benchmark,model,target,metric,score,seed MUV,RandomForest,MUV-466,AUROC,0.7222522279233055, MUV,RandomForest,MUV-466,BEDROC,0.3390919094216589, MUV,RandomForest,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,RandomForest,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,RandomForest,MUV-466,RIE,6.673302990733548, MUV,RandomForest,MUV-466,AUPRC,0.048417614048476026, 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,0.6771986677468719, MUV,LogisticRegression,MUV-466,BEDROC,0.3199777541619417, MUV,LogisticRegression,MUV-466,Enrichment factor 1%,16.267543859649123, MUV,LogisticRegression,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LogisticRegression,MUV-466,RIE,6.297137871144765, MUV,LogisticRegression,MUV-466,AUPRC,0.049080771454805015, 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,0.6397065442434063, MUV,LightGBM_Ranker,MUV-466,BEDROC,0.3462563992942304, MUV,LightGBM_Ranker,MUV-466,Enrichment factor 1%,32.53508771929825, MUV,LightGBM_Ranker,MUV-466,Enrichment factor 5%,6.646953405017921, MUV,LightGBM_Ranker,MUV-466,RIE,6.8142996057075935, MUV,LightGBM_Ranker,MUV-466,AUPRC,0.0954311461290487, 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,0.61913182030157, MUV,RandomForest,MUV-548,BEDROC,0.2958877891268869, MUV,RandomForest,MUV-548,Enrichment factor 1%,28.44015444015444, MUV,RandomForest,MUV-548,Enrichment factor 5%,5.688030888030888, MUV,RandomForest,MUV-548,RIE,5.806693210309213, MUV,RandomForest,MUV-548,AUPRC,0.03429877482378513, MUV,RandomForest,MUV-548,accuracy,0.997827857724681, 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,-0.0007191498207934028, MUV,LogisticRegression,MUV-548,AUROC,0.8068941395927249, MUV,LogisticRegression,MUV-548,BEDROC,0.41508436185201186, MUV,LogisticRegression,MUV-548,Enrichment factor 1%,28.44015444015444, MUV,LogisticRegression,MUV-548,Enrichment factor 5%,8.532046332046331, MUV,LogisticRegression,MUV-548,RIE,8.145883774979879, MUV,LogisticRegression,MUV-548,AUPRC,0.047872966665464096, 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,0.8271801647753769, MUV,LightGBM_Ranker,MUV-548,BEDROC,0.41958547355776243, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 1%,14.22007722007722, MUV,LightGBM_Ranker,MUV-548,Enrichment factor 5%,14.22007722007722, MUV,LightGBM_Ranker,MUV-548,RIE,8.234216499586827, MUV,LightGBM_Ranker,MUV-548,AUPRC,0.05116383951492744, 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,0.6836262539855354, MUV,RandomForest,MUV-600,BEDROC,0.38274703672493854, MUV,RandomForest,MUV-600,Enrichment factor 1%,28.424710424710423, MUV,RandomForest,MUV-600,Enrichment factor 5%,8.527413127413128, MUV,RandomForest,MUV-600,RIE,7.5111981366427285, MUV,RandomForest,MUV-600,AUPRC,0.05905266028756663, 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,0.7489695932809706, MUV,LogisticRegression,MUV-600,BEDROC,0.2651121723257867, MUV,LogisticRegression,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,LogisticRegression,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,LogisticRegression,MUV-600,RIE,5.202679233669623, MUV,LogisticRegression,MUV-600,AUPRC,0.15149311278535665, 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,0.7079088576094563, MUV,LightGBM_Ranker,MUV-600,BEDROC,0.2686400326036053, MUV,LightGBM_Ranker,MUV-600,Enrichment factor 1%,14.212355212355211, MUV,LightGBM_Ranker,MUV-600,Enrichment factor 5%,5.684942084942085, MUV,LightGBM_Ranker,MUV-600,RIE,5.271911532954281, MUV,LightGBM_Ranker,MUV-600,AUPRC,0.15045724739595487, MUV,LightGBM_Ranker,MUV-600,accuracy,0.5009508285791905, MUV,LightGBM_Ranker,MUV-600,F1 score,0.005414185165132647, MUV,LightGBM_Ranker,MUV-600,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-600,precision,0.002717391304347826, MUV,LightGBM_Ranker,MUV-600,MCC,0.018718794676451864, MUV,RandomForest,MUV-644,AUROC,0.771890664160401, MUV,RandomForest,MUV-644,BEDROC,0.45863418994226146, MUV,RandomForest,MUV-644,Enrichment factor 1%,28.223938223938227, MUV,RandomForest,MUV-644,Enrichment factor 5%,8.559718969555036, MUV,RandomForest,MUV-644,RIE,8.999231675836393, MUV,RandomForest,MUV-644,AUPRC,0.05731487207354397, 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,0.8146538220551378, MUV,LogisticRegression,MUV-644,BEDROC,0.44651100369231356, MUV,LogisticRegression,MUV-644,Enrichment factor 1%,28.223938223938227, MUV,LogisticRegression,MUV-644,Enrichment factor 5%,11.41295862607338, MUV,LogisticRegression,MUV-644,RIE,8.761352853028, MUV,LogisticRegression,MUV-644,AUPRC,0.02816046353944361, 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,0.8008693609022556, MUV,LightGBM_Ranker,MUV-644,BEDROC,0.3384004913242599, 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,6.64002922695278, MUV,LightGBM_Ranker,MUV-644,AUPRC,0.026800616784936157, MUV,LightGBM_Ranker,MUV-644,accuracy,0.5020519835841313, MUV,LightGBM_Ranker,MUV-644,F1 score,0.007633587786259542, MUV,LightGBM_Ranker,MUV-644,recall,1.0, MUV,LightGBM_Ranker,MUV-644,precision,0.0038314176245210726, MUV,LightGBM_Ranker,MUV-644,MCC,0.04381677678785715, MUV,RandomForest,MUV-652,AUROC,0.6664297241220318, MUV,RandomForest,MUV-652,BEDROC,0.3501968902747109, MUV,RandomForest,MUV-652,Enrichment factor 1%,28.007518796992482, MUV,RandomForest,MUV-652,Enrichment factor 5%,8.537051184110007, MUV,RandomForest,MUV-652,RIE,6.8739537473445385, MUV,RandomForest,MUV-652,AUPRC,0.1059423437804022, 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,0.7774533159148544, MUV,LogisticRegression,MUV-652,BEDROC,0.2655892980249005, MUV,LogisticRegression,MUV-652,Enrichment factor 1%,14.003759398496241, MUV,LogisticRegression,MUV-652,Enrichment factor 5%,5.691367456073338, MUV,LogisticRegression,MUV-652,RIE,5.2132060696909726, MUV,LogisticRegression,MUV-652,AUPRC,0.012883118447842956, 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,0.6671021286405902, MUV,LightGBM_Ranker,MUV-652,BEDROC,0.4178888433890722, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 1%,14.003759398496241, MUV,LightGBM_Ranker,MUV-652,Enrichment factor 5%,11.382734912146676, MUV,LightGBM_Ranker,MUV-652,RIE,8.20266729350696, MUV,LightGBM_Ranker,MUV-652,AUPRC,0.025323987004880213, MUV,LightGBM_Ranker,MUV-652,accuracy,0.5004026845637584, MUV,LightGBM_Ranker,MUV-652,F1 score,0.004280363830925628, MUV,LightGBM_Ranker,MUV-652,recall,0.5714285714285714, MUV,LightGBM_Ranker,MUV-652,precision,0.0021482277121374865, MUV,LightGBM_Ranker,MUV-652,MCC,0.006210286856190279, MUV,RandomForest,MUV-689,AUROC,0.6662287753421434, MUV,RandomForest,MUV-689,BEDROC,0.3384647413825712, MUV,RandomForest,MUV-689,Enrichment factor 1%,28.185328185328185, MUV,RandomForest,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,RandomForest,MUV-689,RIE,6.641116807578153, MUV,RandomForest,MUV-689,AUPRC,0.10220195049737225, 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,0.6906003686129956, MUV,LogisticRegression,MUV-689,BEDROC,0.3196183112640525, MUV,LogisticRegression,MUV-689,Enrichment factor 1%,28.185328185328185, MUV,LogisticRegression,MUV-689,Enrichment factor 5%,5.698672911787666, MUV,LogisticRegression,MUV-689,RIE,6.271325429842087, MUV,LogisticRegression,MUV-689,AUPRC,0.15616361233425594, 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,0.7030312536763265, MUV,LightGBM_Ranker,MUV-689,BEDROC,0.30418500365154383, MUV,LightGBM_Ranker,MUV-689,Enrichment factor 1%,14.092664092664092, MUV,LightGBM_Ranker,MUV-689,Enrichment factor 5%,8.548009367681498, MUV,LightGBM_Ranker,MUV-689,RIE,5.96850393796463, MUV,LightGBM_Ranker,MUV-689,AUPRC,0.019175806914791888, MUV,LightGBM_Ranker,MUV-689,accuracy,0.5008219178082192, MUV,LightGBM_Ranker,MUV-689,F1 score,0.0054585152838427945, MUV,LightGBM_Ranker,MUV-689,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-689,precision,0.0027397260273972603, MUV,LightGBM_Ranker,MUV-689,MCC,0.01878636037615841, MUV,RandomForest,MUV-692,AUROC,0.5561964725665793, MUV,RandomForest,MUV-692,BEDROC,0.1861332522048037, MUV,RandomForest,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,RandomForest,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,RandomForest,MUV-692,RIE,3.652365772215751, MUV,RandomForest,MUV-692,AUPRC,0.025753754340427384, 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,0.4975949317586328, MUV,LogisticRegression,MUV-692,BEDROC,0.14492410313510648, MUV,LogisticRegression,MUV-692,Enrichment factor 1%,14.13127413127413, MUV,LogisticRegression,MUV-692,Enrichment factor 5%,2.857142857142857, MUV,LogisticRegression,MUV-692,RIE,2.8437467745365272, MUV,LogisticRegression,MUV-692,AUPRC,0.07321841175405362, 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,0.551640530288217, MUV,LightGBM_Ranker,MUV-692,BEDROC,0.08553587139257796, 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,1.678412048882175, MUV,LightGBM_Ranker,MUV-692,AUPRC,0.00342123500059785, 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,0.8730379495330817, MUV,RandomForest,MUV-712,BEDROC,0.5887218524659051, MUV,RandomForest,MUV-712,Enrichment factor 1%,41.722007722007724, MUV,RandomForest,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,RandomForest,MUV-712,RIE,11.54855278390729, MUV,RandomForest,MUV-712,AUPRC,0.19358677704487476, 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,0.8782435922908802, MUV,LogisticRegression,MUV-712,BEDROC,0.4520493374283571, MUV,LogisticRegression,MUV-712,Enrichment factor 1%,27.814671814671815, MUV,LogisticRegression,MUV-712,Enrichment factor 5%,8.52880820836622, MUV,LogisticRegression,MUV-712,RIE,8.867541807901587, MUV,LogisticRegression,MUV-712,AUPRC,0.18681184882036733, MUV,LogisticRegression,MUV-712,accuracy,0.9983342587451416, MUV,LogisticRegression,MUV-712,F1 score,0.25, MUV,LogisticRegression,MUV-712,recall,0.14285714285714285, MUV,LogisticRegression,MUV-712,precision,1.0, MUV,LogisticRegression,MUV-712,MCC,0.37764945880836015, 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,0.8646135505662625, MUV,LightGBM_Ranker,MUV-712,BEDROC,0.5136098062133975, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 1%,41.722007722007724, MUV,LightGBM_Ranker,MUV-712,Enrichment factor 5%,11.371744277821625, MUV,LightGBM_Ranker,MUV-712,RIE,10.075131296215364, MUV,LightGBM_Ranker,MUV-712,AUPRC,0.22573936845868864, 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,0.6548037210020458, MUV,RandomForest,MUV-713,BEDROC,0.23327186854149273, MUV,RandomForest,MUV-713,Enrichment factor 1%,13.93984962406015, MUV,RandomForest,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,RandomForest,MUV-713,RIE,4.578460882612648, MUV,RandomForest,MUV-713,AUPRC,0.1458802296711583, 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,0.6825954375265372, MUV,LogisticRegression,MUV-713,BEDROC,0.13150914528678256, MUV,LogisticRegression,MUV-713,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-713,Enrichment factor 5%,2.847926267281106, MUV,LogisticRegression,MUV-713,RIE,2.5811491348749147, MUV,LogisticRegression,MUV-713,AUPRC,0.005270280006915268, MUV,LogisticRegression,MUV-713,accuracy,0.9981121898597627, 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,0.0, 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,0.7049060099586985, MUV,LightGBM_Ranker,MUV-713,BEDROC,0.1802793331080527, 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,3.53836869385807, MUV,LightGBM_Ranker,MUV-713,AUPRC,0.012457802139634717, MUV,LightGBM_Ranker,MUV-713,accuracy,0.5008090614886731, MUV,LightGBM_Ranker,MUV-713,F1 score,0.0053734551316496505, MUV,LightGBM_Ranker,MUV-713,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-713,precision,0.002696871628910464, MUV,LightGBM_Ranker,MUV-713,MCC,0.01863857442392371, MUV,RandomForest,MUV-733,AUROC,0.4348114348114348, MUV,RandomForest,MUV-733,BEDROC,0.057537745109151175, MUV,RandomForest,MUV-733,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-733,Enrichment factor 5%,2.8493788819875774, MUV,RandomForest,MUV-733,RIE,1.1290823962466057, MUV,RandomForest,MUV-733,AUPRC,0.0019893616096481525, 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,0.7327327327327328, MUV,LogisticRegression,MUV-733,BEDROC,0.23841824962814648, MUV,LogisticRegression,MUV-733,Enrichment factor 1%,14.16988416988417, MUV,LogisticRegression,MUV-733,Enrichment factor 5%,5.698757763975155, MUV,LogisticRegression,MUV-733,RIE,4.678560838418355, MUV,LogisticRegression,MUV-733,AUPRC,0.013467618046714546, 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,0.5887445887445888, MUV,LightGBM_Ranker,MUV-733,BEDROC,0.23576122068048425, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-733,Enrichment factor 5%,8.548136645962733, MUV,LightGBM_Ranker,MUV-733,RIE,4.6264210735772915, MUV,LightGBM_Ranker,MUV-733,AUPRC,0.008444278432931704, MUV,LightGBM_Ranker,MUV-733,accuracy,0.4997275204359673, MUV,LightGBM_Ranker,MUV-733,F1 score,0.003257328990228013, MUV,LightGBM_Ranker,MUV-733,recall,0.42857142857142855, MUV,LightGBM_Ranker,MUV-733,precision,0.0016348773841961854, MUV,LightGBM_Ranker,MUV-733,MCC,-0.00624500112089974, MUV,RandomForest,MUV-737,AUROC,0.6098616254141493, MUV,RandomForest,MUV-737,BEDROC,0.248547193428078, MUV,RandomForest,MUV-737,Enrichment factor 1%,14.177606177606178, MUV,RandomForest,MUV-737,Enrichment factor 5%,8.5527950310559, MUV,RandomForest,MUV-737,RIE,4.877374826442611, MUV,RandomForest,MUV-737,AUPRC,0.011201322040378475, 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,0.7970765932566751, MUV,LogisticRegression,MUV-737,BEDROC,0.19583965328272765, MUV,LogisticRegression,MUV-737,Enrichment factor 1%,0.0, MUV,LogisticRegression,MUV-737,Enrichment factor 5%,2.8509316770186333, MUV,LogisticRegression,MUV-737,RIE,3.843066517794111, MUV,LogisticRegression,MUV-737,AUPRC,0.00897071321686714, 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,0.7988306373026701, MUV,LightGBM_Ranker,MUV-737,BEDROC,0.2929852689899763, 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,5.749406999586551, MUV,LightGBM_Ranker,MUV-737,AUPRC,0.028720815256934748, MUV,LightGBM_Ranker,MUV-737,accuracy,0.5013616557734205, MUV,LightGBM_Ranker,MUV-737,F1 score,0.0065111231687466084, MUV,LightGBM_Ranker,MUV-737,recall,0.8571428571428571, MUV,LightGBM_Ranker,MUV-737,precision,0.0032679738562091504, MUV,LightGBM_Ranker,MUV-737,MCC,0.03121648465861634, MUV,RandomForest,MUV-810,AUROC,0.8348910875601268, MUV,RandomForest,MUV-810,BEDROC,0.4739679766474127, MUV,RandomForest,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,RandomForest,MUV-810,Enrichment factor 5%,11.428571428571429, MUV,RandomForest,MUV-810,RIE,9.300350057996788, MUV,RandomForest,MUV-810,AUPRC,0.07847206014191477, 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,0.8336396699386023, MUV,LogisticRegression,MUV-810,BEDROC,0.4063432232504428, MUV,LogisticRegression,MUV-810,Enrichment factor 1%,28.26254826254826, MUV,LogisticRegression,MUV-810,Enrichment factor 5%,8.571428571428571, MUV,LogisticRegression,MUV-810,RIE,7.973395691196409, MUV,LogisticRegression,MUV-810,AUPRC,0.07767871451157399, 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,0.760744593484807, MUV,LightGBM_Ranker,MUV-810,BEDROC,0.2573970119606938, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 1%,14.13127413127413, MUV,LightGBM_Ranker,MUV-810,Enrichment factor 5%,5.714285714285714, MUV,LightGBM_Ranker,MUV-810,RIE,5.0507258763566805, MUV,LightGBM_Ranker,MUV-810,AUPRC,0.02015441248012725, MUV,LightGBM_Ranker,MUV-810,accuracy,0.5019125683060109, MUV,LightGBM_Ranker,MUV-810,F1 score,0.007621121393576484, MUV,LightGBM_Ranker,MUV-810,recall,1.0, MUV,LightGBM_Ranker,MUV-810,precision,0.003825136612021858, MUV,LightGBM_Ranker,MUV-810,MCC,0.04377480134688462, MUV,RandomForest,MUV-832,AUROC,0.8892749775504627, MUV,RandomForest,MUV-832,BEDROC,0.7350341748612111, MUV,RandomForest,MUV-832,Enrichment factor 1%,70.77220077220078, MUV,RandomForest,MUV-832,Enrichment factor 5%,14.231366459627328, MUV,RandomForest,MUV-832,RIE,14.423522435136409, MUV,RandomForest,MUV-832,AUPRC,0.3020547786505233, 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,0.9978136102760317, MUV,LogisticRegression,MUV-832,BEDROC,0.9584525124609712, MUV,LogisticRegression,MUV-832,Enrichment factor 1%,99.08108108108108, MUV,LogisticRegression,MUV-832,Enrichment factor 5%,19.923913043478258, MUV,LogisticRegression,MUV-832,RIE,18.807644297240817, MUV,LogisticRegression,MUV-832,AUPRC,0.40703703703703703, MUV,LogisticRegression,MUV-832,accuracy,0.9978177850518276, 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,-0.0007224883120930894, 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,0.9522508101354781, MUV,LightGBM_Ranker,MUV-832,BEDROC,0.6347735954185023, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 1%,56.61776061776062, MUV,LightGBM_Ranker,MUV-832,Enrichment factor 5%,11.385093167701864, MUV,LightGBM_Ranker,MUV-832,RIE,12.456116344104302, MUV,LightGBM_Ranker,MUV-832,AUPRC,0.352195786318803, 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,0.8099649669131959, MUV,RandomForest,MUV-846,BEDROC,0.695298054023335, MUV,RandomForest,MUV-846,Enrichment factor 1%,70.98455598455598, MUV,RandomForest,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,RandomForest,MUV-846,RIE,13.644557844468936, MUV,RandomForest,MUV-846,AUPRC,0.464829635960993, 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,0.9655897236278708, MUV,LogisticRegression,MUV-846,BEDROC,0.7307424166166223, MUV,LogisticRegression,MUV-846,Enrichment factor 1%,56.78764478764479, MUV,LogisticRegression,MUV-846,Enrichment factor 5%,17.12888198757764, MUV,LogisticRegression,MUV-846,RIE,14.340119483648945, MUV,LogisticRegression,MUV-846,AUPRC,0.4467789272874018, 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,0.9434021019852084, MUV,LightGBM_Ranker,MUV-846,BEDROC,0.6719417466685423, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 1%,42.59073359073359, MUV,LightGBM_Ranker,MUV-846,Enrichment factor 5%,14.274068322981366, MUV,LightGBM_Ranker,MUV-846,RIE,13.186212701820823, MUV,LightGBM_Ranker,MUV-846,AUPRC,0.3947148884367642, 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,0.7561070940003909, MUV,RandomForest,MUV-852,BEDROC,0.39647970636716373, MUV,RandomForest,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,RandomForest,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,RandomForest,MUV-852,RIE,7.779931380272477, MUV,RandomForest,MUV-852,AUPRC,0.15411961246929218, 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,0.7721321086574164, MUV,LogisticRegression,MUV-852,BEDROC,0.3794408477261141, MUV,LogisticRegression,MUV-852,Enrichment factor 1%,28.277992277992276, MUV,LogisticRegression,MUV-852,Enrichment factor 5%,8.529503105590063, MUV,LogisticRegression,MUV-852,RIE,7.445586019890334, MUV,LogisticRegression,MUV-852,AUPRC,0.19662872150613273, MUV,LogisticRegression,MUV-852,accuracy,0.9983615510649918, MUV,LogisticRegression,MUV-852,F1 score,0.25, MUV,LogisticRegression,MUV-852,recall,0.14285714285714285, MUV,LogisticRegression,MUV-852,precision,1.0, MUV,LogisticRegression,MUV-852,MCC,0.3776546236829223, 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,0.7902677350009771, MUV,LightGBM_Ranker,MUV-852,BEDROC,0.36531511011448137, 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,7.1684034378923425, MUV,LightGBM_Ranker,MUV-852,AUPRC,0.18982356837346037, MUV,LightGBM_Ranker,MUV-852,accuracy,0.5019115237575096, MUV,LightGBM_Ranker,MUV-852,F1 score,0.007616974972796518, MUV,LightGBM_Ranker,MUV-852,recall,1.0, MUV,LightGBM_Ranker,MUV-852,precision,0.0038230475150191155, MUV,LightGBM_Ranker,MUV-852,MCC,0.043762823018203154, MUV,RandomForest,MUV-858,AUROC,0.7592240911557244, MUV,RandomForest,MUV-858,BEDROC,0.5030563434391339, MUV,RandomForest,MUV-858,Enrichment factor 1%,42.77606177606178, MUV,RandomForest,MUV-858,Enrichment factor 5%,11.406949806949807, MUV,RandomForest,MUV-858,RIE,9.872807669070554, MUV,RandomForest,MUV-858,AUPRC,0.10476026925945867, 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,0.7665297263778001, MUV,LogisticRegression,MUV-858,BEDROC,0.4094069660320197, MUV,LogisticRegression,MUV-858,Enrichment factor 1%,28.517374517374517, MUV,LogisticRegression,MUV-858,Enrichment factor 5%,8.555212355212356, MUV,LogisticRegression,MUV-858,RIE,8.034877783894812, MUV,LogisticRegression,MUV-858,AUPRC,0.02598258357479411, 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,0.7372684288039687, MUV,LightGBM_Ranker,MUV-858,BEDROC,0.25133255752922246, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 1%,14.258687258687258, MUV,LightGBM_Ranker,MUV-858,Enrichment factor 5%,5.703474903474904, MUV,LightGBM_Ranker,MUV-858,RIE,4.932564799946464, MUV,LightGBM_Ranker,MUV-858,AUPRC,0.013685819838885144, MUV,LightGBM_Ranker,MUV-858,accuracy,0.5009477389656106, MUV,LightGBM_Ranker,MUV-858,F1 score,0.005396654074473826, MUV,LightGBM_Ranker,MUV-858,recall,0.7142857142857143, MUV,LightGBM_Ranker,MUV-858,precision,0.0027085590465872156, MUV,LightGBM_Ranker,MUV-858,MCC,0.018688261269084513, MUV,RandomForest,MUV-859,AUROC,0.4361865942028986, MUV,RandomForest,MUV-859,BEDROC,0.028760247706855632, MUV,RandomForest,MUV-859,Enrichment factor 1%,0.0, MUV,RandomForest,MUV-859,Enrichment factor 5%,0.0, MUV,RandomForest,MUV-859,RIE,0.5659427055265949, MUV,RandomForest,MUV-859,AUPRC,0.001518927138388162, 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,0.5452898550724637, MUV,LogisticRegression,MUV-859,BEDROC,0.3260456437881769, MUV,LogisticRegression,MUV-859,Enrichment factor 1%,33.20720720720721, MUV,LogisticRegression,MUV-859,Enrichment factor 5%,6.641441441441441, MUV,LogisticRegression,MUV-859,RIE,6.415909320209761, MUV,LogisticRegression,MUV-859,AUPRC,0.055434696425450014, 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,0.6552536231884057, MUV,LightGBM_Ranker,MUV-859,BEDROC,0.10176603221072696, MUV,LightGBM_Ranker,MUV-859,Enrichment factor 1%,0.0, MUV,LightGBM_Ranker,MUV-859,Enrichment factor 5%,3.3207207207207206, MUV,LightGBM_Ranker,MUV-859,RIE,2.002546748833096, MUV,LightGBM_Ranker,MUV-859,AUPRC,0.003965266184424209, 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,0.49486444447301103, LIT-PCBA,RandomForest,ADRB2,BEDROC,0.8143120282704974, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,ADRB2,Enrichment factor 5%,19.9987146529563, LIT-PCBA,RandomForest,ADRB2,RIE,16.277869549670772, 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,0.6352502217480172, LIT-PCBA,LogisticRegression,ADRB2,BEDROC,0.01618192923718489, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,ADRB2,RIE,0.3234722771597062, LIT-PCBA,LogisticRegression,ADRB2,AUPRC,9.523573013901196e-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,0.7624500263526629, LIT-PCBA,LightGBM_Ranker,ADRB2,BEDROC,0.13093074266785368, 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,2.617268937929082, LIT-PCBA,LightGBM_Ranker,ADRB2,AUPRC,0.00020569582274647296, 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,0.7694959458696949, LIT-PCBA,RandomForest,ALDH1,BEDROC,0.3761116297181175, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 1%,10.400997264216453, LIT-PCBA,RandomForest,ALDH1,Enrichment factor 5%,5.361131794489948, LIT-PCBA,RandomForest,ALDH1,RIE,4.738584239485833, LIT-PCBA,RandomForest,ALDH1,AUPRC,0.22240432616850195, LIT-PCBA,RandomForest,ALDH1,accuracy,0.9501876876876877, LIT-PCBA,RandomForest,ALDH1,F1 score,0.06219081272084806, LIT-PCBA,RandomForest,ALDH1,recall,0.03276247207743857, LIT-PCBA,RandomForest,ALDH1,precision,0.6111111111111112, LIT-PCBA,RandomForest,ALDH1,MCC,0.13340671221976708, LIT-PCBA,LogisticRegression,ALDH1,AUROC,0.7392491129432969, LIT-PCBA,LogisticRegression,ALDH1,BEDROC,0.3126141041598688, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 1%,7.726455110560793, LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 5%,4.5867460908414, LIT-PCBA,LogisticRegression,ALDH1,RIE,3.9385867239535965, LIT-PCBA,LogisticRegression,ALDH1,AUPRC,0.17782148187480312, LIT-PCBA,LogisticRegression,ALDH1,accuracy,0.9496996996996997, LIT-PCBA,LogisticRegression,ALDH1,F1 score,0.08594815825375171, LIT-PCBA,LogisticRegression,ALDH1,recall,0.04690990320178704, LIT-PCBA,LogisticRegression,ALDH1,precision,0.5121951219512195, LIT-PCBA,LogisticRegression,ALDH1,MCC,0.1437438465043742, 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,0.5714979314544404, LIT-PCBA,LightGBM_Ranker,ALDH1,BEDROC,0.11420736845121048, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 1%,2.0801994528432908, LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 5%,1.4594192107222637, LIT-PCBA,LightGBM_Ranker,ALDH1,RIE,1.4388846609781947, LIT-PCBA,LightGBM_Ranker,ALDH1,AUPRC,0.06595458421671507, LIT-PCBA,LightGBM_Ranker,ALDH1,accuracy,0.5123498498498499, LIT-PCBA,LightGBM_Ranker,ALDH1,F1 score,0.1140285071267817, LIT-PCBA,LightGBM_Ranker,ALDH1,recall,0.6224869694713329, LIT-PCBA,LightGBM_Ranker,ALDH1,precision,0.06276276276276277, LIT-PCBA,LightGBM_Ranker,ALDH1,MCC,0.056444727567032296, LIT-PCBA,RandomForest,ESR1_ago,AUROC,0.6945668135095447, LIT-PCBA,RandomForest,ESR1_ago,BEDROC,0.2435939340276738, 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,4.714908576478218, LIT-PCBA,RandomForest,ESR1_ago,AUPRC,0.019285525528664936, 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,0.6079295154185023, LIT-PCBA,LogisticRegression,ESR1_ago,BEDROC,0.012468104022628674, 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,0.24132776816401252, LIT-PCBA,LogisticRegression,ESR1_ago,AUPRC,0.006213100568320218, 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,0.3663729809104258, LIT-PCBA,LightGBM_Ranker,ESR1_ago,BEDROC,4.298056411840156e-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,0.0008319575325791786, LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUPRC,0.0033737863789900257, LIT-PCBA,LightGBM_Ranker,ESR1_ago,accuracy,0.4994511525795829, LIT-PCBA,LightGBM_Ranker,ESR1_ago,F1 score,0.004366812227074236, LIT-PCBA,LightGBM_Ranker,ESR1_ago,recall,0.3333333333333333, LIT-PCBA,LightGBM_Ranker,ESR1_ago,precision,0.002197802197802198, LIT-PCBA,LightGBM_Ranker,ESR1_ago,MCC,-0.019096957499727996, LIT-PCBA,RandomForest,ESR1_ant,AUROC,0.5238287153652392, LIT-PCBA,RandomForest,ESR1_ant,BEDROC,0.09549972941090118, LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,RandomForest,ESR1_ant,RIE,1.4295101251444855, LIT-PCBA,RandomForest,ESR1_ant,AUPRC,0.052674650494987776, 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,0.5599496221662469, LIT-PCBA,LogisticRegression,ESR1_ant,BEDROC,0.10538617004290145, LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 5%,2.3970731707317072, LIT-PCBA,LogisticRegression,ESR1_ant,RIE,1.5774976274191501, LIT-PCBA,LogisticRegression,ESR1_ant,AUPRC,0.042072098613934204, 