,AID2258,BEDROC,0.4077838752700734, WELQRATE,RandomForest,AID2258,Enrichment factor 1%,25.85844594035303, WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.287461344807195, WELQRATE,RandomForest,AID2258,F1 score,0.021793103448275862, WELQRATE,RandomForest,AID2258,MCC,0.06631339989995602, WELQRATE,RandomForest,AID2258,RIE,8.083175427004244, WELQRATE,RandomForest,AID2258,accuracy,0.9991144166738735, WELQRATE,RandomForest,AID2258,precision,0.4, WELQRATE,RandomForest,AID2258,recall,0.011224489795918367, WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.031410757901105806, WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7330523511149147, WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.2981773907576228, WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,16.917099002215473, WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.7432355847375804, WELQRATE,SimilaritySearch_Max,AID2258,RIE,5.910638844610508, WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.004084478162810762, WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5575279531177945, WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.13696139363738552, WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,4.2631262346841226, WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.850592885585706, WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.714868289096474, WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.003814871209751162, WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7606288583514536, WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.24459652555758504, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,12.068307334428024, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,6.046521072796935, WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011815141300398422, WELQRATE,LightGBM_Ranker,AID2689,MCC,0.012125612227500053, WELQRATE,LightGBM_Ranker,AID2689,RIE,4.873728086366291, WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002446834715494, WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005911953496614129, WELQRATE,LightGBM_Ranker,AID2689,recall,0.8168070175438598, WELQRATE,LogisticRegression,AID2689,AUPRC,0.01929135667958396, WELQRATE,LogisticRegression,AID2689,AUROC,0.8904588566146229, WELQRATE,LogisticRegression,AID2689,BEDROC,0.4712049936072864, WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,27.260919540229885, WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,11.415378489326764, WELQRATE,LogisticRegression,AID2689,F1 score,0.0, WELQRATE,LogisticRegression,AID2689,MCC,0.0, WELQRATE,LogisticRegression,AID2689,RIE,9.389694590845375, WELQRATE,LogisticRegression,AID2689,accuracy,0.9996420067329008, WELQRATE,LogisticRegression,AID2689,precision,0.0, WELQRATE,LogisticRegression,AID2689,recall,0.0, WELQRATE,RandomForest,AID2689,AUPRC,0.023513564476652433, WELQRATE,RandomForest,AID2689,AUROC,0.6808694220248783, WELQRATE,RandomForest,AID2689,BEDROC,0.5161004791251866, WELQRATE,RandomForest,AID2689,Enrichment factor 1%,33.56566502463054, WELQRATE,RandomForest,AID2689,Enrichment factor 5%,8.267391351943076, WELQRATE,RandomForest,AID2689,F1 score,0.0, WELQRATE,RandomForest,AID2689,MCC,0.0, WELQRATE,RandomForest,AID2689,RIE,10.284798374139248, WELQRATE,RandomForest,AID2689,accuracy,0.9996420067329008, WELQRATE,RandomForest,AID2689,precision,0.0, WELQRATE,RandomForest,AID2689,recall,0.0, WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.012383673485576084, WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7411739033410648, WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.3989045263017363, WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,25.758411330049263, WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,9.650611111111111, WELQRATE,SimilaritySearch_Max,AID2689,RIE,7.948902538377683, WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0011854522058591353, WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.6615631986898431, WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.17246881566554997, WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,5.249568965517241, WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.095102353585112, WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.436564279787001, WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.008818118889783656, WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5714458574681354, WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.09309553413318358, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.121514871958159, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.7567323330077247, WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.001363556719864957, WELQRATE,LightGBM_Ranker,AID435008,MCC,0.004656810197502663, WELQRATE,LightGBM_Ranker,AID435008,RIE,1.851628253504325, WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001072612624325, WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006825716700253527, WELQRATE,LightGBM_Ranker,AID435008,recall,0.6016329445122015, WELQRATE,LogisticRegression,AID435008,AUPRC,0.006238900154214395, WELQRATE,LogisticRegression,AID435008,AUROC,0.8417059683203348, WELQRATE,LogisticRegression,AID435008,BEDROC,0.3573642170206622, WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,16.451313088668844, WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.983894151225927, WELQRATE,LogisticRegression,AID435008,F1 