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,0.48229219143576824, LIT-PCBA,LightGBM_Ranker,ESR1_ant,BEDROC,0.11367044387830309, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 1%,3.64, LIT-PCBA,LightGBM_Ranker,ESR1_ant,Enrichment factor 5%,1.598048780487805, LIT-PCBA,LightGBM_Ranker,ESR1_ant,RIE,1.701502720727681, LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUPRC,0.04805136737960633, 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,0.7857209210562401, LIT-PCBA,RandomForest,FEN1,BEDROC,0.5522417514557094, LIT-PCBA,RandomForest,FEN1,Enrichment factor 1%,36.23792281197562, LIT-PCBA,RandomForest,FEN1,Enrichment factor 5%,12.966735011312217, LIT-PCBA,RandomForest,FEN1,RIE,10.930159766018354, LIT-PCBA,RandomForest,FEN1,AUPRC,0.0435881768871634, LIT-PCBA,RandomForest,FEN1,accuracy,0.998920011948804, 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,-0.00018993589860315263, LIT-PCBA,LogisticRegression,FEN1,AUROC,0.9072613011564328, LIT-PCBA,LogisticRegression,FEN1,BEDROC,0.5979621647689953, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 1%,46.120992669787164, LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 5%,13.186510180995477, LIT-PCBA,LogisticRegression,FEN1,RIE,11.835073997622061, LIT-PCBA,LogisticRegression,FEN1,AUPRC,0.11295109037298154, LIT-PCBA,LogisticRegression,FEN1,accuracy,0.9989315011833911, LIT-PCBA,LogisticRegression,FEN1,F1 score,0.041237113402061855, LIT-PCBA,LogisticRegression,FEN1,recall,0.02197802197802198, LIT-PCBA,LogisticRegression,FEN1,precision,0.3333333333333333, LIT-PCBA,LogisticRegression,FEN1,MCC,0.08537121506464447, 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,0.6857255594762353, LIT-PCBA,LightGBM_Ranker,FEN1,BEDROC,0.21544047414996134, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 1%,14.275545350172216, LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 5%,4.615278563348416, LIT-PCBA,LightGBM_Ranker,FEN1,RIE,4.264072410948168, LIT-PCBA,LightGBM_Ranker,FEN1,AUPRC,0.014401639738687477, LIT-PCBA,LightGBM_Ranker,FEN1,accuracy,0.5004710586180748, LIT-PCBA,LightGBM_Ranker,FEN1,F1 score,0.0030268287090116945, LIT-PCBA,LightGBM_Ranker,FEN1,recall,0.7252747252747253, LIT-PCBA,LightGBM_Ranker,FEN1,precision,0.0015165789655093179, LIT-PCBA,LightGBM_Ranker,FEN1,MCC,0.014575916095110532, LIT-PCBA,RandomForest,GBA,AUROC,0.6433370639887926, LIT-PCBA,RandomForest,GBA,BEDROC,0.486863160830022, LIT-PCBA,RandomForest,GBA,Enrichment factor 1%,17.059002125290963, LIT-PCBA,RandomForest,GBA,Enrichment factor 5%,6.829268292682927, LIT-PCBA,RandomForest,GBA,RIE,9.68220767685869, LIT-PCBA,RandomForest,GBA,AUPRC,0.03785683990547603, LIT-PCBA,RandomForest,GBA,accuracy,0.9994324473975637, LIT-PCBA,RandomForest,GBA,F1 score,0.046511627906976744, LIT-PCBA,RandomForest,GBA,recall,0.024390243902439025, LIT-PCBA,RandomForest,GBA,precision,0.5, LIT-PCBA,RandomForest,GBA,MCC,0.11033901768925161, LIT-PCBA,LogisticRegression,GBA,AUROC,0.8215504640122372, LIT-PCBA,LogisticRegression,GBA,BEDROC,0.4130247796569529, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 1%,29.24400364335594, LIT-PCBA,LogisticRegression,GBA,Enrichment factor 5%,9.75609756097561, LIT-PCBA,LogisticRegression,GBA,RIE,8.213789863605571, LIT-PCBA,LogisticRegression,GBA,AUPRC,0.03678180521422133, LIT-PCBA,LogisticRegression,GBA,accuracy,0.9994324473975637, LIT-PCBA,LogisticRegression,GBA,F1 score,0.0, LIT-PCBA,LogisticRegression,GBA,recall,0.0, LIT-PCBA,LogisticRegression,GBA,precision,0.0, LIT-PCBA,LogisticRegression,GBA,MCC,0.0, 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,0.5545144703375731, LIT-PCBA,LightGBM_Ranker,GBA,BEDROC,0.1395262457450784, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 1%,4.874000607225989, LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 5%,3.4146341463414633, LIT-PCBA,LightGBM_Ranker,GBA,RIE,2.774747014691019, LIT-PCBA,LightGBM_Ranker,GBA,AUPRC,0.006203775871386123, LIT-PCBA,LightGBM_Ranker,GBA,accuracy,0.5000415282392027, LIT-PCBA,LightGBM_Ranker,GBA,F1 score,0.0012167805093885678, LIT-PCBA,LightGBM_Ranker,GBA,recall,0.5365853658536586, LIT-PCBA,LightGBM_Ranker,GBA,precision,0.0006090808416389812, LIT-PCBA,LightGBM_Ranker,GBA,MCC,0.0017436677501692379, LIT-PCBA,RandomForest,IDH1,AUROC,0.491699684599239, LIT-PCBA,RandomForest,IDH1,BEDROC,0.7175023321513222, LIT-PCBA,RandomForest,IDH1,Enrichment factor 1%,0.0, LIT-PCBA,RandomForest,IDH1,Enrichment factor 5%,19.995960502693, LIT-PCBA,RandomForest,IDH1,RIE,14.33556176855469, 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,0.8201180539186892, LIT-PCBA,LogisticRegression,IDH1,BEDROC,0.3079374617784217, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 1%,11.098903836572, LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 5%,8.887093556752443, LIT-PCBA,LogisticRegression,IDH1,RIE,6.152532644515622, LIT-PCBA,LogisticRegression,IDH1,AUPRC,0.002372269848083073, 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,0.8259346974509783, LIT-PCBA,LightGBM_Ranker,IDH1,BEDROC,0.1799641403170011, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 5%,2.221773389188111, LIT-PCBA,LightGBM_Ranker,IDH1,RIE,3.595649736893795, LIT-PCBA,LightGBM_Ranker,IDH1,AUPRC,0.00041209351779746505, LIT-PCBA,LightGBM_Ranker,IDH1,accuracy,0.5001010078337187, LIT-PCBA,LightGBM_Ranker,IDH1,F1 score,0.0004039497307001795, LIT-PCBA,LightGBM_Ranker,IDH1,recall,1.0, LIT-PCBA,LightGBM_Ranker,IDH1,precision,0.00020201566743731903, LIT-PCBA,LightGBM_Ranker,IDH1,MCC,0.010050772971855294, LIT-PCBA,RandomForest,KAT2A,AUROC,0.5763689977006607, LIT-PCBA,RandomForest,KAT2A,BEDROC,0.3351925758798502, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 1%,12.486733490566039, LIT-PCBA,RandomForest,KAT2A,Enrichment factor 5%,4.58279233553667, LIT-PCBA,RandomForest,KAT2A,RIE,6.666008006028506, LIT-PCBA,RandomForest,KAT2A,AUPRC,0.0024006910989696336, 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,0.714981091477483, LIT-PCBA,LogisticRegression,KAT2A,BEDROC,0.261776014485086, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 1%,12.486733490566039, LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 5%,6.665879760780611, LIT-PCBA,LogisticRegression,KAT2A,RIE,5.205965576078223, LIT-PCBA,LogisticRegression,KAT2A,AUPRC,0.00735953148109915, 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,0.5123933996362003, LIT-PCBA,LightGBM_Ranker,KAT2A,BEDROC,0.03942010505308691, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 5%,0.8332349700975764, LIT-PCBA,LightGBM_Ranker,KAT2A,RIE,0.7839515760592318, LIT-PCBA,LightGBM_Ranker,KAT2A,AUPRC,0.0006014368879578262, LIT-PCBA,LightGBM_Ranker,KAT2A,accuracy,0.5, LIT-PCBA,LightGBM_Ranker,KAT2A,F1 score,0.001131995377685541, LIT-PCBA,LightGBM_Ranker,KAT2A,recall,0.5, LIT-PCBA,LightGBM_Ranker,KAT2A,precision,0.0005666391217093613, LIT-PCBA,LightGBM_Ranker,KAT2A,MCC,0.0, LIT-PCBA,RandomForest,MAPK1,AUROC,0.693210134128167, LIT-PCBA,RandomForest,MAPK1,BEDROC,0.20106816292889954, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 1%,10.340360937763535, LIT-PCBA,RandomForest,MAPK1,Enrichment factor 5%,4.411842394893243, LIT-PCBA,RandomForest,MAPK1,RIE,3.8259371478154445, LIT-PCBA,RandomForest,MAPK1,AUPRC,0.03150932434908893, 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,0.7328051948051949, LIT-PCBA,LogisticRegression,MAPK1,BEDROC,0.19154007203845952, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 1%,9.047815820543093, LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 5%,3.114241690512877, LIT-PCBA,LogisticRegression,MAPK1,RIE,3.6446360609536743, LIT-PCBA,LogisticRegression,MAPK1,AUPRC,0.024610726756939136, LIT-PCBA,LogisticRegression,MAPK1,accuracy,0.9949761858158804, LIT-PCBA,LogisticRegression,MAPK1,F1 score,0.02531645569620253, LIT-PCBA,LogisticRegression,MAPK1,recall,0.012987012987012988, LIT-PCBA,LogisticRegression,MAPK1,precision,0.5, LIT-PCBA,LogisticRegression,MAPK1,MCC,0.0799789934149975, 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,0.6178535235256546, LIT-PCBA,LightGBM_Ranker,MAPK1,BEDROC,0.13147647480353908, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 1%,6.462725586102209, LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 5%,2.854721549636804, LIT-PCBA,LightGBM_Ranker,MAPK1,RIE,2.501742318153137, LIT-PCBA,LightGBM_Ranker,MAPK1,AUPRC,0.014881490460649967, LIT-PCBA,LightGBM_Ranker,MAPK1,accuracy,0.5012722646310432, LIT-PCBA,LightGBM_Ranker,MAPK1,F1 score,0.012403100775193798, LIT-PCBA,LightGBM_Ranker,MAPK1,recall,0.6233766233766234, LIT-PCBA,LightGBM_Ranker,MAPK1,precision,0.006263865326895472, LIT-PCBA,LightGBM_Ranker,MAPK1,MCC,0.017538325846747485, LIT-PCBA,RandomForest,MTORC1,AUROC,0.5604300618706782, LIT-PCBA,RandomForest,MTORC1,BEDROC,0.1537004990860581, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 1%,4.150100401606426, LIT-PCBA,RandomForest,MTORC1,Enrichment factor 5%,4.992149758454106, LIT-PCBA,RandomForest,MTORC1,RIE,2.9864705804063196, LIT-PCBA,RandomForest,MTORC1,AUPRC,0.006129204445083003, 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,0.6261474382304176, LIT-PCBA,LogisticRegression,MTORC1,BEDROC,0.09138694114639793, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 5%,1.664049919484702, LIT-PCBA,LogisticRegression,MTORC1,RIE,1.775689834676616, LIT-PCBA,LogisticRegression,MTORC1,AUPRC,0.005034928870226216, 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,0.5872305794815803, LIT-PCBA,LightGBM_Ranker,MTORC1,BEDROC,0.11049711903164414, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 1%,4.150100401606426, LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 5%,2.496074879227053, LIT-PCBA,LightGBM_Ranker,MTORC1,RIE,2.1470092745540668, LIT-PCBA,LightGBM_Ranker,MTORC1,AUPRC,0.005212198435175852, LIT-PCBA,LightGBM_Ranker,MTORC1,accuracy,0.5005443328898028, LIT-PCBA,LightGBM_Ranker,MTORC1,F1 score,0.006735626653836902, LIT-PCBA,LightGBM_Ranker,MTORC1,recall,0.5833333333333334, LIT-PCBA,LightGBM_Ranker,MTORC1,precision,0.003387369949189451, LIT-PCBA,LightGBM_Ranker,MTORC1,MCC,0.00899967467107871, LIT-PCBA,RandomForest,OPRK1,AUROC,0.49505266754817334, LIT-PCBA,RandomForest,OPRK1,BEDROC,0.8204718645413587, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 1%,99.87388724035607, LIT-PCBA,RandomForest,OPRK1,Enrichment factor 5%,19.998514557338087, LIT-PCBA,RandomForest,OPRK1,RIE,16.39481976613561, 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,0.4960381722107494, LIT-PCBA,LogisticRegression,OPRK1,BEDROC,0.018153305204450215, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 1%,0.0, LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 5%,0.0, LIT-PCBA,LogisticRegression,OPRK1,RIE,0.36274272519572043, LIT-PCBA,LogisticRegression,OPRK1,AUPRC,0.00011113171600493807, 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,0.37887701991313694, LIT-PCBA,LightGBM_Ranker,OPRK1,BEDROC,0.03676224306940508, 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,0.7345899447684404, LIT-PCBA,LightGBM_Ranker,OPRK1,AUPRC,9.877863994437365e-05, LIT-PCBA,LightGBM_Ranker,OPRK1,accuracy,0.49997771670504343, LIT-PCBA,LightGBM_Ranker,OPRK1,F1 score,0.00011882482250542138, LIT-PCBA,LightGBM_Ranker,OPRK1,recall,0.3333333333333333, LIT-PCBA,LightGBM_Ranker,OPRK1,precision,5.942300264432362e-05, LIT-PCBA,LightGBM_Ranker,OPRK1,MCC,-0.003147012340174782, LIT-PCBA,RandomForest,PKM2,AUROC,0.6136274501768841, LIT-PCBA,RandomForest,PKM2,BEDROC,0.1921114573056498, LIT-PCBA,RandomForest,PKM2,Enrichment factor 1%,4.407655709342561, LIT-PCBA,RandomForest,PKM2,Enrichment factor 5%,4.116502519909206, LIT-PCBA,RandomForest,PKM2,RIE,3.758020041888278, LIT-PCBA,RandomForest,PKM2,AUPRC,0.005359325539151011, 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,0.7573448659218469, LIT-PCBA,LogisticRegression,PKM2,BEDROC,0.21121681660258573, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 1%,7.346092848904268, LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 5%,5.145628149886508, LIT-PCBA,LogisticRegression,PKM2,RIE,4.131752683069424, LIT-PCBA,LogisticRegression,PKM2,AUPRC,0.008777993322154818, LIT-PCBA,LogisticRegression,PKM2,accuracy,0.9977593510295537, 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,-0.00019094566328189835, 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,0.5998902970633071, LIT-PCBA,LightGBM_Ranker,PKM2,BEDROC,0.12362222015862767, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 1%,3.673046424452134, LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 5%,3.087376889931905, LIT-PCBA,LightGBM_Ranker,PKM2,RIE,2.4182565182813955, LIT-PCBA,LightGBM_Ranker,PKM2,AUPRC,0.0039974320235912335, LIT-PCBA,LightGBM_Ranker,PKM2,accuracy,0.5005642510181051, LIT-PCBA,LightGBM_Ranker,PKM2,F1 score,0.005536196958348259, LIT-PCBA,LightGBM_Ranker,PKM2,recall,0.625, LIT-PCBA,LightGBM_Ranker,PKM2,precision,0.002780412809525367, LIT-PCBA,LightGBM_Ranker,PKM2,MCC,0.011804512029865018, LIT-PCBA,RandomForest,PPARG,AUROC,0.6019163763066201, LIT-PCBA,RandomForest,PPARG,BEDROC,0.2705112848045838, LIT-PCBA,RandomForest,PPARG,Enrichment factor 1%,16.055555555555554, LIT-PCBA,RandomForest,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,RandomForest,PPARG,RIE,5.05250793882663, LIT-PCBA,RandomForest,PPARG,AUPRC,0.07008127097422508, 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,0.6831204026325978, LIT-PCBA,LogisticRegression,PPARG,BEDROC,0.31384211607208856, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 1%,16.055555555555554, LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 5%,6.5681818181818175, LIT-PCBA,LogisticRegression,PPARG,RIE,5.861824885501989, LIT-PCBA,LogisticRegression,PPARG,AUPRC,0.0968421948404251, 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,0.6113046844754161, LIT-PCBA,LightGBM_Ranker,PPARG,BEDROC,0.18171037767913908, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 1%,0.0, LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 5%,3.2840909090909087, LIT-PCBA,LightGBM_Ranker,PPARG,RIE,3.3939180407218275, LIT-PCBA,LightGBM_Ranker,PPARG,AUPRC,0.022623464634631843, LIT-PCBA,LightGBM_Ranker,PPARG,accuracy,0.5028835063437139, LIT-PCBA,LightGBM_Ranker,PPARG,F1 score,0.018223234624145785, LIT-PCBA,LightGBM_Ranker,PPARG,recall,0.6666666666666666, LIT-PCBA,LightGBM_Ranker,PPARG,precision,0.009237875288683603, LIT-PCBA,LightGBM_Ranker,PPARG,MCC,0.027922431794311395, LIT-PCBA,RandomForest,TP53,AUROC,0.6349842767295597, LIT-PCBA,RandomForest,TP53,BEDROC,0.2177622895232595, LIT-PCBA,RandomForest,TP53,Enrichment factor 1%,11.26388888888889, LIT-PCBA,RandomForest,TP53,Enrichment factor 5%,3.7088414634146343, LIT-PCBA,RandomForest,TP53,RIE,3.5986990733128414, LIT-PCBA,RandomForest,TP53,AUPRC,0.06992646513380307, 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,0.7110849056603774, LIT-PCBA,LogisticRegression,TP53,BEDROC,0.20689427648598474, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LogisticRegression,TP53,Enrichment factor 5%,3.7088414634146343, LIT-PCBA,LogisticRegression,TP53,RIE,3.4190963148079248, LIT-PCBA,LogisticRegression,TP53,AUPRC,0.11359345510718594, 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,0.6856132075471698, LIT-PCBA,LightGBM_Ranker,TP53,BEDROC,0.15272285359870938, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 1%,5.631944444444445, LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 5%,3.7088414634146343, LIT-PCBA,LightGBM_Ranker,TP53,RIE,2.523869473496484, LIT-PCBA,LightGBM_Ranker,TP53,AUPRC,0.099453180470321, LIT-PCBA,LightGBM_Ranker,TP53,accuracy,0.5104808877928483, LIT-PCBA,LightGBM_Ranker,TP53,F1 score,0.057007125890736345, LIT-PCBA,LightGBM_Ranker,TP53,recall,0.75, LIT-PCBA,LightGBM_Ranker,TP53,precision,0.02962962962962963, LIT-PCBA,LightGBM_Ranker,TP53,MCC,0.07110767075566204, LIT-PCBA,RandomForest,VDR,AUROC,0.6856453645548912, LIT-PCBA,RandomForest,VDR,BEDROC,0.3124858017573315, LIT-PCBA,RandomForest,VDR,Enrichment factor 1%,13.93000139217597, LIT-PCBA,RandomForest,VDR,Enrichment factor 5%,6.545053353021481, LIT-PCBA,RandomForest,VDR,RIE,6.09432223817075, LIT-PCBA,RandomForest,VDR,AUPRC,0.018317063496954392, 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,0.8086135820108259, LIT-PCBA,LogisticRegression,VDR,BEDROC,0.3090759865837329, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 1%,14.535653626618405, LIT-PCBA,LogisticRegression,VDR,Enrichment factor 5%,6.78746273646672, LIT-PCBA,LogisticRegression,VDR,RIE,6.027821577406414, LIT-PCBA,LogisticRegression,VDR,AUPRC,0.023846802314164327, 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,0.6613662550750627, LIT-PCBA,LightGBM_Ranker,VDR,BEDROC,0.12732749624799533, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 1%,3.0282611722121677, LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 5%,2.78770790962026, LIT-PCBA,LightGBM_Ranker,VDR,RIE,2.4832321832863546, LIT-PCBA,LightGBM_Ranker,VDR,AUPRC,0.008041004922822111, LIT-PCBA,LightGBM_Ranker,VDR,accuracy,0.5012106166482776, LIT-PCBA,LightGBM_Ranker,VDR,F1 score,0.007440612325801238, LIT-PCBA,LightGBM_Ranker,VDR,recall,0.7393939393939394, LIT-PCBA,LightGBM_Ranker,VDR,precision,0.003739119774426873, LIT-PCBA,LightGBM_Ranker,VDR,MCC,0.024105971975272027, WELQRATE,RandomForest,AID1798,AUROC,0.7039790196493468,1.0 WELQRATE,RandomForest,AID1798,BEDROC,0.2441686972983759,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,4.327156094084105,1.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,5.20966819221968,1.0 WELQRATE,RandomForest,AID1798,RIE,4.792027793910011,1.0 WELQRATE,RandomForest,AID1798,AUPRC,0.012558805574404978,1.0 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,0.7139884550669627,1.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.23704988224299103,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,12.981468282252315,1.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,5.20966819221968,1.0 WELQRATE,LogisticRegression,AID1798,RIE,4.65231471977941,1.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.009902158329264533,1.0 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,0.642311569687555,1.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.11788408377217113,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,8.65431218816821,1.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.60483409610984,1.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.3135799856901897,1.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.02533706565685986,1.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5007412287926206,1.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.005251066622907778,1.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6956521739130435,1.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0026354801515401085,1.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.017046891567800045,1.0 WELQRATE,RandomForest,AID1798,AUROC,0.6421735319492631,2.0 WELQRATE,RandomForest,AID1798,BEDROC,0.2065688226141562,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,8.293715846994536,2.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.3283991228070176,2.0 WELQRATE,RandomForest,AID1798,RIE,4.011270400973932,2.0 WELQRATE,RandomForest,AID1798,AUPRC,0.03884259431014498,2.0 WELQRATE,RandomForest,AID1798,accuracy,0.9970350848295174,2.0 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,0.0,2.0 WELQRATE,LogisticRegression,AID1798,AUROC,0.7256066780476164,2.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.2403927751614012,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,13.822859744990893,2.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.8831323099415207,2.0 WELQRATE,LogisticRegression,AID1798,RIE,4.668083062939094,2.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.021084594194732926,2.0 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,0.582820502230299,2.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.12184561047171173,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,8.293715846994536,2.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.7736659356725144,2.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.366067096605806,2.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.007287480561584746,2.0 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,0.5679335680958332,3.0 WELQRATE,RandomForest,AID1798,BEDROC,0.142738171946604,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,2.75453720508167,3.0 WELQRATE,RandomForest,AID1798,RIE,2.787653019239957,3.0 WELQRATE,RandomForest,AID1798,AUPRC,0.003756069724323393,3.0 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,0.6677835440407427,3.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.16941293507717461,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.443171506352087,3.0 WELQRATE,LogisticRegression,AID1798,RIE,3.308606747580828,3.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.006479079761200733,3.0 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,0.5646356009644811,3.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.11655967261725417,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,6.863764838892029,3.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.75453720508167,3.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.2763912411601286,3.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.007582706083562713,3.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5004117937736782,3.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.005573770491803279,3.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.5862068965517241,3.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.0028001976610113654,3.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.008436166581415206,3.0 WELQRATE,RandomForest,AID1798,AUROC,0.6060615981120312,4.0 WELQRATE,RandomForest,AID1798,BEDROC,0.18373226360159767,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,6.863764838892029,4.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.443171506352087,4.0 WELQRATE,RandomForest,AID1798,RIE,3.5882608740531556,4.0 WELQRATE,RandomForest,AID1798,AUPRC,0.010734475603444621,4.0 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,0.7187461746712708,4.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.22450057341273233,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.295647258338043,4.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.820440108892922,4.0 WELQRATE,LogisticRegression,AID1798,RIE,4.384459246661234,4.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.018439073331358583,4.0 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,0.6278691744691511,4.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.092191929014316,4.0 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,1.8004932240318505,4.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0038690722575847837,4.0 WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.500905946302092,4.0 WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006557377049180328,4.0 WELQRATE,LightGBM_Ranker,AID1798,recall,0.6896551724137931,4.0 WELQRATE,LightGBM_Ranker,AID1798,precision,0.003294350189425136,4.0 WELQRATE,LightGBM_Ranker,AID1798,MCC,0.018559566479113453,4.0 WELQRATE,RandomForest,AID1798,AUROC,0.5537247284459181,5.0 WELQRATE,RandomForest,AID1798,BEDROC,0.17991341012868053,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 1%,2.6898537882144438,5.0 WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.317923186344239,5.0 WELQRATE,RandomForest,AID1798,RIE,3.4908131645801155,5.0 WELQRATE,RandomForest,AID1798,AUPRC,0.010068920032273125,5.0 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,0.6973173917411836,5.0 WELQRATE,LogisticRegression,AID1798,BEDROC,0.19804195304455322,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,8.06956136464333,5.0 WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,3.7781827880512093,5.0 WELQRATE,LogisticRegression,AID1798,RIE,3.842556569641276,5.0 WELQRATE,LogisticRegression,AID1798,AUPRC,0.01461993619304227,5.0 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,0.6769483237884726,5.0 WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.10422601067094686,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,5.0 WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.1589615931721196,5.0 WELQRATE,LightGBM_Ranker,AID1798,RIE,2.022270230433004,5.0 WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.005888993318531768,5.0 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,0.6727958911002758,1.0 WELQRATE,RandomForest,AID1843,BEDROC,0.38559738471544736,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,7.993899480069324,1.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,8.799389524800555,1.0 WELQRATE,RandomForest,AID1843,RIE,7.678604705564529,1.0 WELQRATE,RandomForest,AID1843,AUPRC,0.001815414019245806,1.0 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,0.8490722007253041,1.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.41890060302959353,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,27.978648180242637,1.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.59933402705515,1.0 WELQRATE,LogisticRegression,AID1843,RIE,8.341789305914777,1.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.012782277647964843,1.0 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,0.7095691554892333,1.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.20200573659294388,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,11.990849220103987,1.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,3.9997225112729797,1.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,4.022647114941885,1.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.04195418154968737,1.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002775079783544,1.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0013863856924996535,1.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.8,1.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0006937940125576717,1.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.012497360132017254,1.0 WELQRATE,RandomForest,AID1843,AUROC,0.6658492757679659,2.0 WELQRATE,RandomForest,AID1843,BEDROC,0.40505149277187996,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,19.340079387264495,2.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,8.386514942991731,2.0 WELQRATE,RandomForest,AID1843,RIE,8.057628661195432,2.0 WELQRATE,RandomForest,AID1843,AUPRC,0.00481411077147475,2.0 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,0.852451752851445,2.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.26243652483926755,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,12.89338625817633,2.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,5.806048806686584,2.0 WELQRATE,LogisticRegression,AID1843,RIE,5.220610485173759,2.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.021184036348616573,2.0 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,0.7156616052060738,2.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.2876878599269728,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,16.11673282272041,2.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,6.451165340762871,2.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,5.722931508353345,2.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.005567817213253353,2.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002948522270015,2.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0016632592951938737,2.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7741935483870968,2.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0008325239350631331,2.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.012719282265430756,2.0 WELQRATE,RandomForest,AID1843,AUROC,0.6967126576420225,3.0 WELQRATE,RandomForest,AID1843,BEDROC,0.4604812604798475,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,27.756595416907377,3.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,9.443789262727869,3.0 WELQRATE,RandomForest,AID1843,RIE,9.152359623080068,3.0 WELQRATE,RandomForest,AID1843,AUPRC,0.015118886262377854,3.0 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,0.9315607042307841,3.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.533758932123712,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,33.30791450028885,3.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,12.221374340000771,3.0 WELQRATE,LogisticRegression,AID1843,RIE,10.60880021631525,3.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.034283284790364923,3.0 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,0.7913762100350958,3.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.37427410799952804,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,19.429616791835162,3.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,9.443789262727869,3.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,7.438937328363023,3.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.021506775029404002,3.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5004162619675315,3.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0020787139689578712,3.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.8333333333333334,3.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0010406549188289164,3.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01666377390145063,3.0 WELQRATE,RandomForest,AID1843,AUROC,0.6870658757983894,4.0 WELQRATE,RandomForest,AID1843,BEDROC,0.44849821306578747,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,29.97712305025997,4.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,8.999375650364204,4.0 WELQRATE,RandomForest,AID1843,RIE,8.9080202169686,4.0 WELQRATE,RandomForest,AID1843,AUPRC,0.005000797706865386,4.0 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,0.8923445744237711,4.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.38824533765723945,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,17.486655112651647,4.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,8.499410336455082,4.0 WELQRATE,LogisticRegression,AID1843,RIE,7.711284501791993,4.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.013577745380220958,4.0 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,0.745864646973063,4.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.2613321457056927,4.0 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,5.190549208984158,4.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.008753944381375315,4.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5004509504648259,4.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0022862685326312873,4.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.825,4.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.001144720410711808,4.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01712662545976262,4.0 WELQRATE,RandomForest,AID1843,AUROC,0.6587256134296275,5.0 WELQRATE,RandomForest,AID1843,BEDROC,0.4075407132342082,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 1%,22.83971280019807,5.0 WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.9994450225459595,5.0 WELQRATE,RandomForest,AID1843,RIE,8.101534530146079,5.0 WELQRATE,RandomForest,AID1843,AUPRC,0.006395956944644964,5.0 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,0.9043543152670033,5.0 WELQRATE,LogisticRegression,AID1843,BEDROC,0.4937059460430706,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,31.40460510027234,5.0 WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,11.427778603637085,5.0 WELQRATE,LogisticRegression,AID1843,RIE,9.8144200963159,5.0 WELQRATE,LogisticRegression,AID1843,AUPRC,0.059418759624180216,5.0 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,0.766546422807161,5.0 WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.4145919564441567,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,28.549641000247586,5.0 WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,9.713611813091521,5.0 WELQRATE,LightGBM_Ranker,AID1843,RIE,8.241706758829844,5.0 WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.04037481367496898,5.0 WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002948522270015,5.0 WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0018016145237847764,5.0 WELQRATE,LightGBM_Ranker,AID1843,recall,0.7428571428571429,5.0 WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009019009296517275,5.0 WELQRATE,LightGBM_Ranker,AID1843,MCC,0.011970836623755154,5.0 WELQRATE,RandomForest,AID2258,AUROC,0.6955479961914655,1.0 WELQRATE,RandomForest,AID2258,BEDROC,0.3669914658897868,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,13.979447322970639,1.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.399100657212037,1.0 WELQRATE,RandomForest,AID2258,RIE,7.27671689895484,1.0 WELQRATE,RandomForest,AID2258,AUPRC,0.012061755011260377,1.0 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,0.7445421968319917,1.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.3301192101194066,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,23.96476683937824,1.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.7994119681771,1.0 WELQRATE,LogisticRegression,AID2258,RIE,6.545612799617884,1.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.022322560707576638,1.0 WELQRATE,LogisticRegression,AID2258,accuracy,0.9990832828850644,1.0 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,-0.0002119357610352812,1.0 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,0.6388797714879252,1.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.16653217896406422,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,9.9853195164076,1.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.199723279142165,1.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.3020046563887377,1.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.004106740163685854,1.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500423765458791,1.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0024866171645657052,1.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.72,1.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012454592631032694,1.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.012947640856292627,1.0 WELQRATE,RandomForest,AID2258,AUROC,0.6937210434497518,2.0 WELQRATE,RandomForest,AID2258,BEDROC,0.43076770179395624,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,34.642945261005956,2.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.795071262680098,2.0 WELQRATE,RandomForest,AID2258,RIE,8.542747111198015,2.0 WELQRATE,RandomForest,AID2258,AUPRC,0.0847430973182666,2.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991524690824181,2.0 WELQRATE,RandomForest,AID2258,F1 score,0.0,2.0 WELQRATE,RandomForest,AID2258,recall,0.0,2.0 WELQRATE,RandomForest,AID2258,precision,0.0,2.0 WELQRATE,RandomForest,AID2258,MCC,0.0,2.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.795483467077237,2.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.38883189830483333,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,24.453843713651263,2.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,9.38694329340176,2.0 WELQRATE,LogisticRegression,AID2258,RIE,7.711099425271064,2.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.024700733118623423,2.0 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,0.6745619377827647,2.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.20759055287570108,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,12.226921856825632,2.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.081279692783374,2.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,4.116821195702372,2.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.03711251243622672,2.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5004064689094526,2.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0024865312888520514,2.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.7346938775510204,2.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012453730930224512,2.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.013671294892160865,2.0 WELQRATE,RandomForest,AID2258,AUROC,0.72455434607461,3.0 WELQRATE,RandomForest,AID2258,BEDROC,0.44150187386098405,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,28.80380629732961,3.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.152881622009952,3.0 WELQRATE,RandomForest,AID2258,RIE,8.751092419842532,3.0 WELQRATE,RandomForest,AID2258,AUPRC,0.04630726750453029,3.0 WELQRATE,RandomForest,AID2258,accuracy,0.9991005794344029,3.0 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,0.0,3.0 WELQRATE,LogisticRegression,AID2258,AUROC,0.8233358058592204,3.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.3923428848833973,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,24.963298791019,3.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.845388872628583,3.0 WELQRATE,LogisticRegression,AID2258,RIE,7.776702775690044,3.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.013430688769164699,3.0 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,0.6657244323289195,3.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.13926888991703107,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,5.760761259465923,3.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.6920748742782643,3.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,2.7604751227585287,3.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.002301918787591577,3.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500423765458791,3.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.002624400013812632,3.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.7307692307692307,3.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.001314560487079254,3.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.013848443860878579,3.0 WELQRATE,RandomForest,AID2258,AUROC,0.6474093030328951,4.0 WELQRATE,RandomForest,AID2258,BEDROC,0.34267002181756945,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,17.621152087778118,4.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,8.234581968380573,4.0 WELQRATE,RandomForest,AID2258,RIE,6.793298952199483,4.0 WELQRATE,RandomForest,AID2258,AUPRC,0.04344824260301339,4.0 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,0.8325943562107344,4.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.3107565772228406,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,11.747434725185412,4.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.450336066630042,4.0 WELQRATE,LogisticRegression,AID2258,RIE,6.1606274180825515,4.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.016851580502266355,4.0 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,0.6155098976090678,4.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.08788159969674998,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,3.9158115750618037,4.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,1.176368852625796,4.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,1.742218320024912,4.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.0016238867589357957,4.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5002680965147454,4.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.00227916292561641,4.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.6470588235294118,4.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.001141592001937247,4.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.008739831923722395,4.0 WELQRATE,RandomForest,AID2258,AUROC,0.7120065394879709,5.0 WELQRATE,RandomForest,AID2258,BEDROC,0.4303567533565663,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 1%,26.746391561806067,5.0 WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.713359193556357,5.0 WELQRATE,RandomForest,AID2258,RIE,8.524301565961306,5.0 WELQRATE,RandomForest,AID2258,AUPRC,0.0878042546131913,5.0 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,0.8320802818608355,5.0 WELQRATE,LogisticRegression,AID2258,BEDROC,0.3852154621153524,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,24.963298791018996,5.0 WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.570687354845086,5.0 WELQRATE,LogisticRegression,AID2258,RIE,7.6301643769041805,5.0 WELQRATE,LogisticRegression,AID2258,AUPRC,0.034349635603122285,5.0 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,0.6897371281655549,5.0 WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.15526614262906865,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,10.698556624722428,5.0 WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.8568957849483616,5.0 WELQRATE,LightGBM_Ranker,AID2258,RIE,3.0754378173026544,5.0 WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.023846578611253378,5.0 WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5006659171495287,5.0 WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0032455201463936745,5.0 WELQRATE,LightGBM_Ranker,AID2258,recall,0.8392857142857143,5.0 WELQRATE,LightGBM_Ranker,AID2258,precision,0.001625903760334867,5.0 WELQRATE,LightGBM_Ranker,AID2258,MCC,0.021129577847749468,5.0 WELQRATE,RandomForest,AID2689,AUROC,0.6308296990752148,1.0 WELQRATE,RandomForest,AID2689,BEDROC,0.4659936787683464,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,31.24743431855501,1.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,6.2494868637110015,1.0 WELQRATE,RandomForest,AID2689,RIE,9.295428733168928,1.0 WELQRATE,RandomForest,AID2689,AUPRC,0.022270440096819614,1.0 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,0.9212331017263753,1.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.41210056041273163,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,12.498973727422003,1.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,9.999178981937602,1.0 WELQRATE,LogisticRegression,AID2689,RIE,8.220393466640337,1.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.003636685390662175,1.0 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,0.678035016179635,1.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.13765990571575606,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,12.498973727422003,1.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,2.7459768551972825,1.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.000879606422788042,1.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5001395845307497,1.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0007878409874273709,1.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.75,1.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0003941275002463297,1.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.008106072881600035,1.0 WELQRATE,RandomForest,AID2689,AUROC,0.7155242319697717,2.0 WELQRATE,RandomForest,AID2689,BEDROC,0.5613473075314752,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,35.99704433497537,2.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,9.599211822660099,2.0 WELQRATE,RandomForest,AID2689,RIE,11.180980671206038,2.0 WELQRATE,RandomForest,AID2689,AUPRC,0.036373675251306546,2.0 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,0.8370218498439297,2.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.327154836025239,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,15.998686371100163,2.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,7.199408866995074,2.0 WELQRATE,LogisticRegression,AID2689,RIE,6.516307923287852,2.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.004234187694860747,2.0 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,0.7185437818301298,2.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.18472563528837083,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,3.999671592775041,2.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,5.599540229885057,2.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,3.679386621283717,2.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0012792674624018969,2.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002545364972494,2.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0013126804935678655,2.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.8,2.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006568791670772162,2.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.012159941627815666,2.0 WELQRATE,RandomForest,AID2689,AUROC,0.757497617874158,3.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6137378618378732,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,43.99638752052545,3.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,11.199080459770114,3.0 WELQRATE,RandomForest,AID2689,RIE,12.224501794449637,3.0 WELQRATE,RandomForest,AID2689,AUPRC,0.03219338148706834,3.0 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,0.9293760473139477,3.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5870717222907708,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,43.99638752052545,3.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,13.59888341543514,3.0 WELQRATE,LogisticRegression,AID2689,RIE,11.693362541178468,3.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.04099888366454968,3.0 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,0.8281041563988829,3.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.32105152788675895,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,15.998686371100163,3.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,6.3994745484400655,3.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,6.394741525518499,3.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.009036107771628618,3.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003202233352492,3.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.001443948542924652,3.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.88,3.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0007225670837849378,3.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01540250398120484,3.0 WELQRATE,RandomForest,AID2689,AUROC,0.7943506212591656,4.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6721623951573648,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,54.16221948549535,4.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,12.498973727422003,4.0 WELQRATE,RandomForest,AID2689,RIE,13.390404214139455,4.0 WELQRATE,RandomForest,AID2689,AUPRC,0.03270479727507151,4.0 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,0.9249142996391276,4.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.5970279002062197,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,37.496921182266014,4.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,14.998768472906404,4.0 WELQRATE,LogisticRegression,AID2689,RIE,11.893621201641414,4.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.06166489771855217,4.0 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,0.8212921588276848,4.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.3096502605775624,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,16.66529830322934,4.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,6.666119321291735,4.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,6.168661322059468,4.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.007528175804544131,4.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003366450447492,4.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.001443995930556923,4.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.9166666666666666,4.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0007225670837849378,4.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.016547321874397745,4.0 WELQRATE,RandomForest,AID2689,AUROC,0.7929509857830067,5.0 WELQRATE,RandomForest,AID2689,BEDROC,0.6436659781410068,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 1%,47.364532019704434,5.0 WELQRATE,RandomForest,AID2689,Enrichment factor 5%,12.630541871921181,5.0 WELQRATE,RandomForest,AID2689,RIE,12.833236659514665,5.0 WELQRATE,RandomForest,AID2689,AUPRC,0.015133831605669716,5.0 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,0.916496346326095,5.0 WELQRATE,LogisticRegression,AID2689,BEDROC,0.4636147724703579,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,21.050903119868636,5.0 WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,10.525451559934318,5.0 WELQRATE,LogisticRegression,AID2689,RIE,9.243424856146788,5.0 WELQRATE,LogisticRegression,AID2689,AUPRC,0.0249119285286139,5.0 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,0.8238969812664916,5.0 WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.3627838686710386,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,26.313628899835795,5.0 WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,8.420361247947454,5.0 WELQRATE,LightGBM_Ranker,AID2689,RIE,7.233085812568516,5.0 WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.004870569636728461,5.0 WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002545364972494,5.0 WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011159981618853805,5.0 WELQRATE,LightGBM_Ranker,AID2689,recall,0.8947368421052632,5.0 WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005583472920156337,5.0 WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01394763064456772,5.0 WELQRATE,RandomForest,AID435008,AUROC,0.6529530908449777,1.0 WELQRATE,RandomForest,AID435008,BEDROC,0.39104456070101856,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,18.400717703349283,1.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.893710551973042,1.0 WELQRATE,RandomForest,AID435008,RIE,7.772790420214076,1.0 WELQRATE,RandomForest,AID435008,AUPRC,0.02489118226126614,1.0 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,0.8237598704537712,1.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.33956030228509354,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,18.400717703349283,1.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.367463181841506,1.0 WELQRATE,LogisticRegression,AID435008,RIE,6.749438125646319,1.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.016884164662601266,1.0 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,0.5268378772083883,1.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.08186115689596941,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.2573479152426525,1.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.5787421103946087,1.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,1.627153764247466,1.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0019187277283920878,1.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5000650068257168,1.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0013634592910011687,1.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.5526315789473685,1.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006825716700253527,1.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0026166872679811394,1.0 WELQRATE,RandomForest,AID435008,AUROC,0.6284990380185893,2.0 WELQRATE,RandomForest,AID435008,BEDROC,0.39006746824002947,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,6.665800021666125,2.0 WELQRATE,RandomForest,AID435008,RIE,7.767217311203673,2.0 WELQRATE,RandomForest,AID435008,AUPRC,0.030833703116524013,2.0 WELQRATE,RandomForest,AID435008,accuracy,0.9995612039264122,2.0 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,0.0,2.0 WELQRATE,LogisticRegression,AID435008,AUROC,0.8829249052320347,2.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.4504023603831683,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,25.897306397306398,2.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,11.109666702776874,2.0 WELQRATE,LogisticRegression,AID435008,RIE,8.968635666700276,2.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.06943532355939457,2.0 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,0.7356872521655873,2.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.10106562661784163,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,0.0,2.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.9625777874071666,2.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.0124690227093427,2.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0010264612647948245,2.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002762790092959,2.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0014288961777027247,2.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.8148148148148148,2.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0007150750828837027,2.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.013192036002698424,2.0 WELQRATE,RandomForest,AID435008,AUROC,0.6354568202122307,3.0 WELQRATE,RandomForest,AID435008,BEDROC,0.3847233017061149,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,26.441367456073337,3.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.057905905293545,3.0 WELQRATE,RandomForest,AID435008,RIE,7.652105873067948,3.0 WELQRATE,RandomForest,AID435008,AUPRC,0.017816302758559256,3.0 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,0.8075838908199788,3.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3504171086544157,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,23.503437738731858,3.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.2342235561758,3.0 WELQRATE,LogisticRegression,AID435008,RIE,6.969759317121639,3.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.01630465408416234,3.0 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,0.6552982115152477,3.