score,0.0, WELQRATE,LogisticRegression,AID435008,MCC,0.0, WELQRATE,LogisticRegression,AID435008,RIE,7.10725351232617, WELQRATE,LogisticRegression,AID435008,accuracy,0.9994246895924072, WELQRATE,LogisticRegression,AID435008,precision,0.0, WELQRATE,LogisticRegression,AID435008,recall,0.0, WELQRATE,RandomForest,AID435008,AUPRC,0.02501129290214051, WELQRATE,RandomForest,AID435008,AUROC,0.622759593677408, WELQRATE,RandomForest,AID435008,BEDROC,0.36629907721467836, WELQRATE,RandomForest,AID435008,Enrichment factor 1%,20.450552345049953, WELQRATE,RandomForest,AID435008,Enrichment factor 5%,6.602669098297403, WELQRATE,RandomForest,AID435008,F1 score,0.0, WELQRATE,RandomForest,AID435008,MCC,-1.689311271083906e-05, WELQRATE,RandomForest,AID435008,RIE,7.2847458317626685, WELQRATE,RandomForest,AID435008,accuracy,0.9994214392511214, WELQRATE,RandomForest,AID435008,precision,0.0, WELQRATE,RandomForest,AID435008,recall,0.0, WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.01617856456548237, WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6997260273286772, WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.27106571674401136, WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,21.252326536917025, WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,6.1140272047242865, WELQRATE,SimilaritySearch_Max,AID435008,RIE,5.390974503242866, WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0011306512056826902, WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.5711657507971546, WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.07574466197040514, WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,1.6480104071013166, WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.4622672765419662, WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.506183565774674, WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.022326593581776244, WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7314488490639127, WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.1720141099415458, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,6.658175751664793, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,4.33660349743995, WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.004822092358312769, WELQRATE,LightGBM_Ranker,AID435034,MCC,0.023826354141640565, WELQRATE,LightGBM_Ranker,AID435034,RIE,3.384792010170996, WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5009691046136007, WELQRATE,LightGBM_Ranker,AID435034,precision,0.0024188204108681246, WELQRATE,LightGBM_Ranker,AID435034,recall,0.8126080682602422, WELQRATE,LogisticRegression,AID435034,AUPRC,0.048153006162473075, WELQRATE,LogisticRegression,AID435034,AUROC,0.7739898723796955, WELQRATE,LogisticRegression,AID435034,BEDROC,0.25259367182935993, WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,7.608431556466051, WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,5.831790283651787, WELQRATE,LogisticRegression,AID435034,F1 score,0.0, WELQRATE,LogisticRegression,AID435034,MCC,0.0, WELQRATE,LogisticRegression,AID435034,RIE,4.976836759443908, WELQRATE,LogisticRegression,AID435034,accuracy,0.9985090698252298, WELQRATE,LogisticRegression,AID435034,precision,0.0, WELQRATE,LogisticRegression,AID435034,recall,0.0, WELQRATE,RandomForest,AID435034,AUPRC,0.044117458830217685, WELQRATE,RandomForest,AID435034,AUROC,0.6606667401077396, WELQRATE,RandomForest,AID435034,BEDROC,0.3171737999098732, WELQRATE,RandomForest,AID435034,Enrichment factor 1%,17.02923505368349, WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.305397357225748, WELQRATE,RandomForest,AID435034,F1 score,0.0, WELQRATE,RandomForest,AID435034,MCC,-0.00012749329450337235, WELQRATE,RandomForest,AID435034,RIE,6.249262895989621, WELQRATE,RandomForest,AID435034,accuracy,0.9984759380435684, WELQRATE,RandomForest,AID435034,precision,0.0, WELQRATE,RandomForest,AID435034,recall,0.0, WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.010340234152563545, WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6697976241995981, WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.17889830054652314, WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,10.288428362470764, WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,3.758006792452517, WELQRATE,SimilaritySearch_Max,AID435034,RIE,3.5264192980433458, WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.016752806162842217, WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6529733955938262, WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.20029857152891056, WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,7.626835720274455, WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,4.480468888215793, WELQRATE,SimilaritySearch_Mean,AID435034,RIE,3.9558633854975382, WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.028367712087809617, WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6424651000089001, WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1430197249471988, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,4.917859200435472, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.8717462763867667, WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.01787218223043854, WELQRATE,LightGBM_Ranker,AID463087,MCC,0.03134358258287939, WELQRATE,LightGBM_Ranker,AID463087,RIE,2.6818154930233464, WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5025300575013069, WELQRATE,LightGBM_Ranker,AID463087,precision,0.009053842132775745, WELQRATE,LightGBM_Ranker,AID463087,recall,0.6933755898840644, WELQRATE,LogisticRegression,AID463087,AUPRC,0.1969363526141246, WELQRATE,LogisticRegression,AID463087,AUROC,0.8886881374651768, WELQRATE,LogisticRegression,AID463087,BEDROC,0.4893206146673797, WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,30.175611010236366, WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.460079576339924, WELQRATE,LogisticRegression,AID463087,F1 score,0.06493653051547789, WELQRATE,LogisticRegression,AID463087,MCC,0.15746996421383536, WELQRATE,LogisticRegression,AID463087,RIE,9.170128853420092, WELQRATE,LogisticRegression,AID463087,accuracy,0.9936748562467329, WELQRATE,LogisticRegression,AID463087,precision,0.838095238095238, WELQRATE,LogisticRegression,AID463087,recall,0.034467150426472457, WELQRATE,RandomForest,AID463087,AUPRC,0.1617978217553502, WELQRATE,RandomForest,AID463087,AUROC,0.8253987658751042, WELQRATE,RandomForest,AID463087,BEDROC,0.4558411834862868, WELQRATE,RandomForest,AID463087,Enrichment factor 1%,26.516819218185038, WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.773556276506811, WELQRATE,RandomForest,AID463087,F1 score,0.047369545923819534, WELQRATE,RandomForest,AID463087,MCC,0.10244367662459122, WELQRATE,RandomForest,AID463087,RIE,8.543021599438287, WELQRATE,RandomForest,AID463087,accuracy,0.9935493988499738, WELQRATE,RandomForest,AID463087,precision,0.43571428571428567, WELQRATE,RandomForest,AID463087,recall,0.025202797202797205, WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.09174208674221078, WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8386014150033715, WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.3968335582893632, WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,22.217755881098395, WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.053323774832515, WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.438586521234376, WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.030008859406118214, WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7156683306921974, WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.1934011469526017, WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,6.8677610316551, WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.817907004462306, WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.624711858281563, WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.011448078584265046, WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6561684857979937, WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.1738345509736002, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,7.8220165353810955, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.8214797358070114, WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006020802408941131, WELQRATE,LightGBM_Ranker,AID485290,MCC,0.01847175140275257, WELQRATE,LightGBM_Ranker,AID485290,RIE,3.402096087348191, WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5008732148891142, WELQRATE,LightGBM_Ranker,AID485290,precision,0.003023448233378196, WELQRATE,LightGBM_Ranker,AID485290,recall,0.6986344420859059, WELQRATE,LogisticRegression,AID485290,AUPRC,0.0470324326327353, WELQRATE,LogisticRegression,AID485290,AUROC,0.7924962835673732, WELQRATE,LogisticRegression,AID485290,BEDROC,0.35992574331521154, WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,19.299842655569222, WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.282543479262554, WELQRATE,LogisticRegression,AID485290,F1 