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.12302816343402491,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,5.8758594346829645,3.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.9407941272056433,3.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,2.4470172163710386,3.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0012138351259184722,3.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002925307157251,3.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0016883116883116883,3.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7647058823529411,3.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0008450887343171033,3.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.012448085152875241,3.0 WELQRATE,RandomForest,AID435008,AUROC,0.6349335716651291,4.0 WELQRATE,RandomForest,AID435008,BEDROC,0.3573258575178678,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,15.891528925619836,4.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.271781841817591,4.0 WELQRATE,RandomForest,AID435008,RIE,7.0956569760672705,4.0 WELQRATE,RandomForest,AID435008,AUPRC,0.007770484832604585,4.0 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,0.8089682687531048,4.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.2844079094660426,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,11.351092089728454,4.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,6.817295476703991,4.0 WELQRATE,LogisticRegression,AID435008,RIE,5.647676840117907,4.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.008237217644865482,4.0 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,0.5185361371324486,4.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.0604929419887298,4.0 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,1.2012485777858444,4.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0010103064378329878,4.0 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,0.7771180507065748,5.0 WELQRATE,RandomForest,AID435008,BEDROC,0.5827150545076049,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 1%,44.06894576012223,5.0 WELQRATE,RandomForest,AID435008,Enrichment factor 5%,12.351335334263704,5.0 WELQRATE,RandomForest,AID435008,RIE,11.590140921908151,5.0 WELQRATE,RandomForest,AID435008,AUPRC,0.0815475099541989,5.0 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,0.8822218991339748,5.0 WELQRATE,LogisticRegression,AID435008,BEDROC,0.3970534456717629,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,17.627578304048892,5.0 WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.82238238161693,5.0 WELQRATE,LogisticRegression,AID435008,RIE,7.897351134079657,5.0 WELQRATE,LogisticRegression,AID435008,AUPRC,0.005922099280599199,5.0 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,0.7115035304830573,5.0 WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.16766254088225252,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.9379297173414822,5.0 WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,3.5289529526467724,5.0 WELQRATE,LightGBM_Ranker,AID435008,RIE,3.334790268971442,5.0 WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0014974094910672879,5.0 WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5003250341285835,5.0 WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0017532467532467534,5.0 WELQRATE,LightGBM_Ranker,AID435008,recall,0.7941176470588235,5.0 WELQRATE,LightGBM_Ranker,AID435008,precision,0.0008775921471754534,5.0 WELQRATE,LightGBM_Ranker,AID435008,MCC,0.013831205725416934,5.0 WELQRATE,RandomForest,AID435034,AUROC,0.6374981579722959,1.0 WELQRATE,RandomForest,AID435034,BEDROC,0.27046161554104126,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,11.08631772268136,1.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.66280353200883,1.0 WELQRATE,RandomForest,AID435034,RIE,5.369108069665676,1.0 WELQRATE,RandomForest,AID435034,AUPRC,0.0032409194600277855,1.0 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,0.8081620247568524,1.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.1649815515389749,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,2.22093451066961,1.0 WELQRATE,LogisticRegression,AID435034,RIE,3.2751552649076205,1.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.0029431383724283127,1.0 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,0.8228798261125847,1.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.10791272814860806,1.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,2.142245231783639,1.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.00242174876014072,1.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.500786879814462,1.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.002977667493796526,1.0 WELQRATE,LightGBM_Ranker,AID435034,recall,1.0,1.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0014910536779324055,1.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.02731565147415284,1.0 WELQRATE,RandomForest,AID435034,AUROC,0.7377712452388855,2.0 WELQRATE,RandomForest,AID435034,BEDROC,0.3945309742116668,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,19.005116096025187,2.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,7.6146326080100915,2.0 WELQRATE,RandomForest,AID435034,RIE,7.7549464596284,2.0 WELQRATE,RandomForest,AID435034,AUPRC,0.034522777108209717,2.0 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,0.7585146903102429,2.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.15786491334708144,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.751279024006297,2.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,2.8554872280037844,2.0 WELQRATE,LogisticRegression,AID435034,RIE,3.103011020198063,2.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.005824920443756046,2.0 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,0.8241074391920724,2.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.26681087376948925,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,14.253837072018891,2.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,6.66280353200883,2.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,5.244465407110592,2.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.05695640368533814,2.0 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,0.603301498932567,3.0 WELQRATE,RandomForest,AID435034,BEDROC,0.23892181495174739,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,13.605935386927122,3.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,3.6342564720048163,3.0 WELQRATE,RandomForest,AID435034,RIE,4.692409627472724,3.0 WELQRATE,RandomForest,AID435034,AUPRC,0.005754542939116715,3.0 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,0.7837750167847255,3.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.19949365231508379,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.54282059000602,3.0 WELQRATE,LogisticRegression,AID435034,RIE,3.918042965592666,3.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.007100788800116666,3.0 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,0.7534983894207196,3.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.20247535085764512,3.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,4.535311795642374,3.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,5.451384708007224,3.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.9766033395165787,3.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.007013092532266645,3.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5013666859935393,3.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.006272697259821723,3.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.8636363636363636,3.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0031477799867461894,3.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03107753467598684,3.0 WELQRATE,RandomForest,AID435034,AUROC,0.7340216730248245,4.0 WELQRATE,RandomForest,AID435034,BEDROC,0.42639162514158435,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,33.25895316804408,4.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,7.9953642384105965,4.0 WELQRATE,RandomForest,AID435034,RIE,8.422751368417272,4.0 WELQRATE,RandomForest,AID435034,AUPRC,0.087338374394139,4.0 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,0.8118095869961851,4.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.28485175477046154,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,13.30358126721763,4.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,6.662803532008829,4.0 WELQRATE,LogisticRegression,AID435034,RIE,5.626835452971432,4.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.009253391779390895,4.0 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,0.8317686736329961,4.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.19289791893422656,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,6.651790633608815,4.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,2.665121412803532,4.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,3.8104201035245917,4.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.009329346012464615,4.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5011181976310776,4.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.004627334324904975,4.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9333333333333333,4.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0023194168323392977,4.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03057043292855339,4.0 WELQRATE,RandomForest,AID435034,AUROC,0.708524264838535,5.0 WELQRATE,RandomForest,AID435034,BEDROC,0.3646073970297213,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.952490642096171,5.0 WELQRATE,RandomForest,AID435034,RIE,7.154974606548426,5.0 WELQRATE,RandomForest,AID435034,AUPRC,0.09687962861053737,5.0 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,0.8061122136027422,5.0 WELQRATE,LogisticRegression,AID435034,BEDROC,0.18954901420197195,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,0.0,5.0 WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.345306651310106,5.0 WELQRATE,LogisticRegression,AID435034,RIE,3.719667789835128,5.0 WELQRATE,LogisticRegression,AID435034,AUPRC,0.006854027600234043,5.0 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,0.8027602381381923,5.0 WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.29283558872447774,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,17.352497305066475,5.0 WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,6.083429311834149,5.0 WELQRATE,LightGBM_Ranker,AID435034,RIE,5.746540583931829,5.0 WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.034177314635512525,5.0 WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5016980038101548,5.0 WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.006932981181908221,5.0 WELQRATE,LightGBM_Ranker,AID435034,recall,0.9130434782608695,5.0 WELQRATE,LightGBM_Ranker,AID435034,precision,0.0034797017398508698,5.0 WELQRATE,LightGBM_Ranker,AID435034,MCC,0.036101628245241796,5.0 WELQRATE,RandomForest,AID463087,AUROC,0.8576519098743365,1.0 WELQRATE,RandomForest,AID463087,BEDROC,0.47420889947392286,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,22.141203703703702,1.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.475482797321877,1.0 WELQRATE,RandomForest,AID463087,RIE,8.968337017931484,1.0 WELQRATE,RandomForest,AID463087,AUPRC,0.08848252738853289,1.0 WELQRATE,RandomForest,AID463087,accuracy,0.9944066910611605,1.0 WELQRATE,RandomForest,AID463087,F1 score,0.01834862385321101,1.0 WELQRATE,RandomForest,AID463087,recall,0.009259259259259259,1.0 WELQRATE,RandomForest,AID463087,precision,1.0,1.0 WELQRATE,RandomForest,AID463087,MCC,0.095955545198155,1.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9219748478370074,1.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5199550369967346,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,29.521604938271608,1.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.475482797321877,1.0 WELQRATE,LogisticRegression,AID463087,RIE,9.83349745045811,1.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.14098332819082632,1.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9944589649764768,1.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.07017543859649122,1.0 WELQRATE,LogisticRegression,AID463087,recall,0.037037037037037035,1.0 WELQRATE,LogisticRegression,AID463087,precision,0.6666666666666666,1.0 WELQRATE,LogisticRegression,AID463087,MCC,0.15627034580272706,1.0 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,0.7013584660256935,1.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1285828718713834,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,0.9225501543209877,1.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,2.4061496187932967,1.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,2.431785961922394,1.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.012020888761926552,1.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5035546262415055,1.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.01819497570557221,1.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.8148148148148148,1.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.009200209095661264,1.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.04744265075490201,1.0 WELQRATE,RandomForest,AID463087,AUROC,0.8790523023817249,2.0 WELQRATE,RandomForest,AID463087,BEDROC,0.5183326833221412,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,28.708509887005647,2.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.519402086322016,2.0 WELQRATE,RandomForest,AID463087,RIE,9.752709236588204,2.0 WELQRATE,RandomForest,AID463087,AUPRC,0.15315446915304295,2.0 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,0.9278760604364059,2.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5684668756398156,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,32.08598163841808,2.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,13.044028833041105,2.0 WELQRATE,LogisticRegression,AID463087,RIE,10.696011123615888,2.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.2011669362060514,2.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9938316779926817,2.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.09230769230769231,2.0 WELQRATE,LogisticRegression,AID463087,recall,0.05084745762711865,2.0 WELQRATE,LogisticRegression,AID463087,precision,0.5,2.0 WELQRATE,LogisticRegression,AID463087,MCC,0.15801867041568196,2.0 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,0.569089727451351,2.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.10583403324640121,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,4.221839689265536,2.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,1.694029718576767,2.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,1.9913245004539306,2.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.012724013077384792,2.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5010454783063252,2.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.014048135523189753,2.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.576271186440678,2.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.007110739307748614,2.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.012034069201242904,2.0 WELQRATE,RandomForest,AID463087,AUROC,0.8502688766114181,3.0 WELQRATE,RandomForest,AID463087,BEDROC,0.442614580611143,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,20.72416666666667,3.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.754900731452455,3.0 WELQRATE,RandomForest,AID463087,RIE,8.298256886779065,3.0 WELQRATE,RandomForest,AID463087,AUPRC,0.17019900260111195,3.0 WELQRATE,RandomForest,AID463087,accuracy,0.9937794040773654,3.0 WELQRATE,RandomForest,AID463087,F1 score,0.0916030534351145,3.0 WELQRATE,RandomForest,AID463087,recall,0.048,3.0 WELQRATE,RandomForest,AID463087,precision,1.0,3.0 WELQRATE,RandomForest,AID463087,MCC,0.2184063133610359,3.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.906983214943436,3.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5371109302977326,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,32.680416666666666,3.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.354064785788923,3.0 WELQRATE,LogisticRegression,AID463087,RIE,10.069899789545781,3.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.23810822014996894,3.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9939362258233142,3.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.14705882352941177,3.0 WELQRATE,LogisticRegression,AID463087,recall,0.08,3.0 WELQRATE,LogisticRegression,AID463087,precision,0.9090909090909091,3.0 WELQRATE,LogisticRegression,AID463087,MCC,0.26869789393198457,3.0 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,0.6988255722178374,3.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.2112659943159849,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,9.565,3.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,4.477659352142111,3.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,3.960871555659801,3.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.0715596047506722,3.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5033978044955567,3.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.0196078431372549,3.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.76,3.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.009932043910088865,3.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.04217202090889315,3.0 WELQRATE,RandomForest,AID463087,AUROC,0.8572296981998357,4.0 WELQRATE,RandomForest,AID463087,BEDROC,0.5630173407642018,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,39.71481643356643,4.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.6023266180006,4.0 WELQRATE,RandomForest,AID463087,RIE,10.459041893329056,4.0 WELQRATE,RandomForest,AID463087,AUPRC,0.30111463345309425,4.0 WELQRATE,RandomForest,AID463087,accuracy,0.9927339257710402,4.0 WELQRATE,RandomForest,AID463087,F1 score,0.0915032679738562,4.0 WELQRATE,RandomForest,AID463087,recall,0.04895104895104895,4.0 WELQRATE,RandomForest,AID463087,precision,0.7,4.0 WELQRATE,RandomForest,AID463087,MCC,0.1838697059524064,4.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9287753380027041,4.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.6090268391308895,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,43.19857226107226,4.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,12.720623159494632,4.0 WELQRATE,LogisticRegression,AID463087,RIE,11.313749615491401,4.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.3319112213205539,4.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9929952953476215,4.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.14102564102564102,4.0 WELQRATE,LogisticRegression,AID463087,recall,0.07692307692307693,4.0 WELQRATE,LogisticRegression,AID463087,precision,0.8461538461538461,4.0 WELQRATE,LogisticRegression,AID463087,MCC,0.2539078822592366,4.0 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,0.7738297937381521,4.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.21695174946308154,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,9.057765151515152,4.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,4.612973233662889,4.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,4.030262103069406,4.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.0340865837366698,4.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5056455828541557,4.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.025754610075203462,4.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.8741258741258742,4.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.013069845253032205,4.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.06494538007481454,4.0 WELQRATE,RandomForest,AID463087,AUROC,0.8238366396761134,5.0 WELQRATE,RandomForest,AID463087,BEDROC,0.4614010718329958,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 1%,29.12419871794872,5.0 WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.302306888513785,5.0 WELQRATE,RandomForest,AID463087,RIE,8.628391745445768,5.0 WELQRATE,RandomForest,AID463087,AUPRC,0.16667765518805014,5.0 WELQRATE,RandomForest,AID463087,accuracy,0.9930998431782541,5.0 WELQRATE,RandomForest,AID463087,F1 score,0.0,5.0 WELQRATE,RandomForest,AID463087,recall,0.0,5.0 WELQRATE,RandomForest,AID463087,precision,0.0,5.0 WELQRATE,RandomForest,AID463087,MCC,-0.0008458144335227716,5.0 WELQRATE,LogisticRegression,AID463087,AUROC,0.9076973684210526,5.0 WELQRATE,LogisticRegression,AID463087,BEDROC,0.5063520614237683,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,29.890625,5.0 WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.609838437424644,5.0 WELQRATE,LogisticRegression,AID463087,RIE,9.468993922655661,5.0 WELQRATE,LogisticRegression,AID463087,AUPRC,0.22400481555049512,5.0 WELQRATE,LogisticRegression,AID463087,accuracy,0.9935703084161004,5.0 WELQRATE,LogisticRegression,AID463087,F1 score,0.13986013986013987,5.0 WELQRATE,LogisticRegression,AID463087,recall,0.07692307692307693,5.0 WELQRATE,LogisticRegression,AID463087,precision,0.7692307692307693,5.0 WELQRATE,LogisticRegression,AID463087,MCC,0.24200883184379104,5.0 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,0.7511481781376519,5.0 WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.2076178397177761,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,9.963541666666668,5.0 WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,4.1516759102966,5.0 WELQRATE,LightGBM_Ranker,AID463087,RIE,3.882539887732506,5.0 WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.026194865815959135,5.0 WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5049137480397282,5.0 WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.023104693140794223,5.0 WELQRATE,LightGBM_Ranker,AID463087,recall,0.8615384615384616,5.0 WELQRATE,LightGBM_Ranker,AID463087,precision,0.01170935703084161,5.0 WELQRATE,LightGBM_Ranker,AID463087,MCC,0.059810767719723115,5.0 WELQRATE,RandomForest,AID485290,AUROC,0.7216072220811458,1.0 WELQRATE,RandomForest,AID485290,BEDROC,0.38423076808469564,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,23.93671740821749,1.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.932332506495186,1.0 WELQRATE,RandomForest,AID485290,RIE,7.521596105682476,1.0 WELQRATE,RandomForest,AID485290,AUPRC,0.04799329486062781,1.0 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,0.79757722267622,1.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.38472997676997145,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,23.93671740821749,1.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.428103288151135,1.0 WELQRATE,LogisticRegression,AID485290,RIE,7.53136847789718,1.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.04976683882515027,1.0 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,0.6400887426668874,1.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.11581374134242836,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,0.8254040485592238,1.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,2.6441108354983953,1.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.267138057460943,1.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.004709667271371743,1.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5008803286560316,1.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.0060208960510005315,1.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.7024793388429752,1.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.003023404709397453,1.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.018806590712053355,1.0 WELQRATE,RandomForest,AID485290,AUROC,0.7663140615046025,2.0 WELQRATE,RandomForest,AID485290,BEDROC,0.4038311773640538,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,23.698889123039407,2.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.1340019769993,2.0 WELQRATE,RandomForest,AID485290,RIE,7.9094772981967205,2.0 WELQRATE,RandomForest,AID485290,AUPRC,0.045912770622458375,2.0 WELQRATE,RandomForest,AID485290,accuracy,0.9978658699247719,2.0 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,-0.0002735013919747999,2.0 WELQRATE,LogisticRegression,AID485290,AUROC,0.8048700532751516,2.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.37181862587716286,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,18.620555739530964,2.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.150752224124213,2.0 WELQRATE,LogisticRegression,AID485290,RIE,7.282476308456609,2.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.029819777539247434,2.0 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,0.6851144628881796,2.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.18503302117327736,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,8.463888972514074,2.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.06700098849965,2.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.624075038364165,2.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.011720939403438395,2.0 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,0.743638992605106,3.0 WELQRATE,RandomForest,AID485290,BEDROC,0.39745532075855994,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.35260281459216,3.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.459883466462413,3.0 WELQRATE,RandomForest,AID485290,RIE,7.768125369535314,3.0 WELQRATE,RandomForest,AID485290,AUPRC,0.051273087407310736,3.0 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,0.8237381853783217,3.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.40872990403413184,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,22.279560049187047,3.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.844228033701718,3.0 WELQRATE,LogisticRegression,AID485290,RIE,7.9884831590123,3.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.04770083799009447,3.0 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,0.6399341411543055,3.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.15887768055865498,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,6.914346222161497,3.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.537769449611555,3.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.105208778463344,3.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.02259008653711234,3.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.500862544238738,3.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006302223481093329,3.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6846153846153846,3.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0031656825780749806,3.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.01777513546523645,3.0 WELQRATE,RandomForest,AID485290,AUROC,0.7357436663875783,4.0 WELQRATE,RandomForest,AID485290,BEDROC,0.4106531597542882,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.983451024563532,4.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.616200603684558,4.0 WELQRATE,RandomForest,AID485290,RIE,8.035995453969708,4.0 WELQRATE,RandomForest,AID485290,AUPRC,0.1106124959907928,4.0 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,0.801823363383885,4.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.41085982626399126,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,28.419399558116364,4.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.941340249106617,4.0 WELQRATE,LogisticRegression,AID485290,RIE,8.040039672513519,4.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.03718659534218992,4.0 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,0.6148172927029238,4.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.12485843174247403,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,3.2479313780704415,4.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.0888266315095585,4.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,2.443331502710256,4.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.004123558422274484,4.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5005957779793345,4.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005524666218082657,4.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.6341463414634146,4.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0027744184392117805,4.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.012562773155011836,4.0 WELQRATE,RandomForest,AID485290,AUROC,0.729679301348463,5.0 WELQRATE,RandomForest,AID485290,BEDROC,0.4076292752633519,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 1%,26.462312702099556,5.0 WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.716243571506729,5.0 WELQRATE,RandomForest,AID485290,RIE,7.985277336891659,5.0 WELQRATE,RandomForest,AID485290,AUPRC,0.07323712860846898,5.0 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,0.8221580343586331,5.0 WELQRATE,LogisticRegression,AID485290,BEDROC,0.39881444809512584,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,26.462312702099556,5.0 WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.22896378159536,5.0 WELQRATE,LogisticRegression,AID485290,RIE,7.812598769586757,5.0 WELQRATE,LogisticRegression,AID485290,AUPRC,0.033954252144258616,5.0 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,0.6757990429397615,5.0 WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.18924280255007847,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,12.804344855854625,5.0 WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.272668417405259,5.0 WELQRATE,LightGBM_Ranker,AID485290,RIE,3.7071828822628636,5.0 WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.007630779211187247,5.0 WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5009158974906187,5.0 WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005950905033473841,5.0 WELQRATE,LightGBM_Ranker,AID485290,recall,0.717948717948718,5.0 WELQRATE,LightGBM_Ranker,AID485290,precision,0.0029878352422280713,5.0 WELQRATE,LightGBM_Ranker,AID485290,MCC,0.019905224938454858,5.0 WELQRATE,RandomForest,AID488997,AUROC,0.7042838343727902,1.0 WELQRATE,RandomForest,AID488997,BEDROC,0.4324431101027972,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,31.06482122260669,1.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.776761376761376,1.0 WELQRATE,RandomForest,AID488997,RIE,8.581775645878455,1.0 WELQRATE,RandomForest,AID488997,AUPRC,0.11002461910777853,1.0 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,0.7485300209432759,1.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.31199629372439097,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,22.189158016147637,1.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.665973665973666,1.0 WELQRATE,LogisticRegression,AID488997,RIE,6.191524705887792,1.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.00995605373121509,1.0 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,0.5300750836671348,1.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.015120152500339991,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.0,1.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.3000574429240207,1.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0008074115569545314,1.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5000519804553488,1.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.001660784720780569,1.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.5333333333333333,1.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0008316872855806217,1.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.001862274890032121,1.0 WELQRATE,RandomForest,AID488997,AUROC,0.6078422682134095,2.0 WELQRATE,RandomForest,AID488997,BEDROC,0.32694772162116803,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,22.189158016147637,2.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,6.295641795641796,2.0 WELQRATE,RandomForest,AID488997,RIE,6.478152715633684,2.0 WELQRATE,RandomForest,AID488997,AUPRC,0.06824257007815974,2.0 WELQRATE,RandomForest,AID488997,accuracy,0.999099005440621,2.0 WELQRATE,RandomForest,AID488997,F1 score,0.07142857142857142,2.0 WELQRATE,RandomForest,AID488997,recall,0.037037037037037035,2.0 WELQRATE,RandomForest,AID488997,precision,1.0,2.0 WELQRATE,RandomForest,AID488997,MCC,0.19236336894464431,2.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.790206639174728,2.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.24561425268759055,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,11.094579008073818,2.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,5.554978054978055,2.0 WELQRATE,LogisticRegression,AID488997,RIE,4.86660874570786,2.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.042213741230376536,2.0 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,0.6776669749874744,2.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.0690043101399879,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,1.8490965013456362,2.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.4813274813274813,2.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,1.3672536625750948,2.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.001564903412488427,2.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5005891118272863,2.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.003043824149977517,2.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.8148148148148148,2.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.001524760023564473,2.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.01926835850281808,2.0 WELQRATE,RandomForest,AID488997,AUROC,0.7282399635594528,3.0 WELQRATE,RandomForest,AID488997,BEDROC,0.4866827224562741,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,35.035512657075216,3.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,10.87606229711493,3.0 WELQRATE,RandomForest,AID488997,RIE,9.638151970684554,3.0 WELQRATE,RandomForest,AID488997,AUPRC,0.10135455706413192,3.0 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,0.796586376359408,3.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.3085676081778598,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,21.02130759424513,3.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.665973665973666,3.0 WELQRATE,LogisticRegression,AID488997,RIE,6.110801495591426,3.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.03260690858618095,3.0 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,0.4076719279684547,3.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.031761512804503594,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,3.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.0525221577853157,3.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,0.6289976858503346,3.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0008188026202439174,3.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.49967079044945767,3.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0013142422355952134,3.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.3333333333333333,3.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.0006584191010846588,3.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,-0.010480696681020998,3.0 WELQRATE,RandomForest,AID488997,AUROC,0.7443152729865122,4.0 WELQRATE,RandomForest,AID488997,BEDROC,0.48455639032972836,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,27.545161675217752,4.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,11.722919205677826,4.0 WELQRATE,RandomForest,AID488997,RIE,9.594385557590916,4.0 WELQRATE,RandomForest,AID488997,AUPRC,0.08791102580412191,4.0 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,0.8336010727118749,4.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.3982406427479402,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,18.937298651712204,4.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,9.654168757617034,4.0 WELQRATE,LogisticRegression,AID488997,RIE,7.885303653142935,4.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.048253414587552196,4.0 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,0.6181167255972402,4.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.10261782029898123,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,5.164717814103329,4.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.068750448060793,4.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,2.0318686711819334,4.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0034515180457269203,4.0 WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5002772290951936,4.0 WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.002559225315580149,4.0 WELQRATE,LightGBM_Ranker,AID488997,recall,0.6379310344827587,4.0 WELQRATE,LightGBM_Ranker,AID488997,precision,0.001282184565270125,4.0 WELQRATE,LightGBM_Ranker,AID488997,MCC,0.00874950998989524,4.0 WELQRATE,RandomForest,AID488997,AUROC,0.7029931996380185,5.0 WELQRATE,RandomForest,AID488997,BEDROC,0.43684904506581357,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 1%,26.15150766188828,5.0 WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.9989604989605,5.0 WELQRATE,RandomForest,AID488997,RIE,8.673706974388356,5.0 WELQRATE,RandomForest,AID488997,AUPRC,0.05076593633801192,5.0 WELQRATE,RandomForest,AID488997,accuracy,0.999272273625117,5.0 WELQRATE,RandomForest,AID488997,F1 score,0.045454545454545456,5.0 WELQRATE,RandomForest,AID488997,recall,0.023809523809523808,5.0 WELQRATE,RandomForest,AID488997,precision,0.5,5.0 WELQRATE,RandomForest,AID488997,MCC,0.10899169529553533,5.0 WELQRATE,LogisticRegression,AID488997,AUROC,0.8153391263566045,5.0 WELQRATE,LogisticRegression,AID488997,BEDROC,0.32851048360990753,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,19.019278299555115,5.0 WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,7.142114642114642,5.0 WELQRATE,LogisticRegression,AID488997,RIE,6.522627689197252,5.0 WELQRATE,LogisticRegression,AID488997,AUPRC,0.021535096789105625,5.0 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,0.6150942274537781,5.0 WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.12115961149059101,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.3774097874443894,5.0 WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,3.3329868329868333,5.0 WELQRATE,LightGBM_Ranker,AID488997,RIE,2.4056433044294567,5.0 WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.025120862830568146,5.0 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,0.9156069876740268, DUD-AD,RandomForest,abl1,BEDROC,0.714972320502638, DUD-AD,RandomForest,abl1,Enrichment factor 1%,24.40683760683761, DUD-AD,RandomForest,abl1,Enrichment factor 5%,13.312820512820513, DUD-AD,RandomForest,abl1,RIE,10.313832660727053, DUD-AD,RandomForest,abl1,AUPRC,0.5888208258907546, 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,0.9010729804025893, DUD-AD,LogisticRegression,abl1,BEDROC,0.6891789026497858, DUD-AD,LogisticRegression,abl1,Enrichment factor 1%,24.40683760683761, DUD-AD,LogisticRegression,abl1,Enrichment factor 5%,13.312820512820513, DUD-AD,LogisticRegression,abl1,RIE,9.941749733430909, DUD-AD,LogisticRegression,abl1,AUPRC,0.5555066481811545, DUD-AD,LogisticRegression,abl1,accuracy,0.9722650231124808, DUD-AD,LogisticRegression,abl1,F1 score,0.3333333333333333, DUD-AD,LogisticRegression,abl1,recall,0.2, DUD-AD,LogisticRegression,abl1,precision,1.0, DUD-AD,LogisticRegression,abl1,MCC,0.4409243411646689, 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,0.7720138334663474, DUD-AD,LightGBM_Ranker,abl1,BEDROC,0.3623735925943316, DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 1%,11.094017094017094, DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 5%,6.212649572649573, DUD-AD,LightGBM_Ranker,abl1,RIE,5.227420011210277, DUD-AD,LightGBM_Ranker,abl1,AUPRC,0.20171795849072233, DUD-AD,LightGBM_Ranker,abl1,accuracy,0.5254237288135594, DUD-AD,LightGBM_Ranker,abl1,F1 score,0.11239193083573487, DUD-AD,LightGBM_Ranker,abl1,recall,0.8666666666666667, DUD-AD,LightGBM_Ranker,abl1,precision,0.060092449922958396, DUD-AD,LightGBM_Ranker,abl1,MCC,0.13897354872999446, DUD-AD,RandomForest,aces,AUROC,0.9649390243902439, DUD-AD,RandomForest,aces,BEDROC,0.9217199781281495, DUD-AD,RandomForest,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,RandomForest,aces,Enrichment factor 5%,15.209968186638386, DUD-AD,RandomForest,aces,RIE,10.732525341273663, DUD-AD,RandomForest,aces,AUPRC,0.8812060806249179, DUD-AD,RandomForest,aces,accuracy,0.9648609077598829, DUD-AD,RandomForest,aces,F1 score,0.5862068965517241, DUD-AD,RandomForest,aces,recall,0.4146341463414634, DUD-AD,RandomForest,aces,precision,1.0, DUD-AD,RandomForest,aces,MCC,0.6322122865795408, DUD-AD,LogisticRegression,aces,AUROC,0.9888021426943242, DUD-AD,LogisticRegression,aces,BEDROC,0.9523320881382042, DUD-AD,LogisticRegression,aces,Enrichment factor 1%,16.658536585365855, DUD-AD,LogisticRegression,aces,Enrichment factor 5%,15.692824319547542, DUD-AD,LogisticRegression,aces,RIE,11.088973342606224, DUD-AD,LogisticRegression,aces,AUPRC,0.9310483351784107, DUD-AD,LogisticRegression,aces,accuracy,0.9824304538799414, DUD-AD,LogisticRegression,aces,F1 score,0.8378378378378378, DUD-AD,LogisticRegression,aces,recall,0.7560975609756098, DUD-AD,LogisticRegression,aces,precision,0.9393939393939394, DUD-AD,LogisticRegression,aces,MCC,0.834123889169059, 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,0.5817567054175214, DUD-AD,LightGBM_Ranker,aces,BEDROC,0.2517496252439303, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 1%,9.519163763066201, DUD-AD,LightGBM_Ranker,aces,Enrichment factor 5%,2.897136797454931, DUD-AD,LightGBM_Ranker,aces,RIE,2.9313775876816437, DUD-AD,LightGBM_Ranker,aces,AUPRC,0.17186900355386184, DUD-AD,LightGBM_Ranker,aces,accuracy,0.5073206442166911, DUD-AD,LightGBM_Ranker,aces,F1 score,0.12026143790849673, DUD-AD,LightGBM_Ranker,aces,recall,0.5609756097560976, DUD-AD,LightGBM_Ranker,aces,precision,0.06734992679355783, DUD-AD,LightGBM_Ranker,aces,MCC,0.030818433654206306, DUD-AD,RandomForest,adrb1,AUROC,0.9417587476979741, DUD-AD,RandomForest,adrb1,BEDROC,0.8484566419714149, DUD-AD,RandomForest,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,RandomForest,adrb1,Enrichment factor 5%,16.603535353535353, DUD-AD,RandomForest,adrb1,RIE,12.043024950435475, DUD-AD,RandomForest,adrb1,AUPRC,0.7610744599112481, DUD-AD,RandomForest,adrb1,accuracy,0.9809885931558935, DUD-AD,RandomForest,adrb1,F1 score,0.691358024691358, DUD-AD,RandomForest,adrb1,recall,0.5833333333333334, DUD-AD,RandomForest,adrb1,precision,0.8484848484848485, DUD-AD,RandomForest,adrb1,MCC,0.6946670389515628, DUD-AD,LogisticRegression,adrb1,AUROC,0.9690213101815311, DUD-AD,LogisticRegression,adrb1,BEDROC,0.8670377214036439, DUD-AD,LogisticRegression,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,LogisticRegression,adrb1,Enrichment factor 5%,16.603535353535353, DUD-AD,LogisticRegression,adrb1,RIE,12.306765477659516, DUD-AD,LogisticRegression,adrb1,AUPRC,0.7691288877776963, 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,0.8699848724019996, DUD-AD,LightGBM_Ranker,adrb1,BEDROC,0.7087887224331014, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 1%,25.4389880952381, DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 5%,13.282828282828284, DUD-AD,LightGBM_Ranker,adrb1,RIE,10.060573345851767, DUD-AD,LightGBM_Ranker,adrb1,AUPRC,0.5949192254814836, DUD-AD,LightGBM_Ranker,adrb1,accuracy,0.526235741444867, DUD-AD,LightGBM_Ranker,adrb1,F1 score,0.11631205673758865, DUD-AD,LightGBM_Ranker,adrb1,recall,0.8541666666666666, DUD-AD,LightGBM_Ranker,adrb1,precision,0.0624048706240487, DUD-AD,LightGBM_Ranker,adrb1,MCC,0.1380181235460228, DUD-AD,RandomForest,adrb2,AUROC,0.9209967213114756, DUD-AD,RandomForest,adrb2,BEDROC,0.8849447306870938, DUD-AD,RandomForest,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,RandomForest,adrb2,Enrichment factor 5%,16.607302533532042, DUD-AD,RandomForest,adrb2,RIE,11.519424281975517, DUD-AD,RandomForest,adrb2,AUPRC,0.8260510901839733, 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,0.9616, DUD-AD,LogisticRegression,adrb2,BEDROC,0.8863460470024658, DUD-AD,LogisticRegression,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,LogisticRegression,adrb2,Enrichment factor 5%,16.28166915052161, DUD-AD,LogisticRegression,adrb2,RIE,11.537665372672947, DUD-AD,LogisticRegression,adrb2,AUPRC,0.8356707575030403, DUD-AD,LogisticRegression,adrb2,accuracy,0.977116704805492, DUD-AD,LogisticRegression,adrb2,F1 score,0.6938775510204082, DUD-AD,LogisticRegression,adrb2,recall,0.5573770491803278, DUD-AD,LogisticRegression,adrb2,precision,0.918918918918919, DUD-AD,LogisticRegression,adrb2,MCC,0.7058450467711891, 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,0.8854426229508197, DUD-AD,LightGBM_Ranker,adrb2,BEDROC,0.6854688902021879, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 1%,21.491803278688526, DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 5%,11.397168405365127, DUD-AD,LightGBM_Ranker,adrb2,RIE,8.922825028604569, DUD-AD,LightGBM_Ranker,adrb2,AUPRC,0.5784298857175986, DUD-AD,LightGBM_Ranker,adrb2,accuracy,0.5408085430968727, DUD-AD,LightGBM_Ranker,adrb2,F1 score,0.15921787709497207, DUD-AD,LightGBM_Ranker,adrb2,recall,0.9344262295081968, DUD-AD,LightGBM_Ranker,adrb2,precision,0.08702290076335878, DUD-AD,LightGBM_Ranker,adrb2,MCC,0.19210434033378018, DUD-AD,RandomForest,akt1,AUROC,0.9184682547214578, DUD-AD,RandomForest,akt1,BEDROC,0.844221514781107, DUD-AD,RandomForest,akt1,Enrichment factor 1%,30.03135888501742, DUD-AD,RandomForest,akt1,Enrichment factor 5%,16.412085911903894, DUD-AD,RandomForest,akt1,RIE,12.592167677761113, DUD-AD,RandomForest,akt1,AUPRC,0.7691186333522447, DUD-AD,RandomForest,akt1,accuracy,0.9834087481146304, DUD-AD,RandomForest,akt1,F1 score,0.6451612903225806, DUD-AD,RandomForest,akt1,recall,0.4878048780487805, DUD-AD,RandomForest,akt1,precision,0.9523809523809523, DUD-AD,RandomForest,akt1,MCC,0.6752760258529209, DUD-AD,LogisticRegression,akt1,AUROC,0.9295624940685204, DUD-AD,LogisticRegression,akt1,BEDROC,0.8440982106534706, DUD-AD,LogisticRegression,akt1,Enrichment factor 1%,32.34146341463415, DUD-AD,LogisticRegression,akt1,Enrichment factor 5%,15.92937750273025, DUD-AD,LogisticRegression,akt1,RIE,12.590328508518992, DUD-AD,LogisticRegression,akt1,AUPRC,0.7888618278273977, DUD-AD,LogisticRegression,akt1,accuracy,0.9856711915535445, DUD-AD,LogisticRegression,akt1,F1 score,0.7076923076923077, DUD-AD,LogisticRegression,akt1,recall,0.5609756097560976, DUD-AD,LogisticRegression,akt1,precision,0.9583333333333334, DUD-AD,LogisticRegression,akt1,MCC,0.727400286506622, 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,0.6191705418999716, DUD-AD,LightGBM_Ranker,akt1,BEDROC,0.2844222602150248, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 1%,18.480836236933797, DUD-AD,LightGBM_Ranker,akt1,Enrichment factor 5%,4.344375682562796, DUD-AD,LightGBM_Ranker,akt1,RIE,4.242361466925534, DUD-AD,LightGBM_Ranker,akt1,AUPRC,0.21276751796245105, DUD-AD,LightGBM_Ranker,akt1,accuracy,0.5082956259426847, DUD-AD,LightGBM_Ranker,akt1,F1 score,0.07386363636363637, DUD-AD,LightGBM_Ranker,akt1,recall,0.6341463414634146, DUD-AD,LightGBM_Ranker,akt1,precision,0.0392156862745098, DUD-AD,LightGBM_Ranker,akt1,MCC,0.047923573333858334, DUD-AD,RandomForest,akt2,AUROC,0.9849777255931207, DUD-AD,RandomForest,akt2,BEDROC,0.9292526591533853, DUD-AD,RandomForest,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,RandomForest,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,RandomForest,akt2,RIE,15.61620624220489, DUD-AD,RandomForest,akt2,AUPRC,0.8593220780581847, DUD-AD,RandomForest,akt2,accuracy,0.9867394695787831, DUD-AD,RandomForest,akt2,F1 score,0.41379310344827586, DUD-AD,RandomForest,akt2,recall,0.2608695652173913, DUD-AD,RandomForest,akt2,precision,1.0, DUD-AD,RandomForest,akt2,MCC,0.5073401524200489, DUD-AD,LogisticRegression,akt2,AUROC,0.9858756086611182, DUD-AD,LogisticRegression,akt2,BEDROC,0.9177071627548008, DUD-AD,LogisticRegression,akt2,Enrichment factor 1%,51.451505016722415, DUD-AD,LogisticRegression,akt2,Enrichment factor 5%,18.86555183946488, DUD-AD,LogisticRegression,akt2,RIE,15.422182743234583, DUD-AD,LogisticRegression,akt2,AUPRC,0.8440508207006215, DUD-AD,LogisticRegression,akt2,accuracy,0.9890795631825273, DUD-AD,LogisticRegression,akt2,F1 score,0.5882352941176471, DUD-AD,LogisticRegression,akt2,recall,0.43478260869565216, DUD-AD,LogisticRegression,akt2,precision,0.9090909090909091, DUD-AD,LogisticRegression,akt2,MCC,0.6245766071491413, 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,0.9016818040542874, DUD-AD,LightGBM_Ranker,akt2,BEDROC,0.6186481377221786, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 1%,34.30100334448161, DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 5%,11.14782608695652, DUD-AD,LightGBM_Ranker,akt2,RIE,10.3964587351623, DUD-AD,LightGBM_Ranker,akt2,AUPRC,0.4723771944233176, 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,0.9528605962933119, DUD-AD,RandomForest,aldr,BEDROC,0.8985540989166598, DUD-AD,RandomForest,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,RandomForest,aldr,Enrichment factor 5%,16.44940828402367, DUD-AD,RandomForest,aldr,RIE,12.3469705703771, DUD-AD,RandomForest,aldr,AUPRC,0.8552004553969408, DUD-AD,RandomForest,aldr,accuracy,0.9706109822119103, DUD-AD,RandomForest,aldr,F1 score,0.42424242424242425, DUD-AD,RandomForest,aldr,recall,0.2692307692307692, DUD-AD,RandomForest,aldr,precision,1.0, DUD-AD,RandomForest,aldr,MCC,0.5111083363838043, DUD-AD,LogisticRegression,aldr,AUROC,0.961708919605777, DUD-AD,LogisticRegression,aldr,BEDROC,0.8623339031131545, DUD-AD,LogisticRegression,aldr,Enrichment factor 1%,24.865384615384617, DUD-AD,LogisticRegression,aldr,Enrichment factor 5%,15.684319526627219, DUD-AD,LogisticRegression,aldr,RIE,11.84927133347483, DUD-AD,LogisticRegression,aldr,AUPRC,0.8068131864970588, DUD-AD,LogisticRegression,aldr,accuracy,0.9814385150812065, DUD-AD,LogisticRegression,aldr,F1 score,0.7142857142857143, DUD-AD,LogisticRegression,aldr,recall,0.5769230769230769, DUD-AD,LogisticRegression,aldr,precision,0.9375, DUD-AD,LogisticRegression,aldr,MCC,0.7275419928249665, 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,0.7384553399863634, DUD-AD,LightGBM_Ranker,aldr,BEDROC,0.43538805067511377, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 1%,15.301775147928995, DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 5%,7.268343195266272, DUD-AD,LightGBM_Ranker,aldr,RIE,5.982637533100994, DUD-AD,LightGBM_Ranker,aldr,AUPRC,0.2916810490848818, DUD-AD,LightGBM_Ranker,aldr,accuracy,0.5235885537509667, DUD-AD,LightGBM_Ranker,aldr,F1 score,0.1174785100286533, DUD-AD,LightGBM_Ranker,aldr,recall,0.7884615384615384, DUD-AD,LightGBM_Ranker,aldr,precision,0.06346749226006192, DUD-AD,LightGBM_Ranker,aldr,MCC,0.11825394185859134, DUD-AD,RandomForest,ampc,AUROC,0.8086085939783689, DUD-AD,RandomForest,ampc,BEDROC,0.627408062350026, DUD-AD,RandomForest,ampc,Enrichment factor 1%,39.83916083916084, DUD-AD,RandomForest,ampc,Enrichment factor 5%,12.588068181818182, DUD-AD,RandomForest,ampc,RIE,10.59970757905845, DUD-AD,RandomForest,ampc,AUPRC,0.5198091424287904, 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,0.9900613855597779, DUD-AD,LogisticRegression,ampc,BEDROC,0.8828961223205237, DUD-AD,LogisticRegression,ampc,Enrichment factor 1%,48.69230769230769, DUD-AD,LogisticRegression,ampc,Enrichment factor 5%,17.982954545454547, DUD-AD,LogisticRegression,ampc,RIE,14.91603514247981, DUD-AD,LogisticRegression,ampc,AUPRC,0.7720618443538398, DUD-AD,LogisticRegression,ampc,accuracy,0.9881516587677726, DUD-AD,LogisticRegression,ampc,F1 score,0.4827586206896552, DUD-AD,LogisticRegression,ampc,recall,0.3181818181818182, DUD-AD,LogisticRegression,ampc,precision,1.0, DUD-AD,LogisticRegression,ampc,MCC,0.5607057434636487, 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,0.9773823443437591, DUD-AD,LightGBM_Ranker,ampc,BEDROC,0.8103021673625702, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 1%,53.11888111888111, DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 5%,15.285511363636363, DUD-AD,LightGBM_Ranker,ampc,RIE,13.68960096485536, DUD-AD,LightGBM_Ranker,ampc,AUPRC,0.7013625567427161, DUD-AD,LightGBM_Ranker,ampc,accuracy,0.5173775671406003, DUD-AD,LightGBM_Ranker,ampc,F1 score,0.06717557251908397, DUD-AD,LightGBM_Ranker,ampc,recall,1.0, DUD-AD,LightGBM_Ranker,ampc,precision,0.03475513428120063, DUD-AD,LightGBM_Ranker,ampc,MCC,0.13298453842385993, DUD-AD,RandomForest,andr,AUROC,0.9496278575225944, DUD-AD,RandomForest,andr,BEDROC,0.8361970892751907, DUD-AD,RandomForest,andr,Enrichment factor 1%,18.571428571428573, DUD-AD,RandomForest,andr,Enrichment factor 5%,13.93939393939394, DUD-AD,RandomForest,andr,RIE,10.571547460661147, DUD-AD,RandomForest,andr,AUPRC,0.7655297379193359, DUD-AD,RandomForest,andr,accuracy,0.9681818181818181, DUD-AD,RandomForest,andr,F1 score,0.5531914893617021, DUD-AD,RandomForest,andr,recall,0.3939393939393939, DUD-AD,RandomForest,andr,precision,0.9285714285714286, DUD-AD,RandomForest,andr,MCC,0.5934416586024737, DUD-AD,LogisticRegression,andr,AUROC,0.956309506548741, DUD-AD,LogisticRegression,andr,BEDROC,0.8100909472797315, DUD-AD,LogisticRegression,andr,Enrichment factor 1%,18.571428571428573, DUD-AD,LogisticRegression,andr,Enrichment factor 