score,0.0030534351145038168, WELQRATE,LogisticRegression,AID485290,MCC,0.01752102709816518, WELQRATE,LogisticRegression,AID485290,RIE,7.0444369862381935, WELQRATE,LogisticRegression,AID485290,accuracy,0.9978374148571023, WELQRATE,LogisticRegression,AID485290,precision,0.2, WELQRATE,LogisticRegression,AID485290,recall,0.0015384615384615385, WELQRATE,RandomForest,AID485290,AUPRC,0.062274345787817174, WELQRATE,RandomForest,AID485290,AUROC,0.7318674692332404, WELQRATE,RandomForest,AID485290,BEDROC,0.3891745781470396, WELQRATE,RandomForest,AID485290,Enrichment factor 1%,26.11782579926596, WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.039884162201325, WELQRATE,RandomForest,AID485290,F1 score,0.0032520325203252037, WELQRATE,RandomForest,AID485290,MCC,0.012735897858682446, WELQRATE,RandomForest,AID485290,RIE,7.6172917918255365, WELQRATE,RandomForest,AID485290,accuracy,0.997826744206726, WELQRATE,RandomForest,AID485290,precision,0.1, WELQRATE,RandomForest,AID485290,recall,0.001652892561983471, WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.019127831493592803, WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6904763210120739, WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.26030250831719076, WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,16.49057962778989, WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,5.83252186368799, WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.0946588606697745, WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.003109965610817027, WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5461550791083891, WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.08984183699288054, WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,3.4180066138512615, WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.06036557187534, WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.758380347851298, WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.005158373537342805, WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5631568527360453, WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.06874895004641096, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.55885807467003, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.2436583381410968, WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0021031384454348176, WELQRATE,LightGBM_Ranker,AID488997,MCC,0.005526190306933188, WELQRATE,LightGBM_Ranker,AID488997,RIE,1.3629384765439014, WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.500166337457116, WELQRATE,LightGBM_Ranker,AID488997,precision,0.001053470561735454, WELQRATE,LightGBM_Ranker,AID488997,recall,0.5921437693851488, WELQRATE,LogisticRegression,AID488997,AUPRC,0.02373031580044947, WELQRATE,LogisticRegression,AID488997,AUROC,0.772108254743286, WELQRATE,LogisticRegression,AID488997,BEDROC,0.2690072854666269, WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,14.171414221430359, WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.150938721973205, WELQRATE,LogisticRegression,AID488997,F1 score,0.0, WELQRATE,LogisticRegression,AID488997,MCC,0.0, WELQRATE,LogisticRegression,AID488997,RIE,5.333510030454964, WELQRATE,LogisticRegression,AID488997,accuracy,0.9991128668953806, WELQRATE,LogisticRegression,AID488997,precision,0.0, WELQRATE,LogisticRegression,AID488997,recall,0.0, WELQRATE,RandomForest,AID488997,AUPRC,0.07650154783083947, WELQRATE,RandomForest,AID488997,AUROC,0.6762499732221606, WELQRATE,RandomForest,AID488997,BEDROC,0.4133077478756809, WELQRATE,RandomForest,AID488997,Enrichment factor 1%,27.378498489392552, WELQRATE,RandomForest,AID488997,Enrichment factor 5%,8.996512356476059, WELQRATE,RandomForest,AID488997,F1 score,0.04426870551286507, WELQRATE,RandomForest,AID488997,MCC,0.12139217555543107, WELQRATE,RandomForest,AID488997,RIE,8.192774208689686, WELQRATE,RandomForest,AID488997,accuracy,0.9991197976227605, WELQRATE,RandomForest,AID488997,precision,0.6666666666666666, WELQRATE,RandomForest,AID488997,recall,0.022997916246555082, WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.03234524269428074, WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6825464137969556, WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.3268886015813796, WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,25.318479380649453, WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,6.900078712964375, WELQRATE,SimilaritySearch_Max,AID488997,RIE,6.480219972786513, WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.008807964574450988, WELQRATE,SimilaritySearch_Mean,AID488997,AUROC,0.542345050850415, WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.13206801214519348, WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,5.82009476022714, WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.0969384318204645, WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.6179227670174883,