5%,13.636363636363637, DUD-AD,LogisticRegression,andr,RIE,10.2415028804895, DUD-AD,LogisticRegression,andr,AUPRC,0.7125198930544979, DUD-AD,LogisticRegression,andr,accuracy,0.9712121212121212, DUD-AD,LogisticRegression,andr,F1 score,0.6481481481481481, DUD-AD,LogisticRegression,andr,recall,0.5303030303030303, DUD-AD,LogisticRegression,andr,precision,0.8333333333333334, DUD-AD,LogisticRegression,andr,MCC,0.6515669108888481, 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,0.7152626745928182, DUD-AD,LightGBM_Ranker,andr,BEDROC,0.44530212404713476, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 1%,15.714285714285714, DUD-AD,LightGBM_Ranker,andr,Enrichment factor 5%,6.666666666666667, DUD-AD,LightGBM_Ranker,andr,RIE,5.629692600898866, DUD-AD,LightGBM_Ranker,andr,AUPRC,0.32663865896197886, DUD-AD,LightGBM_Ranker,andr,accuracy,0.5227272727272727, DUD-AD,LightGBM_Ranker,andr,F1 score,0.1322314049586777, DUD-AD,LightGBM_Ranker,andr,recall,0.7272727272727273, DUD-AD,LightGBM_Ranker,andr,precision,0.07272727272727272, DUD-AD,LightGBM_Ranker,andr,MCC,0.10427987903207353, DUD-AD,RandomForest,aofb,AUROC,0.9014265991716521, DUD-AD,RandomForest,aofb,BEDROC,0.732459879762864, DUD-AD,RandomForest,aofb,Enrichment factor 1%,24.20754716981132, DUD-AD,RandomForest,aofb,Enrichment factor 5%,12.2899854862119, DUD-AD,RandomForest,aofb,RIE,9.969917990283605, DUD-AD,RandomForest,aofb,AUPRC,0.6324181305224398, 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,0.9544868844914866, DUD-AD,LogisticRegression,aofb,BEDROC,0.7774145578868397, DUD-AD,LogisticRegression,aofb,Enrichment factor 1%,22.345428156748913, DUD-AD,LogisticRegression,aofb,Enrichment factor 5%,13.034833091436864, DUD-AD,LogisticRegression,aofb,RIE,10.581821063308364, DUD-AD,LogisticRegression,aofb,AUPRC,0.6793273860752209, DUD-AD,LogisticRegression,aofb,accuracy,0.9734996102883866, DUD-AD,LogisticRegression,aofb,F1 score,0.5526315789473685, DUD-AD,LogisticRegression,aofb,recall,0.39622641509433965, DUD-AD,LogisticRegression,aofb,precision,0.9130434782608695, DUD-AD,LogisticRegression,aofb,MCC,0.5918325128311, 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,0.8309403282712072, DUD-AD,LightGBM_Ranker,aofb,BEDROC,0.47098645505099773, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 1%,20.4833091436865, DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 5%,7.820899854862119, DUD-AD,LightGBM_Ranker,aofb,RIE,6.410858093241021, DUD-AD,LightGBM_Ranker,aofb,AUPRC,0.3752096569576472, DUD-AD,LightGBM_Ranker,aofb,accuracy,0.5339049103663289, DUD-AD,LightGBM_Ranker,aofb,F1 score,0.138328530259366, DUD-AD,LightGBM_Ranker,aofb,recall,0.9056603773584906, DUD-AD,LightGBM_Ranker,aofb,precision,0.0748829953198128, DUD-AD,LightGBM_Ranker,aofb,MCC,0.16857575625047413, DUD-AD,RandomForest,braf,AUROC,0.9357272620721988, DUD-AD,RandomForest,braf,BEDROC,0.889953382292363, DUD-AD,RandomForest,braf,Enrichment factor 1%,47.81481481481482, DUD-AD,RandomForest,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,RandomForest,braf,RIE,14.545551610330048, DUD-AD,RandomForest,braf,AUPRC,0.82477914727536, 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,0.9658638068448194, DUD-AD,LogisticRegression,braf,BEDROC,0.8838979731389195, DUD-AD,LogisticRegression,braf,Enrichment factor 1%,47.81481481481482, DUD-AD,LogisticRegression,braf,Enrichment factor 5%,17.654700854700852, DUD-AD,LogisticRegression,braf,RIE,14.446580958826635, DUD-AD,LogisticRegression,braf,AUPRC,0.8277074807131445, DUD-AD,LogisticRegression,braf,accuracy,0.9907048799380326, DUD-AD,LogisticRegression,braf,F1 score,0.7142857142857143, DUD-AD,LogisticRegression,braf,recall,0.5555555555555556, DUD-AD,LogisticRegression,braf,precision,1.0, DUD-AD,LogisticRegression,braf,MCC,0.7418429046358005, 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,0.8000468823253634, DUD-AD,LightGBM_Ranker,braf,BEDROC,0.49369698166314335, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 1%,29.424501424501425, DUD-AD,LightGBM_Ranker,braf,Enrichment factor 5%,8.827350427350426, DUD-AD,LightGBM_Ranker,braf,RIE,8.069068661135915, DUD-AD,LightGBM_Ranker,braf,AUPRC,0.33775001116384185, DUD-AD,LightGBM_Ranker,braf,accuracy,0.5135553834237025, DUD-AD,LightGBM_Ranker,braf,F1 score,0.06547619047619048, DUD-AD,LightGBM_Ranker,braf,recall,0.8148148148148148, DUD-AD,LightGBM_Ranker,braf,precision,0.034108527131782945, DUD-AD,LightGBM_Ranker,braf,MCC,0.09213562562194055, DUD-AD,RandomForest,cdk2,AUROC,0.9577504662936318, DUD-AD,RandomForest,cdk2,BEDROC,0.8998796737377821, DUD-AD,RandomForest,cdk2,Enrichment factor 1%,11.425, DUD-AD,RandomForest,cdk2,Enrichment factor 5%,10.928260869565216, DUD-AD,RandomForest,cdk2,RIE,8.495510699948458, DUD-AD,RandomForest,cdk2,AUPRC,0.8466260927573795, DUD-AD,RandomForest,cdk2,accuracy,0.9474835886214442, DUD-AD,RandomForest,cdk2,F1 score,0.5764705882352941, DUD-AD,RandomForest,cdk2,recall,0.4083333333333333, DUD-AD,RandomForest,cdk2,precision,0.98, DUD-AD,RandomForest,cdk2,MCC,0.6143936028448499, DUD-AD,LogisticRegression,cdk2,AUROC,0.9503930189181987, DUD-AD,LogisticRegression,cdk2,BEDROC,0.9159678423497776, DUD-AD,LogisticRegression,cdk2,Enrichment factor 1%,11.425, DUD-AD,LogisticRegression,cdk2,Enrichment factor 5%,11.259420289855074, DUD-AD,LogisticRegression,cdk2,RIE,8.647394569283538, DUD-AD,LogisticRegression,cdk2,AUPRC,0.8650995518018134, DUD-AD,LogisticRegression,cdk2,accuracy,0.9671772428884027, DUD-AD,LogisticRegression,cdk2,F1 score,0.7783251231527094, DUD-AD,LogisticRegression,cdk2,recall,0.6583333333333333, DUD-AD,LogisticRegression,cdk2,precision,0.9518072289156626, DUD-AD,LogisticRegression,cdk2,MCC,0.7763430918334883, 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,0.548181454836131, DUD-AD,LightGBM_Ranker,cdk2,BEDROC,0.20681978700476478, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 1%,5.7125, DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 5%,1.9869565217391305, DUD-AD,LightGBM_Ranker,cdk2,RIE,1.9525274793812102, DUD-AD,LightGBM_Ranker,cdk2,AUPRC,0.1503948295791777, DUD-AD,LightGBM_Ranker,cdk2,accuracy,0.5164113785557987, DUD-AD,LightGBM_Ranker,cdk2,F1 score,0.1763975155279503, DUD-AD,LightGBM_Ranker,cdk2,recall,0.5916666666666667, DUD-AD,LightGBM_Ranker,cdk2,precision,0.10364963503649635, DUD-AD,LightGBM_Ranker,cdk2,MCC,0.05700696733842138, DUD-AD,RandomForest,cp2c9,AUROC,0.8805692455264116, DUD-AD,RandomForest,cp2c9,BEDROC,0.6421084770629648, DUD-AD,RandomForest,cp2c9,Enrichment factor 1%,20.141287284144425, DUD-AD,RandomForest,cp2c9,Enrichment factor 5%,11.27912087912088, DUD-AD,RandomForest,cp2c9,RIE,8.980090036172212, DUD-AD,RandomForest,cp2c9,AUPRC,0.5071090906094484, 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,0.8979261072338174, DUD-AD,LogisticRegression,cp2c9,BEDROC,0.6581471793790817, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 1%,24.169544740973315, DUD-AD,LogisticRegression,cp2c9,Enrichment factor 5%,10.87629513343799, DUD-AD,LogisticRegression,cp2c9,RIE,9.204396356700018, DUD-AD,LogisticRegression,cp2c9,AUPRC,0.5511127240156835, DUD-AD,LogisticRegression,cp2c9,accuracy,0.9719407638347622, DUD-AD,LogisticRegression,cp2c9,F1 score,0.5, DUD-AD,LogisticRegression,cp2c9,recall,0.3673469387755102, DUD-AD,LogisticRegression,cp2c9,precision,0.782608695652174, DUD-AD,LogisticRegression,cp2c9,MCC,0.5247663028033115, 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,0.7162703006648364, DUD-AD,LightGBM_Ranker,cp2c9,BEDROC,0.41133486932826313, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 1%,20.141287284144425, DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 5%,6.445211930926217, DUD-AD,LightGBM_Ranker,cp2c9,RIE,5.752648201686532, DUD-AD,LightGBM_Ranker,cp2c9,AUPRC,0.29743589434210443, DUD-AD,LightGBM_Ranker,cp2c9,accuracy,0.5183164458300857, DUD-AD,LightGBM_Ranker,cp2c9,F1 score,0.10434782608695652, DUD-AD,LightGBM_Ranker,cp2c9,recall,0.7346938775510204, DUD-AD,LightGBM_Ranker,cp2c9,precision,0.056162246489859596, DUD-AD,LightGBM_Ranker,cp2c9,MCC,0.0936899269818198, DUD-AD,RandomForest,cp3a4,AUROC,0.8543054630246502, DUD-AD,RandomForest,cp3a4,BEDROC,0.6897862293196538, DUD-AD,RandomForest,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,RandomForest,cp3a4,Enrichment factor 5%,10.339824732229795, DUD-AD,RandomForest,cp3a4,RIE,7.9692702257541015, DUD-AD,RandomForest,cp3a4,AUPRC,0.5653947098058613, DUD-AD,RandomForest,cp3a4,accuracy,0.9436293436293436, DUD-AD,RandomForest,cp3a4,F1 score,0.16091954022988506, DUD-AD,RandomForest,cp3a4,recall,0.08860759493670886, DUD-AD,RandomForest,cp3a4,precision,0.875, DUD-AD,RandomForest,cp3a4,MCC,0.2681436398237812, DUD-AD,LogisticRegression,cp3a4,AUROC,0.9251748834110594, DUD-AD,LogisticRegression,cp3a4,BEDROC,0.7119767499019365, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,LogisticRegression,cp3a4,Enrichment factor 5%,10.339824732229795, DUD-AD,LogisticRegression,cp3a4,RIE,8.225642773745939, DUD-AD,LogisticRegression,cp3a4,AUPRC,0.6162664362971688, DUD-AD,LogisticRegression,cp3a4,accuracy,0.9459459459459459, DUD-AD,LogisticRegression,cp3a4,F1 score,0.20454545454545456, DUD-AD,LogisticRegression,cp3a4,recall,0.11392405063291139, DUD-AD,LogisticRegression,cp3a4,precision,1.0, DUD-AD,LogisticRegression,cp3a4,MCC,0.328211664968626, 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,0.7157728181212525, DUD-AD,LightGBM_Ranker,cp3a4,BEDROC,0.3978420648061301, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 1%,15.13145082765336, DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 5%,4.791626095423564, DUD-AD,LightGBM_Ranker,cp3a4,RIE,4.596367411232514, DUD-AD,LightGBM_Ranker,cp3a4,AUPRC,0.30918591858058375, DUD-AD,LightGBM_Ranker,cp3a4,accuracy,0.5335907335907336, DUD-AD,LightGBM_Ranker,cp3a4,F1 score,0.16804407713498623, DUD-AD,LightGBM_Ranker,cp3a4,recall,0.7721518987341772, DUD-AD,LightGBM_Ranker,cp3a4,precision,0.09428129829984544, DUD-AD,LightGBM_Ranker,cp3a4,MCC,0.13893253066234654, DUD-AD,RandomForest,csf1r,AUROC,0.9331210191082803, DUD-AD,RandomForest,csf1r,BEDROC,0.8045661514341661, DUD-AD,RandomForest,csf1r,Enrichment factor 1%,31.433198380566804, DUD-AD,RandomForest,csf1r,Enrichment factor 5%,15.192712550607286, DUD-AD,RandomForest,csf1r,RIE,12.16969730006031, DUD-AD,RandomForest,csf1r,AUPRC,0.6985527117150264, 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,0.9187479047938316, DUD-AD,LogisticRegression,csf1r,BEDROC,0.7501019108340976, DUD-AD,LogisticRegression,csf1r,Enrichment factor 1%,31.433198380566804, DUD-AD,LogisticRegression,csf1r,Enrichment factor 5%,14.14493927125506, DUD-AD,LogisticRegression,csf1r,RIE,11.3458827292584, DUD-AD,LogisticRegression,csf1r,AUPRC,0.6228268978838977, DUD-AD,LogisticRegression,csf1r,accuracy,0.9806800618238022, DUD-AD,LogisticRegression,csf1r,F1 score,0.576271186440678, DUD-AD,LogisticRegression,csf1r,recall,0.4473684210526316, DUD-AD,LogisticRegression,csf1r,precision,0.8095238095238095, DUD-AD,LogisticRegression,csf1r,MCC,0.593506382577736, 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,0.8264121689574254, DUD-AD,LightGBM_Ranker,csf1r,BEDROC,0.46430040798750194, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 1%,20.955465587044532, DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 5%,8.382186234817814, DUD-AD,LightGBM_Ranker,csf1r,RIE,7.022909714156589, DUD-AD,LightGBM_Ranker,csf1r,AUPRC,0.328243167093657, DUD-AD,LightGBM_Ranker,csf1r,accuracy,0.5247295208655333, DUD-AD,LightGBM_Ranker,csf1r,F1 score,0.10218978102189781, DUD-AD,LightGBM_Ranker,csf1r,recall,0.9210526315789473, DUD-AD,LightGBM_Ranker,csf1r,precision,0.05409582689335394, DUD-AD,LightGBM_Ranker,csf1r,MCC,0.14647495063408783, DUD-AD,RandomForest,cxcr4,AUROC,0.9567269475357711, DUD-AD,RandomForest,cxcr4,BEDROC,0.8203325324474857, DUD-AD,RandomForest,cxcr4,Enrichment factor 1%,73.03846153846153, DUD-AD,RandomForest,cxcr4,Enrichment factor 5%,17.30859375, DUD-AD,RandomForest,cxcr4,RIE,15.412225545774849, DUD-AD,RandomForest,cxcr4,AUPRC,0.7239295732556323, DUD-AD,RandomForest,cxcr4,accuracy,0.9968404423380727, DUD-AD,RandomForest,cxcr4,F1 score,0.6666666666666666, DUD-AD,RandomForest,cxcr4,recall,0.5, DUD-AD,RandomForest,cxcr4,precision,1.0, DUD-AD,RandomForest,cxcr4,MCC,0.7059852788451876, DUD-AD,LogisticRegression,cxcr4,AUROC,0.9959260731319555, DUD-AD,LogisticRegression,cxcr4,BEDROC,0.9372658321950494, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 1%,85.21153846153847, DUD-AD,LogisticRegression,cxcr4,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,cxcr4,RIE,17.609142421673972, DUD-AD,LogisticRegression,cxcr4,AUPRC,0.8030074600196552, 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,0.9064487281399045, DUD-AD,LightGBM_Ranker,cxcr4,BEDROC,0.6470825454230088, DUD-AD,LightGBM_Ranker,cxcr4,Enrichment factor 1%,48.69230769230769, DUD-AD,LightGBM_Ranker,cxcr4,Enrichment factor 5%,12.36328125, DUD-AD,LightGBM_Ranker,cxcr4,RIE,12.157243251894034, DUD-AD,LightGBM_Ranker,cxcr4,AUPRC,0.5363198262319165, DUD-AD,LightGBM_Ranker,cxcr4,accuracy,0.5063191153238547, DUD-AD,LightGBM_Ranker,cxcr4,F1 score,0.0249609984399376, DUD-AD,LightGBM_Ranker,cxcr4,recall,1.0, DUD-AD,LightGBM_Ranker,cxcr4,precision,0.01263823064770932, DUD-AD,LightGBM_Ranker,cxcr4,MCC,0.07974522228289001, DUD-AD,RandomForest,egfr,AUROC,0.947857142857143, DUD-AD,RandomForest,egfr,BEDROC,0.8938092111522916, DUD-AD,RandomForest,egfr,Enrichment factor 1%,13.88, DUD-AD,RandomForest,egfr,Enrichment factor 5%,13.086857142857143, DUD-AD,RandomForest,egfr,RIE,9.4694384661021, DUD-AD,RandomForest,egfr,AUPRC,0.8402656484771561, DUD-AD,RandomForest,egfr,accuracy,0.9646974063400576, DUD-AD,RandomForest,egfr,F1 score,0.6754966887417219, DUD-AD,RandomForest,egfr,recall,0.51, DUD-AD,RandomForest,egfr,precision,1.0, DUD-AD,RandomForest,egfr,MCC,0.7009343054263789, DUD-AD,LogisticRegression,egfr,AUROC,0.9541304347826086, DUD-AD,LogisticRegression,egfr,BEDROC,0.8973326953184306, DUD-AD,LogisticRegression,egfr,Enrichment factor 1%,13.88, DUD-AD,LogisticRegression,egfr,Enrichment factor 5%,13.086857142857143, DUD-AD,LogisticRegression,egfr,RIE,9.506767927195341, DUD-AD,LogisticRegression,egfr,AUPRC,0.8474402278415051, DUD-AD,LogisticRegression,egfr,accuracy,0.9719020172910663, DUD-AD,LogisticRegression,egfr,F1 score,0.7636363636363637, DUD-AD,LogisticRegression,egfr,recall,0.63, DUD-AD,LogisticRegression,egfr,precision,0.9692307692307692, DUD-AD,LogisticRegression,egfr,MCC,0.7691129610742062, 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,0.6123757763975156, DUD-AD,LightGBM_Ranker,egfr,BEDROC,0.16888081813877961, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 1%,4.957142857142857, DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 5%,1.9828571428571429, DUD-AD,LightGBM_Ranker,egfr,RIE,1.789203515014503, DUD-AD,LightGBM_Ranker,egfr,AUPRC,0.13636147740497362, DUD-AD,LightGBM_Ranker,egfr,accuracy,0.5432276657060519, DUD-AD,LightGBM_Ranker,egfr,F1 score,0.20151133501259447, DUD-AD,LightGBM_Ranker,egfr,recall,0.8, DUD-AD,LightGBM_Ranker,egfr,precision,0.11527377521613832, DUD-AD,LightGBM_Ranker,egfr,MCC,0.16718346377260584, DUD-AD,RandomForest,esr1,AUROC,0.9686656076250992, DUD-AD,RandomForest,esr1,BEDROC,0.8773610229743829, DUD-AD,RandomForest,esr1,Enrichment factor 1%,13.918253968253968, DUD-AD,RandomForest,esr1,Enrichment factor 5%,13.005065359477125, DUD-AD,RandomForest,esr1,RIE,9.687613290582702, DUD-AD,RandomForest,esr1,AUPRC,0.8167160696148584, DUD-AD,RandomForest,esr1,accuracy,0.9673832468495182, DUD-AD,RandomForest,esr1,F1 score,0.6944444444444444, DUD-AD,RandomForest,esr1,recall,0.5555555555555556, DUD-AD,RandomForest,esr1,precision,0.9259259259259259, DUD-AD,RandomForest,esr1,MCC,0.7031355687315018, DUD-AD,LogisticRegression,esr1,AUROC,0.9649722001588563, DUD-AD,LogisticRegression,esr1,BEDROC,0.8832813428505736, DUD-AD,LogisticRegression,esr1,Enrichment factor 1%,14.988888888888889, DUD-AD,LogisticRegression,esr1,Enrichment factor 5%,12.56421568627451, DUD-AD,LogisticRegression,esr1,RIE,9.752984064418753, DUD-AD,LogisticRegression,esr1,AUPRC,0.8299453165559524, DUD-AD,LogisticRegression,esr1,accuracy,0.9644180874722016, DUD-AD,LogisticRegression,esr1,F1 score,0.6619718309859155, DUD-AD,LogisticRegression,esr1,recall,0.5222222222222223, DUD-AD,LogisticRegression,esr1,precision,0.9038461538461539, DUD-AD,LogisticRegression,esr1,MCC,0.6717419254468697, 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,0.8652899126290707, DUD-AD,LightGBM_Ranker,esr1,BEDROC,0.6029901232863946, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 1%,10.706349206349206, DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 5%,8.816993464052286, DUD-AD,LightGBM_Ranker,esr1,RIE,6.658074616020791, DUD-AD,LightGBM_Ranker,esr1,AUPRC,0.4668845842570329, DUD-AD,LightGBM_Ranker,esr1,accuracy,0.5522609340252038, DUD-AD,LightGBM_Ranker,esr1,F1 score,0.2094240837696335, DUD-AD,LightGBM_Ranker,esr1,recall,0.8888888888888888, DUD-AD,LightGBM_Ranker,esr1,precision,0.11869436201780416, DUD-AD,LightGBM_Ranker,esr1,MCC,0.20815064589093643, DUD-AD,RandomForest,esr2,AUROC,0.9734146701885956, DUD-AD,RandomForest,esr2,BEDROC,0.8861242052738784, DUD-AD,RandomForest,esr2,Enrichment factor 1%,14.522425249169434, DUD-AD,RandomForest,esr2,Enrichment factor 5%,12.879616963064297, DUD-AD,RandomForest,esr2,RIE,10.000784482967527, DUD-AD,RandomForest,esr2,AUPRC,0.8236528424877854, DUD-AD,RandomForest,esr2,accuracy,0.966542750929368, DUD-AD,RandomForest,esr2,F1 score,0.6564885496183206, DUD-AD,RandomForest,esr2,recall,0.5, DUD-AD,RandomForest,esr2,precision,0.9555555555555556, DUD-AD,RandomForest,esr2,MCC,0.6780662957367015, DUD-AD,LogisticRegression,esr2,AUROC,0.9654949480022904, DUD-AD,LogisticRegression,esr2,BEDROC,0.8836298751987197, DUD-AD,LogisticRegression,esr2,Enrichment factor 1%,12.288205980066444, DUD-AD,LogisticRegression,esr2,Enrichment factor 5%,13.569596443228454, DUD-AD,LogisticRegression,esr2,RIE,9.972633511406046, DUD-AD,LogisticRegression,esr2,AUPRC,0.8162287614912196, DUD-AD,LogisticRegression,esr2,accuracy,0.9620817843866171, DUD-AD,LogisticRegression,esr2,F1 score,0.6165413533834586, DUD-AD,LogisticRegression,esr2,recall,0.47674418604651164, DUD-AD,LogisticRegression,esr2,precision,0.8723404255319149, DUD-AD,LogisticRegression,esr2,MCC,0.6287790022754369, 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,0.8795740436300497, DUD-AD,LightGBM_Ranker,esr2,BEDROC,0.6549513512204436, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 1%,14.522425249169434, DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 5%,9.199726402188782, DUD-AD,LightGBM_Ranker,esr2,RIE,7.391771143050758, DUD-AD,LightGBM_Ranker,esr2,AUPRC,0.539477916071314, DUD-AD,LightGBM_Ranker,esr2,accuracy,0.5524163568773234, DUD-AD,LightGBM_Ranker,esr2,F1 score,0.20580474934036938, DUD-AD,LightGBM_Ranker,esr2,recall,0.9069767441860465, DUD-AD,LightGBM_Ranker,esr2,precision,0.11607142857142858, DUD-AD,LightGBM_Ranker,esr2,MCC,0.21292790864457903, DUD-AD,RandomForest,fa7,AUROC,0.9997893628225382, DUD-AD,RandomForest,fa7,BEDROC,0.996304793480822, DUD-AD,RandomForest,fa7,Enrichment factor 1%,85.4, DUD-AD,RandomForest,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,RandomForest,fa7,RIE,17.764790009377293, DUD-AD,RandomForest,fa7,AUPRC,0.9838235294117647, 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,0.9991047919957873, DUD-AD,LogisticRegression,fa7,BEDROC,0.9842118582473619, DUD-AD,LogisticRegression,fa7,Enrichment factor 1%,78.83076923076923, DUD-AD,LogisticRegression,fa7,Enrichment factor 5%,19.70769230769231, DUD-AD,LogisticRegression,fa7,RIE,17.54916477514837, DUD-AD,LogisticRegression,fa7,AUPRC,0.9283927183927183, DUD-AD,LogisticRegression,fa7,accuracy,0.9968774395003903, DUD-AD,LogisticRegression,fa7,F1 score,0.8666666666666667, DUD-AD,LogisticRegression,fa7,recall,0.8666666666666667, DUD-AD,LogisticRegression,fa7,precision,0.8666666666666667, DUD-AD,LogisticRegression,fa7,MCC,0.865086887835703, 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,0.9233807266982622, DUD-AD,LightGBM_Ranker,fa7,BEDROC,0.4701553135342952, DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 1%,32.84615384615385, DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 5%,7.883076923076923, DUD-AD,LightGBM_Ranker,fa7,RIE,8.383188052311782, DUD-AD,LightGBM_Ranker,fa7,AUPRC,0.35542998160585426, 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,0.8366896052155017, DUD-AD,RandomForest,fabp4,BEDROC,0.7450388506201946, DUD-AD,RandomForest,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,RandomForest,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,RandomForest,fabp4,RIE,13.67792829248351, DUD-AD,RandomForest,fabp4,AUPRC,0.7302754310048767, 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,0.9324157913799348, DUD-AD,LogisticRegression,fabp4,BEDROC,0.7546518728646985, DUD-AD,LogisticRegression,fabp4,Enrichment factor 1%,70.82517482517483, DUD-AD,LogisticRegression,fabp4,Enrichment factor 5%,14.386363636363637, DUD-AD,LogisticRegression,fabp4,RIE,13.85441067107642, DUD-AD,LogisticRegression,fabp4,AUPRC,0.7278771889793826, DUD-AD,LogisticRegression,fabp4,accuracy,0.9960505529225908, DUD-AD,LogisticRegression,fabp4,F1 score,0.7058823529411765, DUD-AD,LogisticRegression,fabp4,recall,0.5454545454545454, DUD-AD,LogisticRegression,fabp4,precision,1.0, DUD-AD,LogisticRegression,fabp4,MCC,0.7370821143468638, 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,0.8798985874683086, DUD-AD,LightGBM_Ranker,fabp4,BEDROC,0.6721533077478125, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 1%,53.11888111888111, DUD-AD,LightGBM_Ranker,fabp4,Enrichment factor 5%,12.588068181818182, DUD-AD,LightGBM_Ranker,fabp4,RIE,12.339846090654875, DUD-AD,LightGBM_Ranker,fabp4,AUPRC,0.5897955365959712, 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,0.8556704165399818, DUD-AD,RandomForest,fak1,BEDROC,0.6098189857673129, DUD-AD,RandomForest,fak1,Enrichment factor 1%,45.37278106508875, DUD-AD,RandomForest,fak1,Enrichment factor 5%,12.288461538461538, DUD-AD,RandomForest,fak1,RIE,11.035768446142637, DUD-AD,RandomForest,fak1,AUPRC,0.5037891130648717, 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,0.806993006993007, DUD-AD,LogisticRegression,fak1,BEDROC,0.5893749658713533, DUD-AD,LogisticRegression,fak1,Enrichment factor 1%,45.37278106508875, DUD-AD,LogisticRegression,fak1,Enrichment factor 5%,12.288461538461538, DUD-AD,LogisticRegression,fak1,RIE,10.66579723499439, DUD-AD,LogisticRegression,fak1,AUPRC,0.4440718542745003, DUD-AD,LogisticRegression,fak1,accuracy,0.9921752738654147, DUD-AD,LogisticRegression,fak1,F1 score,0.4444444444444444, DUD-AD,LogisticRegression,fak1,recall,0.3076923076923077, DUD-AD,LogisticRegression,fak1,precision,0.8, DUD-AD,LogisticRegression,fak1,MCC,0.4933068679062507, 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,0.6834296138643965, DUD-AD,LightGBM_Ranker,fak1,BEDROC,0.33646678121027795, 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,6.088969983576237, DUD-AD,LightGBM_Ranker,fak1,AUPRC,0.28649034911637516, DUD-AD,LightGBM_Ranker,fak1,accuracy,0.5046948356807511, DUD-AD,LightGBM_Ranker,fak1,F1 score,0.027649769585253458, DUD-AD,LightGBM_Ranker,fak1,recall,0.6923076923076923, DUD-AD,LightGBM_Ranker,fak1,precision,0.014106583072100314, DUD-AD,LightGBM_Ranker,fak1,MCC,0.039148677393262, DUD-AD,RandomForest,fgfr1,AUROC,0.874443561208267, DUD-AD,RandomForest,fgfr1,BEDROC,0.7367551062748304, DUD-AD,RandomForest,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,RandomForest,fgfr1,Enrichment factor 5%,14.531282051282052, DUD-AD,RandomForest,fgfr1,RIE,11.779242791522783, DUD-AD,RandomForest,fgfr1,AUPRC,0.6232363856031492, DUD-AD,RandomForest,fgfr1,accuracy,0.9821428571428571, DUD-AD,RandomForest,fgfr1,F1 score,0.41025641025641024, DUD-AD,RandomForest,fgfr1,recall,0.26666666666666666, DUD-AD,RandomForest,fgfr1,precision,0.8888888888888888, DUD-AD,RandomForest,fgfr1,MCC,0.48141167878943353, DUD-AD,LogisticRegression,fgfr1,AUROC,0.8827239003709592, DUD-AD,LogisticRegression,fgfr1,BEDROC,0.7357155121462484, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 1%,36.32820512820513, DUD-AD,LogisticRegression,fgfr1,Enrichment factor 5%,13.870769230769232, DUD-AD,LogisticRegression,fgfr1,RIE,11.76262175763197, DUD-AD,LogisticRegression,fgfr1,AUPRC,0.635779366597148, DUD-AD,LogisticRegression,fgfr1,accuracy,0.984472049689441, DUD-AD,LogisticRegression,fgfr1,F1 score,0.5454545454545454, DUD-AD,LogisticRegression,fgfr1,recall,0.4, DUD-AD,LogisticRegression,fgfr1,precision,0.8571428571428571, DUD-AD,LogisticRegression,fgfr1,MCC,0.5795389602551685, 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,0.8189454160042396, DUD-AD,LightGBM_Ranker,fgfr1,BEDROC,0.4901327800745118, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 1%,26.420512820512823, DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 5%,9.247179487179487, DUD-AD,LightGBM_Ranker,fgfr1,RIE,7.8362443373109505, DUD-AD,LightGBM_Ranker,fgfr1,AUPRC,0.32857366782906416, DUD-AD,LightGBM_Ranker,fgfr1,accuracy,0.5201863354037267, DUD-AD,LightGBM_Ranker,fgfr1,F1 score,0.0830860534124629, DUD-AD,LightGBM_Ranker,fgfr1,recall,0.9333333333333333, DUD-AD,LightGBM_Ranker,fgfr1,precision,0.043478260869565216, DUD-AD,LightGBM_Ranker,fgfr1,MCC,0.13383583106453803, DUD-AD,RandomForest,gcr,AUROC,0.9806480031323415, DUD-AD,RandomForest,gcr,BEDROC,0.8802659376005685, DUD-AD,RandomForest,gcr,Enrichment factor 1%,30.573214285714283, DUD-AD,RandomForest,gcr,Enrichment factor 5%,17.95909090909091, DUD-AD,RandomForest,gcr,RIE,13.19460256392146, DUD-AD,RandomForest,gcr,AUPRC,0.7933994836133129, DUD-AD,RandomForest,gcr,accuracy,0.9802581624905087, DUD-AD,RandomForest,gcr,F1 score,0.5666666666666667, DUD-AD,RandomForest,gcr,recall,0.425, DUD-AD,RandomForest,gcr,precision,0.85, DUD-AD,RandomForest,gcr,MCC,0.5930920411409811, DUD-AD,LogisticRegression,gcr,AUROC,0.9847689898198904, DUD-AD,LogisticRegression,gcr,BEDROC,0.9179443552254528, DUD-AD,LogisticRegression,gcr,Enrichment factor 1%,32.925, DUD-AD,LogisticRegression,gcr,Enrichment factor 5%,18.457954545454548, DUD-AD,LogisticRegression,gcr,RIE,13.75937705129512, DUD-AD,LogisticRegression,gcr,AUPRC,0.859812476759309, 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,0.8785630383711824, DUD-AD,LightGBM_Ranker,gcr,BEDROC,0.5011349624391804, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 1%,25.869642857142857, DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 5%,8.480681818181818, DUD-AD,LightGBM_Ranker,gcr,RIE,7.511680731162935, DUD-AD,LightGBM_Ranker,gcr,AUPRC,0.39558023237271805, DUD-AD,LightGBM_Ranker,gcr,accuracy,0.5261958997722096, DUD-AD,LightGBM_Ranker,gcr,F1 score,0.10601719197707736, DUD-AD,LightGBM_Ranker,gcr,recall,0.925, DUD-AD,LightGBM_Ranker,gcr,precision,0.05623100303951368, DUD-AD,LightGBM_Ranker,gcr,MCC,0.15057101507456763, DUD-AD,RandomForest,gria2,AUROC,0.9824380952380952, DUD-AD,RandomForest,gria2,BEDROC,0.8700274603728897, DUD-AD,RandomForest,gria2,Enrichment factor 1%,28.395604395604394, DUD-AD,RandomForest,gria2,Enrichment factor 5%,16.09084249084249, DUD-AD,RandomForest,gria2,RIE,12.79398703711901, DUD-AD,RandomForest,gria2,AUPRC,0.7938882016828563, 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,0.986647619047619, DUD-AD,LogisticRegression,gria2,BEDROC,0.9184033093100221, DUD-AD,LogisticRegression,gria2,Enrichment factor 1%,30.761904761904763, DUD-AD,LogisticRegression,gria2,Enrichment factor 5%,17.983882783882784, DUD-AD,LogisticRegression,gria2,RIE,13.505366860851138, DUD-AD,LogisticRegression,gria2,AUPRC,0.8656856603965691, DUD-AD,LogisticRegression,gria2,accuracy,0.9806501547987616, DUD-AD,LogisticRegression,gria2,F1 score,0.576271186440678, DUD-AD,LogisticRegression,gria2,recall,0.40476190476190477, DUD-AD,LogisticRegression,gria2,precision,1.0, DUD-AD,LogisticRegression,gria2,MCC,0.629940788348712, 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,0.6859047619047619, DUD-AD,LightGBM_Ranker,gria2,BEDROC,0.33810283436904615, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 1%,21.296703296703296, DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 5%,4.732600732600733, DUD-AD,LightGBM_Ranker,gria2,RIE,4.971892851709491, DUD-AD,LightGBM_Ranker,gria2,AUPRC,0.24418624443185608, DUD-AD,LightGBM_Ranker,gria2,accuracy,0.5154798761609907, DUD-AD,LightGBM_Ranker,gria2,F1 score,0.09011627906976744, DUD-AD,LightGBM_Ranker,gria2,recall,0.7380952380952381, DUD-AD,LightGBM_Ranker,gria2,precision,0.047987616099071206, DUD-AD,LightGBM_Ranker,gria2,MCC,0.08728715609439694, DUD-AD,RandomForest,hdac8,AUROC,0.9514822258510238, DUD-AD,RandomForest,hdac8,BEDROC,0.9076175272352732, DUD-AD,RandomForest,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,RandomForest,hdac8,Enrichment factor 5%,18.350202429149796, DUD-AD,RandomForest,hdac8,RIE,13.731241144416499, DUD-AD,RandomForest,hdac8,AUPRC,0.8228710773460244, 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,0.9907256207344136, DUD-AD,LogisticRegression,hdac8,BEDROC,0.8989534529817506, DUD-AD,LogisticRegression,hdac8,Enrichment factor 1%,31.457489878542514, DUD-AD,LogisticRegression,hdac8,Enrichment factor 5%,17.82591093117409, DUD-AD,LogisticRegression,hdac8,RIE,13.600163362407617, DUD-AD,LogisticRegression,hdac8,AUPRC,0.8082074080503381, DUD-AD,LogisticRegression,hdac8,accuracy,0.9791505791505791, DUD-AD,LogisticRegression,hdac8,F1 score,0.5263157894736842, DUD-AD,LogisticRegression,hdac8,recall,0.39473684210526316, DUD-AD,LogisticRegression,hdac8,precision,0.7894736842105263, DUD-AD,LogisticRegression,hdac8,MCC,0.5496037648625309, 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,0.9271971695348156, DUD-AD,LightGBM_Ranker,hdac8,BEDROC,0.7606900754344192, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 1%,20.97165991902834, DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 5%,15.728744939271257, DUD-AD,LightGBM_Ranker,hdac8,RIE,11.508392639806496, DUD-AD,LightGBM_Ranker,hdac8,AUPRC,0.5454109981639667, DUD-AD,LightGBM_Ranker,hdac8,accuracy,0.525096525096525, DUD-AD,LightGBM_Ranker,hdac8,F1 score,0.10218978102189781, DUD-AD,LightGBM_Ranker,hdac8,recall,0.9210526315789473, DUD-AD,LightGBM_Ranker,hdac8,precision,0.05409582689335394, DUD-AD,LightGBM_Ranker,hdac8,MCC,0.14655098142719689, DUD-AD,RandomForest,hivrt,AUROC,0.9462528735632183, DUD-AD,RandomForest,hivrt,BEDROC,0.8807165018706526, DUD-AD,RandomForest,hivrt,Enrichment factor 1%,15.367816091954023, DUD-AD,RandomForest,hivrt,Enrichment factor 5%,13.303482587064677, DUD-AD,RandomForest,hivrt,RIE,9.851294300499784, DUD-AD,RandomForest,hivrt,AUPRC,0.8230844730471756, DUD-AD,RandomForest,hivrt,accuracy,0.9543754674644727, DUD-AD,RandomForest,hivrt,F1 score,0.46017699115044247, DUD-AD,RandomForest,hivrt,recall,0.2988505747126437, DUD-AD,RandomForest,hivrt,precision,1.0, DUD-AD,RandomForest,hivrt,MCC,0.5338026289509149, DUD-AD,LogisticRegression,hivrt,AUROC,0.9624459770114943, DUD-AD,LogisticRegression,hivrt,BEDROC,0.8658034694929072, DUD-AD,LogisticRegression,hivrt,Enrichment factor 1%,14.270114942528735, DUD-AD,LogisticRegression,hivrt,Enrichment factor 5%,12.615371418768229, DUD-AD,LogisticRegression,hivrt,RIE,9.684483903180523, DUD-AD,LogisticRegression,hivrt,AUPRC,0.8058721379065851, DUD-AD,LogisticRegression,hivrt,accuracy,0.9678384442782348, DUD-AD,LogisticRegression,hivrt,F1 score,0.6861313868613139, DUD-AD,LogisticRegression,hivrt,recall,0.5402298850574713, DUD-AD,LogisticRegression,hivrt,precision,0.94, DUD-AD,LogisticRegression,hivrt,MCC,0.6991740287014866, 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,0.590928735632184, DUD-AD,LightGBM_Ranker,hivrt,BEDROC,0.2041871419820727, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 1%,3.293103448275862, DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 5%,2.5230742837536453, DUD-AD,LightGBM_Ranker,hivrt,RIE,2.283944584987339, DUD-AD,LightGBM_Ranker,hivrt,AUPRC,0.12440696984162096, DUD-AD,LightGBM_Ranker,hivrt,accuracy,0.5190725504861631, DUD-AD,LightGBM_Ranker,hivrt,F1 score,0.14834437086092717, DUD-AD,LightGBM_Ranker,hivrt,recall,0.6436781609195402, DUD-AD,LightGBM_Ranker,hivrt,precision,0.08383233532934131, DUD-AD,LightGBM_Ranker,hivrt,MCC,0.076007146574556, DUD-AD,RandomForest,igf1r,AUROC,0.8986733203505356, DUD-AD,RandomForest,igf1r,BEDROC,0.7083305261764452, DUD-AD,RandomForest,igf1r,Enrichment factor 1%,45.798816568047336, DUD-AD,RandomForest,igf1r,Enrichment factor 5%,13.7396449704142, DUD-AD,RandomForest,igf1r,RIE,11.659236776735657, DUD-AD,RandomForest,igf1r,AUPRC,0.6242602196035443, 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,0.8322480525803311, DUD-AD,LogisticRegression,igf1r,BEDROC,0.6156871266596494, DUD-AD,LogisticRegression,igf1r,Enrichment factor 1%,38.16568047337278, DUD-AD,LogisticRegression,igf1r,Enrichment factor 5%,12.21301775147929, DUD-AD,LogisticRegression,igf1r,RIE,10.1343112142371, DUD-AD,LogisticRegression,igf1r,AUPRC,0.5035004365656413, 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,0.7050876338851023, DUD-AD,LightGBM_Ranker,igf1r,BEDROC,0.2710703862956409, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 1%,7.633136094674556, DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 5%,5.34319526627219, DUD-AD,LightGBM_Ranker,igf1r,RIE,4.461863102585801, DUD-AD,LightGBM_Ranker,igf1r,AUPRC,0.14230808580093418, DUD-AD,LightGBM_Ranker,igf1r,accuracy,0.5108527131782946, DUD-AD,LightGBM_Ranker,igf1r,F1 score,0.05961251862891207, DUD-AD,LightGBM_Ranker,igf1r,recall,0.7692307692307693, DUD-AD,LightGBM_Ranker,igf1r,precision,0.031007751937984496, DUD-AD,LightGBM_Ranker,igf1r,MCC,0.07722676178712037, DUD-AD,RandomForest,jak2,AUROC,0.8971306077119761, DUD-AD,RandomForest,jak2,BEDROC,0.7062339663066833, DUD-AD,RandomForest,jak2,Enrichment factor 1%,38.11414392059553, DUD-AD,RandomForest,jak2,Enrichment factor 5%,13.548387096774194, DUD-AD,RandomForest,jak2,RIE,11.19528640258419, DUD-AD,RandomForest,jak2,AUPRC,0.5974383237529068, 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,0.9158810919703506, DUD-AD,LogisticRegression,jak2,BEDROC,0.7429549675558157, DUD-AD,LogisticRegression,jak2,Enrichment factor 1%,38.11414392059553, DUD-AD,LogisticRegression,jak2,Enrichment factor 5%,14.193548387096774, DUD-AD,LogisticRegression,jak2,RIE,11.777391120905948, DUD-AD,LogisticRegression,jak2,AUPRC,0.6635127752235045, DUD-AD,LogisticRegression,jak2,accuracy,0.9859375, DUD-AD,LogisticRegression,jak2,F1 score,0.6086956521739131, DUD-AD,LogisticRegression,jak2,recall,0.45161290322580644, DUD-AD,LogisticRegression,jak2,precision,0.9333333333333333, DUD-AD,LogisticRegression,jak2,MCC,0.6439718668174077, 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,0.7543066711433662, DUD-AD,LightGBM_Ranker,jak2,BEDROC,0.3150438476715359, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 1%,15.88089330024814, DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 5%,4.516129032258065, DUD-AD,LightGBM_Ranker,jak2,RIE,4.994104352196945, DUD-AD,LightGBM_Ranker,jak2,AUPRC,0.21989124743681124, DUD-AD,LightGBM_Ranker,jak2,accuracy,0.51484375, DUD-AD,LightGBM_Ranker,jak2,F1 score,0.07451564828614009, DUD-AD,LightGBM_Ranker,jak2,recall,0.8064516129032258, DUD-AD,LightGBM_Ranker,jak2,precision,0.0390625, DUD-AD,LightGBM_Ranker,jak2,MCC,0.09655872773903004, DUD-AD,RandomForest,kit,AUROC,0.8881523398904159, DUD-AD,RandomForest,kit,BEDROC,0.6442588767053072, DUD-AD,RandomForest,kit,Enrichment factor 1%,21.914529914529915, DUD-AD,RandomForest,kit,Enrichment factor 5%,10.957264957264957, DUD-AD,RandomForest,kit,RIE,9.258249984627955, DUD-AD,RandomForest,kit,AUPRC,0.48569793334358735, DUD-AD,RandomForest,kit,accuracy,0.9703588143525741, DUD-AD,RandomForest,kit,F1 score,0.3448275862068966, DUD-AD,RandomForest,kit,recall,0.2222222222222222, DUD-AD,RandomForest,kit,precision,0.7692307692307693, DUD-AD,RandomForest,kit,MCC,0.4037479960534914, DUD-AD,LogisticRegression,kit,AUROC,0.9004580975478308, DUD-AD,LogisticRegression,kit,BEDROC,0.6457725747672364, DUD-AD,LogisticRegression,kit,Enrichment factor 1%,21.914529914529915, DUD-AD,LogisticRegression,kit,Enrichment factor 5%,11.395555555555555, DUD-AD,LogisticRegression,kit,RIE,9.280002412844054, DUD-AD,LogisticRegression,kit,AUPRC,0.5000236934872792, DUD-AD,LogisticRegression,kit,accuracy,0.9711388455538221, DUD-AD,LogisticRegression,kit,F1 score,0.3508771929824561, DUD-AD,LogisticRegression,kit,recall,0.2222222222222222, DUD-AD,LogisticRegression,kit,precision,0.8333333333333334, DUD-AD,LogisticRegression,kit,MCC,0.4216137603018046, 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,0.8234797449025419, DUD-AD,LightGBM_Ranker,kit,BEDROC,0.4976623190645765, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 1%,19.723076923076924, DUD-AD,LightGBM_Ranker,kit,Enrichment factor 5%,8.327521367521367, DUD-AD,LightGBM_Ranker,kit,RIE,7.151600595949222, DUD-AD,LightGBM_Ranker,kit,AUPRC,0.3435208573558153, DUD-AD,LightGBM_Ranker,kit,accuracy,0.5257410296411856, DUD-AD,LightGBM_Ranker,kit,F1 score,0.11370262390670553, DUD-AD,LightGBM_Ranker,kit,recall,0.8666666666666667, DUD-AD,LightGBM_Ranker,kit,precision,0.060842433697347896, DUD-AD,LightGBM_Ranker,kit,MCC,0.13986943906312002, DUD-AD,RandomForest,kpcb,AUROC,0.94832917281289, DUD-AD,RandomForest,kpcb,BEDROC,0.8324483152109611, DUD-AD,RandomForest,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,RandomForest,kpcb,Enrichment factor 5%,16.264285714285712, DUD-AD,RandomForest,kpcb,RIE,13.49965659903105, DUD-AD,RandomForest,kpcb,AUPRC,0.7718877458277508, 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,0.9491092703960059, DUD-AD,LogisticRegression,kpcb,BEDROC,0.837552163215608, DUD-AD,LogisticRegression,kpcb,Enrichment factor 1%,45.964285714285715, DUD-AD,LogisticRegression,kpcb,Enrichment factor 5%,16.264285714285712, DUD-AD,LogisticRegression,kpcb,RIE,13.582424734750472, DUD-AD,LogisticRegression,kpcb,AUPRC,0.772366763283411, DUD-AD,LogisticRegression,kpcb,accuracy,0.98989898989899, DUD-AD,LogisticRegression,kpcb,F1 score,0.7111111111111111, DUD-AD,LogisticRegression,kpcb,recall,0.5714285714285714, DUD-AD,LogisticRegression,kpcb,precision,0.9411764705882353, DUD-AD,LogisticRegression,kpcb,MCC,0.7291609885557451, 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,0.7619709520027232, DUD-AD,LightGBM_Ranker,kpcb,BEDROC,0.5483718193523575, 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,8.89284190891588, DUD-AD,LightGBM_Ranker,kpcb,AUPRC,0.41822710017215015, DUD-AD,LightGBM_Ranker,kpcb,accuracy,0.5128205128205128, DUD-AD,LightGBM_Ranker,kpcb,F1 score,0.06557377049180328, DUD-AD,LightGBM_Ranker,kpcb,recall,0.7857142857142857, DUD-AD,LightGBM_Ranker,kpcb,precision,0.03421461897356143, DUD-AD,LightGBM_Ranker,kpcb,MCC,0.08533326531423963, DUD-AD,RandomForest,lck,AUROC,0.8729476153244723, DUD-AD,RandomForest,lck,BEDROC,0.7943487418307875, DUD-AD,RandomForest,lck,Enrichment factor 1%,15.962025316455696, DUD-AD,RandomForest,lck,Enrichment factor 5%,12.134028294862249, DUD-AD,RandomForest,lck,RIE,9.389029746856218, DUD-AD,RandomForest,lck,AUPRC,0.6970819256990595, DUD-AD,RandomForest,lck,accuracy,0.9587628865979382, DUD-AD,RandomForest,lck,F1 score,0.46153846153846156, DUD-AD,RandomForest,lck,recall,0.3037974683544304, DUD-AD,RandomForest,lck,precision,0.96, DUD-AD,RandomForest,lck,MCC,0.52762909679465, DUD-AD,LogisticRegression,lck,AUROC,0.8787620866776853, DUD-AD,LogisticRegression,lck,BEDROC,0.7500318593544093, DUD-AD,LogisticRegression,lck,Enrichment factor 1%,14.734177215189874, DUD-AD,LogisticRegression,lck,Enrichment factor 5%,11.881236038719285, DUD-AD,LogisticRegression,lck,RIE,8.865213817540841, DUD-AD,LogisticRegression,lck,AUPRC,0.6386227687776335, DUD-AD,LogisticRegression,lck,accuracy,0.9602356406480118, DUD-AD,LogisticRegression,lck,F1 score,0.5263157894736842, DUD-AD,LogisticRegression,lck,recall,0.379746835443038, DUD-AD,LogisticRegression,lck,precision,0.8571428571428571, DUD-AD,LogisticRegression,lck,MCC,0.5551815440310108, 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,0.6907097118991301, DUD-AD,LightGBM_Ranker,lck,BEDROC,0.315765630142954, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 1%,11.050632911392405, DUD-AD,LightGBM_Ranker,lck,Enrichment factor 5%,4.2974683544303796, DUD-AD,LightGBM_Ranker,lck,RIE,3.7322812709897066, DUD-AD,LightGBM_Ranker,lck,AUPRC,0.2227441857847604, DUD-AD,LightGBM_Ranker,lck,accuracy,0.5309278350515464, DUD-AD,LightGBM_Ranker,lck,F1 score,0.15852047556142668, DUD-AD,LightGBM_Ranker,lck,recall,0.759493670886076, DUD-AD,LightGBM_Ranker,lck,precision,0.08849557522123894, DUD-AD,LightGBM_Ranker,lck,MCC,0.1293499251509452, DUD-AD,RandomForest,mapk2,AUROC,0.9931621017539871, DUD-AD,RandomForest,mapk2,BEDROC,0.924990023442552, DUD-AD,RandomForest,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,RandomForest,mapk2,Enrichment factor 5%,19.017857142857142, DUD-AD,RandomForest,mapk2,RIE,15.76727820135537, DUD-AD,RandomForest,mapk2,AUPRC,0.8260143999692873, 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,0.9818161154676668, DUD-AD,LogisticRegression,mapk2,BEDROC,0.820745138218757, DUD-AD,LogisticRegression,mapk2,Enrichment factor 1%,51.494505494505496, DUD-AD,LogisticRegression,mapk2,Enrichment factor 5%,15.214285714285714, DUD-AD,LogisticRegression,mapk2,RIE,13.990331359067138, DUD-AD,LogisticRegression,mapk2,AUPRC,0.7431447246648826, DUD-AD,LogisticRegression,mapk2,accuracy,0.9874804381846636, DUD-AD,LogisticRegression,mapk2,F1 score,0.38461538461538464, DUD-AD,LogisticRegression,mapk2,recall,0.23809523809523808, DUD-AD,LogisticRegression,mapk2,precision,1.0, DUD-AD,LogisticRegression,mapk2,MCC,0.4848738826523142, 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,0.7850134484979354, DUD-AD,LightGBM_Ranker,mapk2,BEDROC,0.48415063083918164, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 1%,23.40659340659341, DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 5%,9.508928571428571, DUD-AD,LightGBM_Ranker,mapk2,RIE,8.252778425552323, DUD-AD,LightGBM_Ranker,mapk2,AUPRC,0.30849425953133236, DUD-AD,LightGBM_Ranker,mapk2,accuracy,0.5101721439749609, DUD-AD,LightGBM_Ranker,mapk2,F1 score,0.051515151515151514, DUD-AD,LightGBM_Ranker,mapk2,recall,0.8095238095238095, DUD-AD,LightGBM_Ranker,mapk2,precision,0.026604068857589983, DUD-AD,LightGBM_Ranker,mapk2,MCC,0.0800140155166101, DUD-AD,RandomForest,mcr,AUROC,0.9984089101034208, DUD-AD,RandomForest,mcr,BEDROC,0.9730374176193248, DUD-AD,RandomForest,mcr,Enrichment factor 1%,56.825910931174086, DUD-AD,RandomForest,mcr,Enrichment factor 5%,19.9375, DUD-AD,RandomForest,mcr,RIE,16.830442954502114, DUD-AD,RandomForest,mcr,AUPRC,0.9034275460041699, 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,0.9951429887367583, DUD-AD,LogisticRegression,mcr,BEDROC,0.9242372150420266, DUD-AD,LogisticRegression,mcr,Enrichment factor 1%,56.825910931174086, DUD-AD,LogisticRegression,mcr,Enrichment factor 5%,19.9375, DUD-AD,LogisticRegression,mcr,RIE,15.986355144074913, DUD-AD,LogisticRegression,mcr,AUPRC,0.7954392725069415, DUD-AD,LogisticRegression,mcr,accuracy,0.9913793103448276, DUD-AD,LogisticRegression,mcr,F1 score,0.6206896551724138, DUD-AD,LogisticRegression,mcr,recall,0.47368421052631576, DUD-AD,LogisticRegression,mcr,precision,0.9, DUD-AD,LogisticRegression,mcr,MCC,0.6495109710419136, 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,0.964242348113721, DUD-AD,LightGBM_Ranker,mcr,BEDROC,0.7483017836006524, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 1%,41.32793522267207, DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 5%,13.641447368421053, DUD-AD,LightGBM_Ranker,mcr,RIE,12.943233491727531, DUD-AD,LightGBM_Ranker,mcr,AUPRC,0.618694626243942, 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,0.9764208804688564, DUD-AD,RandomForest,met,BEDROC,0.9081522696237286, DUD-AD,RandomForest,met,Enrichment factor 1%,44.62068965517241, DUD-AD,RandomForest,met,Enrichment factor 5%,18.53474801061008, DUD-AD,RandomForest,met,RIE,14.638203426012739, DUD-AD,RandomForest,met,AUPRC,0.8380817149498941, DUD-AD,RandomForest,met,accuracy,0.9876352395672334, DUD-AD,RandomForest,met,F1 score,0.6190476190476191, DUD-AD,RandomForest,met,recall,0.4482758620689655, DUD-AD,RandomForest,met,precision,1.0, DUD-AD,RandomForest,met,MCC,0.665339603563222, DUD-AD,LogisticRegression,met,AUROC,0.9831811367043751, DUD-AD,LogisticRegression,met,BEDROC,0.8456645950971096, DUD-AD,LogisticRegression,met,Enrichment factor 1%,44.62068965517241, DUD-AD,LogisticRegression,met,Enrichment factor 5%,15.788859416445622, DUD-AD,LogisticRegression,met,RIE,13.63098545311924, DUD-AD,LogisticRegression,met,AUPRC,0.7687134531580823, DUD-AD,LogisticRegression,met,accuracy,0.9868624420401855, DUD-AD,LogisticRegression,met,F1 score,0.5853658536585366, DUD-AD,LogisticRegression,met,recall,0.41379310344827586, DUD-AD,LogisticRegression,met,precision,1.0, DUD-AD,LogisticRegression,met,MCC,0.6389882529529868, 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,0.6727545318249967, DUD-AD,LightGBM_Ranker,met,BEDROC,0.36933561087685085, DUD-AD,LightGBM_Ranker,met,Enrichment factor 1%,27.45888594164456, DUD-AD,LightGBM_Ranker,met,Enrichment factor 5%,6.178249336870027, DUD-AD,LightGBM_Ranker,met,RIE,5.953197512517091, DUD-AD,LightGBM_Ranker,met,AUPRC,0.2849896219550466, DUD-AD,LightGBM_Ranker,met,accuracy,0.5115919629057187, DUD-AD,LightGBM_Ranker,met,F1 score,0.0650887573964497, DUD-AD,LightGBM_Ranker,met,recall,0.7586206896551724, DUD-AD,LightGBM_Ranker,met,precision,0.03400309119010819, DUD-AD,LightGBM_Ranker,met,MCC,0.0783153687846115, DUD-AD,RandomForest,mk01,AUROC,0.8450715421303656, DUD-AD,RandomForest,mk01,BEDROC,0.7182093251502758, DUD-AD,RandomForest,mk01,Enrichment factor 1%,58.75384615384615, DUD-AD,RandomForest,mk01,Enrichment factor 5%,14.586458333333333, DUD-AD,RandomForest,mk01,RIE,12.797107379367382, DUD-AD,RandomForest,mk01,AUPRC,0.473083357013553, 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,0.8706942236354, DUD-AD,LogisticRegression,mk01,BEDROC,0.7076664573923656, DUD-AD,LogisticRegression,mk01,Enrichment factor 1%,52.225641025641025, DUD-AD,LogisticRegression,mk01,Enrichment factor 5%,14.586458333333333, DUD-AD,LogisticRegression,mk01,RIE,12.609253775174587, DUD-AD,LogisticRegression,mk01,AUPRC,0.41492128121518296, DUD-AD,LogisticRegression,mk01,accuracy,0.9890023566378633, DUD-AD,LogisticRegression,mk01,F1 score,0.2222222222222222, DUD-AD,LogisticRegression,mk01,recall,0.13333333333333333, DUD-AD,LogisticRegression,mk01,precision,0.6666666666666666, DUD-AD,LogisticRegression,mk01,MCC,0.29496144610163494, 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,0.6271860095389508, DUD-AD,LightGBM_Ranker,mk01,BEDROC,0.3589089940745181, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 1%,19.584615384615386, DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 5%,6.630208333333333, DUD-AD,LightGBM_Ranker,mk01,RIE,6.395067276985876, DUD-AD,LightGBM_Ranker,mk01,AUPRC,0.2486620204154882, DUD-AD,LightGBM_Ranker,mk01,accuracy,0.5027494108405341, DUD-AD,LightGBM_Ranker,mk01,F1 score,0.027649769585253458, DUD-AD,LightGBM_Ranker,mk01,recall,0.6, DUD-AD,LightGBM_Ranker,mk01,precision,0.014150943396226415, DUD-AD,LightGBM_Ranker,mk01,MCC,0.02192491350894176, DUD-AD,RandomForest,mk10,AUROC,0.8239474389916868, DUD-AD,RandomForest,mk10,BEDROC,0.654691326735632, DUD-AD,RandomForest,mk10,Enrichment factor 1%,32.794871794871796, DUD-AD,RandomForest,mk10,Enrichment factor 5%,12.21267361111111, DUD-AD,RandomForest,mk10,RIE,10.012561845736059, DUD-AD,RandomForest,mk10,AUPRC,0.5443823056480663, 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,0.8767542683471887, DUD-AD,LogisticRegression,mk10,BEDROC,0.6458676493029625, DUD-AD,LogisticRegression,mk10,Enrichment factor 1%,32.794871794871796, DUD-AD,LogisticRegression,mk10,Enrichment factor 5%,11.657552083333334, DUD-AD,LogisticRegression,mk10,RIE,9.877616396017686, DUD-AD,LogisticRegression,mk10,AUPRC,0.5305162163605538, DUD-AD,LogisticRegression,mk10,accuracy,0.9781078967943706, DUD-AD,LogisticRegression,mk10,F1 score,0.391304347826087, DUD-AD,LogisticRegression,mk10,recall,0.25, DUD-AD,LogisticRegression,mk10,precision,0.9, DUD-AD,LogisticRegression,mk10,MCC,0.4679464857117875, 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,0.700813444176276, DUD-AD,LightGBM_Ranker,mk10,BEDROC,0.41956071499929826, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 1%,27.32905982905983, DUD-AD,LightGBM_Ranker,mk10,Enrichment factor 5%,7.216579861111111, DUD-AD,LightGBM_Ranker,mk10,RIE,6.416577474657798, DUD-AD,LightGBM_Ranker,mk10,AUPRC,0.34052828286795167, DUD-AD,LightGBM_Ranker,mk10,accuracy,0.509773260359656, DUD-AD,LightGBM_Ranker,mk10,F1 score,0.07111111111111111, DUD-AD,LightGBM_Ranker,mk10,recall,0.6666666666666666, DUD-AD,LightGBM_Ranker,mk10,precision,0.03755868544600939, DUD-AD,LightGBM_Ranker,mk10,MCC,0.0568606794309609, DUD-AD,RandomForest,mk14,AUROC,0.9776575854700854, DUD-AD,RandomForest,mk14,BEDROC,0.9430744308857625, DUD-AD,RandomForest,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,RandomForest,mk14,Enrichment factor 5%,11.599023199023199, DUD-AD,RandomForest,mk14,RIE,9.15132956374255, DUD-AD,RandomForest,mk14,AUPRC,0.9134427594361889, DUD-AD,RandomForest,mk14,accuracy,0.9627773801002147, DUD-AD,RandomForest,mk14,F1 score,0.717391304347826, DUD-AD,RandomForest,mk14,recall,0.5641025641025641, DUD-AD,RandomForest,mk14,precision,0.9850746268656716, DUD-AD,RandomForest,mk14,MCC,0.7302824730359212, DUD-AD,LogisticRegression,mk14,AUROC,0.9770499465811966, DUD-AD,LogisticRegression,mk14,BEDROC,0.920600621590025, DUD-AD,LogisticRegression,mk14,Enrichment factor 1%,11.94017094017094, DUD-AD,LogisticRegression,mk14,Enrichment factor 5%,11.087301587301587, DUD-AD,LogisticRegression,mk14,RIE,8.933250029102828, DUD-AD,LogisticRegression,mk14,AUPRC,0.8821651547408247, DUD-AD,LogisticRegression,mk14,accuracy,0.9713672154617037, DUD-AD,LogisticRegression,mk14,F1 score,0.8076923076923077, DUD-AD,LogisticRegression,mk14,recall,0.717948717948718, DUD-AD,LogisticRegression,mk14,precision,0.9230769230769231, DUD-AD,LogisticRegression,mk14,MCC,0.7997942717363435, 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,0.6632779113247862, DUD-AD,LightGBM_Ranker,mk14,BEDROC,0.42052075554737706, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 1%,9.381562881562882, DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 5%,4.605494505494506, DUD-AD,LightGBM_Ranker,mk14,RIE,4.080615434131892, DUD-AD,LightGBM_Ranker,mk14,AUPRC,0.29622871581918025, DUD-AD,LightGBM_Ranker,mk14,accuracy,0.5268432355046528, DUD-AD,LightGBM_Ranker,mk14,F1 score,0.18895705521472392, DUD-AD,LightGBM_Ranker,mk14,recall,0.6581196581196581, DUD-AD,LightGBM_Ranker,mk14,precision,0.11031518624641834, DUD-AD,LightGBM_Ranker,mk14,MCC,0.09582654954660748, DUD-AD,RandomForest,mp2k1,AUROC,0.9230408766491239, DUD-AD,RandomForest,mp2k1,BEDROC,0.775002007368492, DUD-AD,RandomForest,mp2k1,Enrichment factor 1%,53.83216783216783, DUD-AD,RandomForest,mp2k1,Enrichment factor 5%,14.355244755244756, DUD-AD,RandomForest,mp2k1,RIE,13.121672041821753, DUD-AD,RandomForest,mp2k1,AUPRC,0.6933200298924077, 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,0.9725326220171582, DUD-AD,LogisticRegression,mp2k1,BEDROC,0.8469230351226563, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 1%,58.31818181818182, DUD-AD,LogisticRegression,mp2k1,Enrichment factor 5%,16.14965034965035, DUD-AD,LogisticRegression,mp2k1,RIE,14.339377449796958, DUD-AD,LogisticRegression,mp2k1,AUPRC,0.7830302977024096, DUD-AD,LogisticRegression,mp2k1,accuracy,0.9929851909586905, DUD-AD,LogisticRegression,mp2k1,F1 score,0.7428571428571429, DUD-AD,LogisticRegression,mp2k1,recall,0.5909090909090909, DUD-AD,LogisticRegression,mp2k1,precision,1.0, DUD-AD,LogisticRegression,mp2k1,MCC,0.7659775102249186, 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,0.7223704130920625, DUD-AD,LightGBM_Ranker,mp2k1,BEDROC,0.3976554322206619, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 1%,22.43006993006993, DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 5%,6.280419580419581, DUD-AD,LightGBM_Ranker,mp2k1,RIE,6.732762155702535, DUD-AD,LightGBM_Ranker,mp2k1,AUPRC,0.3009411344011062, DUD-AD,LightGBM_Ranker,mp2k1,accuracy,0.5066250974279034, DUD-AD,LightGBM_Ranker,mp2k1,F1 score,0.04524886877828054, DUD-AD,LightGBM_Ranker,mp2k1,recall,0.6818181818181818, DUD-AD,LightGBM_Ranker,mp2k1,precision,0.0234009360374415, DUD-AD,LightGBM_Ranker,mp2k1,MCC,0.04813390670099108, DUD-AD,RandomForest,pa2ga,AUROC,0.9640802322512536, DUD-AD,RandomForest,pa2ga,BEDROC,0.8273526873145611, DUD-AD,RandomForest,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,RandomForest,pa2ga,Enrichment factor 5%,17.30625, DUD-AD,RandomForest,pa2ga,RIE,14.748363235066432, DUD-AD,RandomForest,pa2ga,AUPRC,0.7566821492429234, 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,0.974927421483241, DUD-AD,LogisticRegression,pa2ga,BEDROC,0.8189168630746607, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 1%,65.53846153846153, DUD-AD,LogisticRegression,pa2ga,Enrichment factor 5%,17.30625, DUD-AD,LogisticRegression,pa2ga,RIE,14.597986495384712, DUD-AD,LogisticRegression,pa2ga,AUPRC,0.7210736449461939, DUD-AD,LogisticRegression,pa2ga,accuracy,0.9945226917057903, DUD-AD,LogisticRegression,pa2ga,F1 score,0.72, DUD-AD,LogisticRegression,pa2ga,recall,0.6, DUD-AD,LogisticRegression,pa2ga,precision,0.9, DUD-AD,LogisticRegression,pa2ga,MCC,0.7324288639398511, 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,0.768434943256796, DUD-AD,LightGBM_Ranker,pa2ga,BEDROC,0.39709683834751885, 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,7.078635896434975, DUD-AD,LightGBM_Ranker,pa2ga,AUPRC,0.30468493751223436, DUD-AD,LightGBM_Ranker,pa2ga,accuracy,0.5070422535211268, DUD-AD,LightGBM_Ranker,pa2ga,F1 score,0.03669724770642202, DUD-AD,LightGBM_Ranker,pa2ga,recall,0.8, DUD-AD,LightGBM_Ranker,pa2ga,precision,0.018779342723004695, DUD-AD,LightGBM_Ranker,pa2ga,MCC,0.06538757100401593, DUD-AD,RandomForest,pgh1,AUROC,0.9473301963993455, DUD-AD,RandomForest,pgh1,BEDROC,0.8511895320436728, DUD-AD,RandomForest,pgh1,Enrichment factor 1%,16.275, DUD-AD,RandomForest,pgh1,Enrichment factor 5%,13.809090909090909, DUD-AD,RandomForest,pgh1,RIE,9.79940546175684, DUD-AD,RandomForest,pgh1,AUPRC,0.7827345369043679, DUD-AD,RandomForest,pgh1,accuracy,0.9470046082949308, DUD-AD,RandomForest,pgh1,F1 score,0.24175824175824176, DUD-AD,RandomForest,pgh1,recall,0.1375, DUD-AD,RandomForest,pgh1,precision,1.0, DUD-AD,RandomForest,pgh1,MCC,0.36076452943853415, DUD-AD,LogisticRegression,pgh1,AUROC,0.9267798690671031, DUD-AD,LogisticRegression,pgh1,BEDROC,0.7476297870426762, DUD-AD,LogisticRegression,pgh1,Enrichment factor 1%,16.275, DUD-AD,LogisticRegression,pgh1,Enrichment factor 5%,10.603409090909091, DUD-AD,LogisticRegression,pgh1,RIE,8.607163447282728, DUD-AD,LogisticRegression,pgh1,AUPRC,0.6670120542368745, DUD-AD,LogisticRegression,pgh1,accuracy,0.9493087557603687, DUD-AD,LogisticRegression,pgh1,F1 score,0.2978723404255319, DUD-AD,LogisticRegression,pgh1,recall,0.175, DUD-AD,LogisticRegression,pgh1,precision,1.0, DUD-AD,LogisticRegression,pgh1,MCC,0.407470991232078, 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,0.7578099427168575, DUD-AD,LightGBM_Ranker,pgh1,BEDROC,0.4972120734229793, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 1%,13.95, DUD-AD,LightGBM_Ranker,pgh1,Enrichment factor 5%,7.151136363636364, DUD-AD,LightGBM_Ranker,pgh1,RIE,5.724204249738589, DUD-AD,LightGBM_Ranker,pgh1,AUPRC,0.3656547497157344, 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,0.9132216863808312, DUD-AD,RandomForest,pgh2,BEDROC,0.7888203912252579, DUD-AD,RandomForest,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,RandomForest,pgh2,Enrichment factor 5%,11.364953886693018, DUD-AD,RandomForest,pgh2,RIE,8.316153664954415, DUD-AD,RandomForest,pgh2,AUPRC,0.6840843068105946, DUD-AD,RandomForest,pgh2,accuracy,0.9486049926578561, DUD-AD,RandomForest,pgh2,F1 score,0.5, DUD-AD,RandomForest,pgh2,recall,0.35353535353535354, DUD-AD,RandomForest,pgh2,precision,0.8536585365853658, DUD-AD,RandomForest,pgh2,MCC,0.5299482171173605, DUD-AD,LogisticRegression,pgh2,AUROC,0.9291409742716157, DUD-AD,LogisticRegression,pgh2,BEDROC,0.7891021952619368, DUD-AD,LogisticRegression,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,LogisticRegression,pgh2,Enrichment factor 5%,10.567413263065436, DUD-AD,LogisticRegression,pgh2,RIE,8.319124589226014, DUD-AD,LogisticRegression,pgh2,AUPRC,0.6857763343975182, DUD-AD,LogisticRegression,pgh2,accuracy,0.9544787077826725, DUD-AD,LogisticRegression,pgh2,F1 score,0.5866666666666667, DUD-AD,LogisticRegression,pgh2,recall,0.4444444444444444, DUD-AD,LogisticRegression,pgh2,precision,0.8627450980392157, DUD-AD,LogisticRegression,pgh2,MCC,0.6002062073897635, 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,0.5856346521429657, DUD-AD,LightGBM_Ranker,pgh2,BEDROC,0.4297046768292407, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 1%,12.774891774891776, DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 5%,5.981554677206851, DUD-AD,LightGBM_Ranker,pgh2,RIE,4.5301696003356495, DUD-AD,LightGBM_Ranker,pgh2,AUPRC,0.2957802691541589, DUD-AD,LightGBM_Ranker,pgh2,accuracy,0.5051395007342144, DUD-AD,LightGBM_Ranker,pgh2,F1 score,0.1358974358974359, DUD-AD,LightGBM_Ranker,pgh2,recall,0.5353535353535354, DUD-AD,LightGBM_Ranker,pgh2,precision,0.07782672540381791, DUD-AD,LightGBM_Ranker,pgh2,MCC,0.019796060273077287, DUD-AD,RandomForest,plk1,AUROC,0.9215174552744052, DUD-AD,RandomForest,plk1,BEDROC,0.7659374208940444, DUD-AD,RandomForest,plk1,Enrichment factor 1%,60.95238095238095, DUD-AD,RandomForest,plk1,Enrichment factor 5%,14.285714285714286, DUD-AD,RandomForest,plk1,RIE,13.059254425373101, DUD-AD,RandomForest,plk1,AUPRC,0.7067165506102848, 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,0.9670940655849313, DUD-AD,LogisticRegression,plk1,BEDROC,0.8255209099643961, DUD-AD,LogisticRegression,plk1,Enrichment factor 1%,60.95238095238095, DUD-AD,LogisticRegression,plk1,Enrichment factor 5%,16.19047619047619, DUD-AD,LogisticRegression,plk1,RIE,14.07515457489938, DUD-AD,LogisticRegression,plk1,AUPRC,0.7677214715789421, 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,0.64764174136692, DUD-AD,LightGBM_Ranker,plk1,BEDROC,0.1724483587359984, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 1%,9.377289377289378, DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 5%,2.857142857142857, DUD-AD,LightGBM_Ranker,plk1,RIE,2.94024937220006, DUD-AD,LightGBM_Ranker,plk1,AUPRC,0.12556248615957682, DUD-AD,LightGBM_Ranker,plk1,accuracy,0.50703125, DUD-AD,LightGBM_Ranker,plk1,F1 score,0.0453857791225416, DUD-AD,LightGBM_Ranker,plk1,recall,0.7142857142857143, DUD-AD,LightGBM_Ranker,plk1,precision,0.0234375, DUD-AD,LightGBM_Ranker,plk1,MCC,0.05535030228266376, DUD-AD,RandomForest,ppard,AUROC,0.9745407636738906, DUD-AD,RandomForest,ppard,BEDROC,0.9032808965904058, DUD-AD,RandomForest,ppard,Enrichment factor 1%,32.08458646616541, DUD-AD,RandomForest,ppard,Enrichment factor 5%,17.276315789473685, DUD-AD,RandomForest,ppard,RIE,13.715386155499498, DUD-AD,RandomForest,ppard,AUPRC,0.8545102055228205, DUD-AD,RandomForest,ppard,accuracy,0.9809596344249809, DUD-AD,RandomForest,ppard,F1 score,0.5098039215686274, DUD-AD,RandomForest,ppard,recall,0.34210526315789475, DUD-AD,RandomForest,ppard,precision,1.0, DUD-AD,RandomForest,ppard,MCC,0.5792463342909248, DUD-AD,LogisticRegression,ppard,AUROC,0.9902167182662538, DUD-AD,LogisticRegression,ppard,BEDROC,0.9210268781783593, DUD-AD,LogisticRegression,ppard,Enrichment factor 1%,34.55263157894737, DUD-AD,LogisticRegression,ppard,Enrichment factor 5%,18.84688995215311, DUD-AD,LogisticRegression,ppard,RIE,13.98484053022957, DUD-AD,LogisticRegression,ppard,AUPRC,0.8603185750491069, DUD-AD,LogisticRegression,ppard,accuracy,0.9855293221629855, DUD-AD,LogisticRegression,ppard,F1 score,0.6885245901639344, DUD-AD,LogisticRegression,ppard,recall,0.5526315789473685, DUD-AD,LogisticRegression,ppard,precision,0.9130434782608695, DUD-AD,LogisticRegression,ppard,MCC,0.7041891536167837, 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,0.7263157894736842, DUD-AD,LightGBM_Ranker,ppard,BEDROC,0.2967208068936261, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 1%,17.276315789473685, DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 5%,4.188197767145136, DUD-AD,LightGBM_Ranker,ppard,RIE,4.505398593221711, DUD-AD,LightGBM_Ranker,ppard,AUPRC,0.2311335029008062, DUD-AD,LightGBM_Ranker,ppard,accuracy,0.5156130997715156, DUD-AD,LightGBM_Ranker,ppard,F1 score,0.08357348703170028, DUD-AD,LightGBM_Ranker,ppard,recall,0.7631578947368421, DUD-AD,LightGBM_Ranker,ppard,precision,0.04420731707317073, DUD-AD,LightGBM_Ranker,ppard,MCC,0.09099368019469478, DUD-AD,RandomForest,pparg,AUROC,0.9864021868647929, DUD-AD,RandomForest,pparg,BEDROC,0.9070902745905597, DUD-AD,RandomForest,pparg,Enrichment factor 1%,17.844155844155843, DUD-AD,RandomForest,pparg,Enrichment factor 5%,15.258046301524562, DUD-AD,RandomForest,pparg,RIE,10.909313786983997, DUD-AD,RandomForest,pparg,AUPRC,0.862719584839483, DUD-AD,RandomForest,pparg,accuracy,0.9687045123726347, DUD-AD,RandomForest,pparg,F1 score,0.6324786324786325, DUD-AD,RandomForest,pparg,recall,0.4805194805194805, DUD-AD,RandomForest,pparg,precision,0.925, DUD-AD,RandomForest,pparg,MCC,0.6542185740750801, DUD-AD,LogisticRegression,pparg,AUROC,0.9863521212788753, DUD-AD,LogisticRegression,pparg,BEDROC,0.9042845367109399, DUD-AD,LogisticRegression,pparg,Enrichment factor 1%,17.844155844155843, DUD-AD,LogisticRegression,pparg,Enrichment factor 5%,14.22360248447205, DUD-AD,LogisticRegression,pparg,RIE,10.875569984876453, DUD-AD,LogisticRegression,pparg,AUPRC,0.8625001730074573, DUD-AD,LogisticRegression,pparg,accuracy,0.9730713245997089, DUD-AD,LogisticRegression,pparg,F1 score,0.725925925925926, DUD-AD,LogisticRegression,pparg,recall,0.6363636363636364, DUD-AD,LogisticRegression,pparg,precision,0.8448275862068966, DUD-AD,LogisticRegression,pparg,MCC,0.7199744498296886, 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,0.8140263745506614, DUD-AD,LightGBM_Ranker,pparg,BEDROC,0.35184142250968886, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 1%,8.922077922077921, DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 5%,3.6205533596837944, DUD-AD,LightGBM_Ranker,pparg,RIE,4.2314956197371165, DUD-AD,LightGBM_Ranker,pparg,AUPRC,0.2589313813897826, 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,0.9612624942972087, DUD-AD,RandomForest,prgr,BEDROC,0.8951191790546297, DUD-AD,RandomForest,prgr,Enrichment factor 1%,23.263157894736842, DUD-AD,RandomForest,prgr,Enrichment factor 5%,16.318931657501963, DUD-AD,RandomForest,prgr,RIE,12.009275726272373, DUD-AD,RandomForest,prgr,AUPRC,0.8449309596521247, DUD-AD,RandomForest,prgr,accuracy,0.9720965309200603, DUD-AD,RandomForest,prgr,F1 score,0.5316455696202531, DUD-AD,RandomForest,prgr,recall,0.3684210526315789, DUD-AD,RandomForest,prgr,precision,0.9545454545454546, DUD-AD,RandomForest,prgr,MCC,0.5837577066934331, DUD-AD,LogisticRegression,prgr,AUROC,0.9825667399388938, DUD-AD,LogisticRegression,prgr,BEDROC,0.884926618278041, DUD-AD,LogisticRegression,prgr,Enrichment factor 1%,21.601503759398494, DUD-AD,LogisticRegression,prgr,Enrichment factor 5%,15.97172034564022, DUD-AD,LogisticRegression,prgr,RIE,11.87252826859168, DUD-AD,LogisticRegression,prgr,AUPRC,0.8119933934641724, DUD-AD,LogisticRegression,prgr,accuracy,0.9811463046757164, DUD-AD,LogisticRegression,prgr,F1 score,0.7422680412371134, DUD-AD,LogisticRegression,prgr,recall,0.631578947368421, DUD-AD,LogisticRegression,prgr,precision,0.9, DUD-AD,LogisticRegression,prgr,MCC,0.7451994016929117, 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,0.516735100161752, DUD-AD,LightGBM_Ranker,prgr,BEDROC,0.3127464993629976, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 1%,18.278195488721806, DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 5%,4.8609583660644144, DUD-AD,LightGBM_Ranker,prgr,RIE,4.195931747647961, DUD-AD,LightGBM_Ranker,prgr,AUPRC,0.2360562972360727, DUD-AD,LightGBM_Ranker,prgr,accuracy,0.4856711915535445, DUD-AD,LightGBM_Ranker,prgr,F1 score,0.05277777777777778, DUD-AD,LightGBM_Ranker,prgr,recall,0.3333333333333333, DUD-AD,LightGBM_Ranker,prgr,precision,0.02865761689291101, DUD-AD,LightGBM_Ranker,prgr,MCC,-0.07064563970441577, DUD-AD,RandomForest,ptn1,AUROC,0.9451262519396247, DUD-AD,RandomForest,ptn1,BEDROC,0.8548250121714421, DUD-AD,RandomForest,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,RandomForest,ptn1,Enrichment factor 5%,15.117647058823529, DUD-AD,RandomForest,ptn1,RIE,13.275541242502719, DUD-AD,RandomForest,ptn1,AUPRC,0.7987136981676982, DUD-AD,RandomForest,ptn1,accuracy,0.9797665369649805, DUD-AD,RandomForest,ptn1,F1 score,0.38095238095238093, DUD-AD,RandomForest,ptn1,recall,0.23529411764705882, DUD-AD,RandomForest,ptn1,precision,1.0, DUD-AD,RandomForest,ptn1,MCC,0.4801077772961597, DUD-AD,LogisticRegression,ptn1,AUROC,0.9511449663798374, DUD-AD,LogisticRegression,ptn1,BEDROC,0.8034745927609889, DUD-AD,LogisticRegression,ptn1,Enrichment factor 1%,37.794117647058826, DUD-AD,LogisticRegression,ptn1,Enrichment factor 5%,15.699095022624434, DUD-AD,LogisticRegression,ptn1,RIE,12.478062696359915, DUD-AD,LogisticRegression,ptn1,AUPRC,0.7474785474797045, DUD-AD,LogisticRegression,ptn1,accuracy,0.9867704280155642, DUD-AD,LogisticRegression,ptn1,F1 score,0.6666666666666666, DUD-AD,LogisticRegression,ptn1,recall,0.5, DUD-AD,LogisticRegression,ptn1,precision,1.0, DUD-AD,LogisticRegression,ptn1,MCC,0.7023507172121732, 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,0.6843819062397142, DUD-AD,LightGBM_Ranker,ptn1,BEDROC,0.35815461195499476, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 1%,20.350678733031675, DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 5%,6.395927601809954, DUD-AD,LightGBM_Ranker,ptn1,RIE,5.562186741718497, DUD-AD,LightGBM_Ranker,ptn1,AUPRC,0.2592721485009963, DUD-AD,LightGBM_Ranker,ptn1,accuracy,0.51284046692607, DUD-AD,LightGBM_Ranker,ptn1,F1 score,0.0712166172106825, DUD-AD,LightGBM_Ranker,ptn1,recall,0.7058823529411765, DUD-AD,LightGBM_Ranker,ptn1,precision,0.0375, DUD-AD,LightGBM_Ranker,ptn1,MCC,0.0685248180165041, DUD-AD,RandomForest,pur2,AUROC,0.9957176843774782, DUD-AD,RandomForest,pur2,BEDROC,0.9391813997758184, DUD-AD,RandomForest,pur2,Enrichment factor 1%,77.90769230769232, DUD-AD,RandomForest,pur2,Enrichment factor 5%,19.78125, DUD-AD,RandomForest,pur2,RIE,18.060931521254854, DUD-AD,RandomForest,pur2,AUPRC,0.7627450980392156, 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,0.9990483743061063, DUD-AD,LogisticRegression,pur2,BEDROC,0.981922404203088, DUD-AD,LogisticRegression,pur2,Enrichment factor 1%,97.38461538461539, DUD-AD,LogisticRegression,pur2,Enrichment factor 5%,19.78125, DUD-AD,LogisticRegression,pur2,RIE,18.882862569358508, DUD-AD,LogisticRegression,pur2,AUPRC,0.8392857142857142, 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,0.9303727200634417, DUD-AD,LightGBM_Ranker,pur2,BEDROC,0.6412210703297008, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 1%,38.95384615384616, DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 5%,11.86875, DUD-AD,LightGBM_Ranker,pur2,RIE,12.331004273248837, DUD-AD,LightGBM_Ranker,pur2,AUPRC,0.38990420123670433, 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,0.9871556217423679, DUD-AD,RandomForest,pyrd,BEDROC,0.9032264437470134, DUD-AD,RandomForest,pyrd,Enrichment factor 1%,75.3529411764706, DUD-AD,RandomForest,pyrd,Enrichment factor 5%,17.389140271493215, DUD-AD,RandomForest,pyrd,RIE,15.865945447852186, DUD-AD,RandomForest,pyrd,AUPRC,0.8503072370992054, 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,0.9965562174236783, DUD-AD,LogisticRegression,pyrd,BEDROC,0.9538402746585365, DUD-AD,LogisticRegression,pyrd,Enrichment factor 1%,69.55656108597286, DUD-AD,LogisticRegression,pyrd,Enrichment factor 5%,18.548416289592762, DUD-AD,LogisticRegression,pyrd,RIE,16.755020699489084, DUD-AD,LogisticRegression,pyrd,AUPRC,0.8948280325311317, DUD-AD,LogisticRegression,pyrd,accuracy,0.9953161592505855, DUD-AD,LogisticRegression,pyrd,F1 score,0.8, DUD-AD,LogisticRegression,pyrd,recall,0.7058823529411765, DUD-AD,LogisticRegression,pyrd,precision,0.9230769230769231, DUD-AD,LogisticRegression,pyrd,MCC,0.8050298751609491, 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,0.6021965748324646, DUD-AD,LightGBM_Ranker,pyrd,BEDROC,0.33259443076338935, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 1%,17.389140271493215, DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 5%,6.955656108597285, DUD-AD,LightGBM_Ranker,pyrd,RIE,5.842305833961926, DUD-AD,LightGBM_Ranker,pyrd,AUPRC,0.17023522720742273, DUD-AD,LightGBM_Ranker,pyrd,accuracy,0.4996096799375488, DUD-AD,LightGBM_Ranker,pyrd,F1 score,0.0243531202435312, DUD-AD,LightGBM_Ranker,pyrd,recall,0.47058823529411764, DUD-AD,LightGBM_Ranker,pyrd,precision,0.0125, DUD-AD,LightGBM_Ranker,pyrd,MCC,-0.006731317549696341, DUD-AD,RandomForest,rock1,AUROC,0.9483968380850876, DUD-AD,RandomForest,rock1,BEDROC,0.8402711673763187, DUD-AD,RandomForest,rock1,Enrichment factor 1%,47.333333333333336, DUD-AD,RandomForest,rock1,Enrichment factor 5%,17.010416666666668, DUD-AD,RandomForest,rock1,RIE,13.70638816209162, DUD-AD,RandomForest,rock1,AUPRC,0.7699025994349793, DUD-AD,RandomForest,rock1,accuracy,0.9874804381846636, DUD-AD,RandomForest,rock1,F1 score,0.5789473684210527, DUD-AD,RandomForest,rock1,recall,0.4074074074074074, DUD-AD,RandomForest,rock1,precision,1.0, DUD-AD,RandomForest,rock1,MCC,0.6342417224399204, DUD-AD,LogisticRegression,rock1,AUROC,0.9804600763833378, DUD-AD,LogisticRegression,rock1,BEDROC,0.8680396997999089, DUD-AD,LogisticRegression,rock1,Enrichment factor 1%,47.333333333333336, DUD-AD,LogisticRegression,rock1,Enrichment factor 5%,17.010416666666668, DUD-AD,LogisticRegression,rock1,RIE,14.159344656901787, DUD-AD,LogisticRegression,rock1,AUPRC,0.8084727387803333, DUD-AD,LogisticRegression,rock1,accuracy,0.9913928012519562, DUD-AD,LogisticRegression,rock1,F1 score,0.7441860465116279, DUD-AD,LogisticRegression,rock1,recall,0.5925925925925926, DUD-AD,LogisticRegression,rock1,precision,1.0, DUD-AD,LogisticRegression,rock1,MCC,0.7664381018533267, 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,0.7263522515321076, DUD-AD,LightGBM_Ranker,rock1,BEDROC,0.3639851478903882, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 1%,21.846153846153843, DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 5%,5.916666666666667, DUD-AD,LightGBM_Ranker,rock1,RIE,5.937275894200974, DUD-AD,LightGBM_Ranker,rock1,AUPRC,0.28718329694450856, DUD-AD,LightGBM_Ranker,rock1,accuracy,0.5117370892018779, DUD-AD,LightGBM_Ranker,rock1,F1 score,0.06306306306306306, DUD-AD,LightGBM_Ranker,rock1,recall,0.7777777777777778, DUD-AD,LightGBM_Ranker,rock1,precision,0.03286384976525822, DUD-AD,LightGBM_Ranker,rock1,MCC,0.08161701781239862, DUD-AD,RandomForest,src,AUROC,0.8970559129143989, DUD-AD,RandomForest,src,BEDROC,0.793982906923499, DUD-AD,RandomForest,src,Enrichment factor 1%,13.671732522796352, DUD-AD,RandomForest,src,Enrichment factor 5%,12.409726443768998, DUD-AD,RandomForest,src,RIE,8.684873093855659, DUD-AD,RandomForest,src,AUPRC,0.6990504557068112, DUD-AD,RandomForest,src,accuracy,0.9501445086705202, DUD-AD,RandomForest,src,F1 score,0.43902439024390244, DUD-AD,RandomForest,src,recall,0.2872340425531915, DUD-AD,RandomForest,src,precision,0.9310344827586207, DUD-AD,RandomForest,src,MCC,0.5018518493154154, DUD-AD,LogisticRegression,src,AUROC,0.888693715982187, DUD-AD,LogisticRegression,src,BEDROC,0.7831533893630571, DUD-AD,LogisticRegression,src,Enrichment factor 1%,14.72340425531915, DUD-AD,LogisticRegression,src,Enrichment factor 5%,11.77872340425532, DUD-AD,LogisticRegression,src,RIE,8.566415903014104, DUD-AD,LogisticRegression,src,AUPRC,0.6899170057253258, DUD-AD,LogisticRegression,src,accuracy,0.9573699421965318, DUD-AD,LogisticRegression,src,F1 score,0.5815602836879432, DUD-AD,LogisticRegression,src,recall,0.43617021276595747, DUD-AD,LogisticRegression,src,precision,0.8723404255319149, DUD-AD,LogisticRegression,src,MCC,0.5994377953609997, 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,0.7557685964044202, DUD-AD,LightGBM_Ranker,src,BEDROC,0.4414636886815549, DUD-AD,LightGBM_Ranker,src,Enrichment factor 1%,10.516717325227964, DUD-AD,LightGBM_Ranker,src,Enrichment factor 5%,5.048024316109423, DUD-AD,LightGBM_Ranker,src,RIE,4.828890029278811, DUD-AD,LightGBM_Ranker,src,AUPRC,0.3271393415785003, 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,0.9641528276661888, DUD-AD,RandomForest,try1,BEDROC,0.9212552742312283, DUD-AD,RandomForest,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,RandomForest,try1,Enrichment factor 5%,12.515527950310558, DUD-AD,RandomForest,try1,RIE,9.779069192801483, DUD-AD,RandomForest,try1,AUPRC,0.8795821510397833, DUD-AD,RandomForest,try1,accuracy,0.9626373626373627, DUD-AD,RandomForest,try1,F1 score,0.6751592356687898, DUD-AD,RandomForest,try1,recall,0.5408163265306123, DUD-AD,RandomForest,try1,precision,0.8983050847457628, DUD-AD,RandomForest,try1,MCC,0.6805091168001884, DUD-AD,LogisticRegression,try1,AUROC,0.9783676690881562, DUD-AD,LogisticRegression,try1,BEDROC,0.9256013994214723, DUD-AD,LogisticRegression,try1,Enrichment factor 1%,13.928571428571429, DUD-AD,LogisticRegression,try1,Enrichment factor 5%,12.515527950310558, DUD-AD,LogisticRegression,try1,RIE,9.825203049230954, DUD-AD,LogisticRegression,try1,AUPRC,0.8893413252605944, DUD-AD,LogisticRegression,try1,accuracy,0.96996336996337, DUD-AD,LogisticRegression,try1,F1 score,0.7602339181286549, DUD-AD,LogisticRegression,try1,recall,0.6632653061224489, DUD-AD,LogisticRegression,try1,precision,0.8904109589041096, DUD-AD,LogisticRegression,try1,MCC,0.7537750432532457, 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,0.8200151410208912, DUD-AD,LightGBM_Ranker,try1,BEDROC,0.604006716460616, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 1%,11.938775510204081, DUD-AD,LightGBM_Ranker,try1,Enrichment factor 5%,7.670807453416149, DUD-AD,LightGBM_Ranker,try1,RIE,6.411494910887152, DUD-AD,LightGBM_Ranker,try1,AUPRC,0.47341158328877264, DUD-AD,LightGBM_Ranker,try1,accuracy,0.5501831501831502, DUD-AD,LightGBM_Ranker,try1,F1 score,0.2128205128205128, DUD-AD,LightGBM_Ranker,try1,recall,0.8469387755102041, DUD-AD,LightGBM_Ranker,try1,precision,0.1217008797653959, DUD-AD,LightGBM_Ranker,try1,MCC,0.19318169539940494, DUD-AD,RandomForest,tysy,AUROC,0.9516367972250326, DUD-AD,RandomForest,tysy,BEDROC,0.8457636477333806, DUD-AD,RandomForest,tysy,Enrichment factor 1%,58.18181818181818, DUD-AD,RandomForest,tysy,Enrichment factor 5%,17.272727272727273, DUD-AD,RandomForest,tysy,RIE,14.314322436791132, DUD-AD,RandomForest,tysy,AUPRC,0.775466506688179, 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,0.9833791010261598, DUD-AD,LogisticRegression,tysy,BEDROC,0.8811801982640585, DUD-AD,LogisticRegression,tysy,Enrichment factor 1%,53.7062937062937, DUD-AD,LogisticRegression,tysy,Enrichment factor 5%,17.272727272727273, DUD-AD,LogisticRegression,tysy,RIE,14.913738034176239, DUD-AD,LogisticRegression,tysy,AUPRC,0.8271557309441459, DUD-AD,LogisticRegression,tysy,accuracy,0.9921875, DUD-AD,LogisticRegression,tysy,F1 score,0.7222222222222222, DUD-AD,LogisticRegression,tysy,recall,0.5909090909090909, DUD-AD,LogisticRegression,tysy,precision,0.9285714285714286, DUD-AD,LogisticRegression,tysy,MCC,0.7374062931109202, 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,0.8123645035409742, DUD-AD,LightGBM_Ranker,tysy,BEDROC,0.4266869820126363, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 1%,22.377622377622377, DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 5%,9.090909090909092, DUD-AD,LightGBM_Ranker,tysy,RIE,7.221562521746092, DUD-AD,LightGBM_Ranker,tysy,AUPRC,0.30669086545902674, DUD-AD,LightGBM_Ranker,tysy,accuracy,0.5125, DUD-AD,LightGBM_Ranker,tysy,F1 score,0.05740181268882175, DUD-AD,LightGBM_Ranker,tysy,recall,0.8636363636363636, DUD-AD,LightGBM_Ranker,tysy,precision,0.0296875, DUD-AD,LightGBM_Ranker,tysy,MCC,0.09617635677666721, DUD-AD,RandomForest,urok,AUROC,0.9705648740830725, DUD-AD,RandomForest,urok,BEDROC,0.897808241457425, DUD-AD,RandomForest,urok,Enrichment factor 1%,38.029411764705884, DUD-AD,RandomForest,urok,Enrichment factor 5%,18.13710407239819, DUD-AD,RandomForest,urok,RIE,13.963919923711261, DUD-AD,RandomForest,urok,AUPRC,0.8304037385409588, 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,0.9830864832032893, DUD-AD,LogisticRegression,urok,BEDROC,0.8947905269305891, DUD-AD,LogisticRegression,urok,Enrichment factor 1%,35.10407239819004, DUD-AD,LogisticRegression,urok,Enrichment factor 5%,18.13710407239819, DUD-AD,LogisticRegression,urok,RIE,13.916984373450255, DUD-AD,LogisticRegression,urok,AUPRC,0.8150390362047307, DUD-AD,LogisticRegression,urok,accuracy,0.9868522815158546, DUD-AD,LogisticRegression,urok,F1 score,0.711864406779661, DUD-AD,LogisticRegression,urok,recall,0.6176470588235294, DUD-AD,LogisticRegression,urok,precision,0.84, DUD-AD,LogisticRegression,urok,MCC,0.7140412971558434, 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,0.855510909685558, DUD-AD,LightGBM_Ranker,urok,BEDROC,0.7019136454613195, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 1%,29.25339366515837, DUD-AD,LightGBM_Ranker,urok,Enrichment factor 5%,14.041628959276018, DUD-AD,LightGBM_Ranker,urok,RIE,10.917104005747285, DUD-AD,LightGBM_Ranker,urok,AUPRC,0.5295914984154533, DUD-AD,LightGBM_Ranker,urok,accuracy,0.5189481825212684, DUD-AD,LightGBM_Ranker,urok,F1 score,0.08529411764705883, DUD-AD,LightGBM_Ranker,urok,recall,0.8529411764705882, DUD-AD,LightGBM_Ranker,urok,precision,0.04489164086687306, DUD-AD,LightGBM_Ranker,urok,MCC,0.11612737772599102, DUD-AD,RandomForest,vgfr2,AUROC,0.9710690544023878, DUD-AD,RandomForest,vgfr2,BEDROC,0.8609682118039913, DUD-AD,RandomForest,vgfr2,Enrichment factor 1%,16.728395061728396, DUD-AD,RandomForest,vgfr2,Enrichment factor 5%,13.284313725490195, DUD-AD,RandomForest,vgfr2,RIE,10.045380343734731, DUD-AD,RandomForest,vgfr2,AUPRC,0.8032832617047865, DUD-AD,RandomForest,vgfr2,accuracy,0.9601476014760147, DUD-AD,RandomForest,vgfr2,F1 score,0.509090909090909, DUD-AD,RandomForest,vgfr2,recall,0.345679012345679, DUD-AD,RandomForest,vgfr2,precision,0.9655172413793104, DUD-AD,RandomForest,vgfr2,MCC,0.5649918798540905, DUD-AD,LogisticRegression,vgfr2,AUROC,0.9594646975599357, DUD-AD,LogisticRegression,vgfr2,BEDROC,0.8359024674367468, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 1%,16.728395061728396, DUD-AD,LogisticRegression,vgfr2,Enrichment factor 5%,12.546296296296296, DUD-AD,LogisticRegression,vgfr2,RIE,9.752924791574797, DUD-AD,LogisticRegression,vgfr2,AUPRC,0.7638731471493359, DUD-AD,LogisticRegression,vgfr2,accuracy,0.9608856088560885, DUD-AD,LogisticRegression,vgfr2,F1 score,0.576, DUD-AD,LogisticRegression,vgfr2,recall,0.4444444444444444, DUD-AD,LogisticRegression,vgfr2,precision,0.8181818181818182, DUD-AD,LogisticRegression,vgfr2,MCC,0.5860534577368164, 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,0.7409830028877648, DUD-AD,LightGBM_Ranker,vgfr2,BEDROC,0.3569024892087661, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 1%,11.948853615520283, DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 5%,4.920116194625998, DUD-AD,LightGBM_Ranker,vgfr2,RIE,4.1641738227297305, DUD-AD,LightGBM_Ranker,vgfr2,AUPRC,0.2629233573430538, DUD-AD,LightGBM_Ranker,vgfr2,accuracy,0.5380073800738008, DUD-AD,LightGBM_Ranker,vgfr2,F1 score,0.1741424802110818, DUD-AD,LightGBM_Ranker,vgfr2,recall,0.8148148148148148, DUD-AD,LightGBM_Ranker,vgfr2,precision,0.09748892171344166, DUD-AD,LightGBM_Ranker,vgfr2,MCC,0.15894681216827033, Dekois,RandomForest,17betaHSD1,AUROC,0.9763934426229508, Dekois,RandomForest,17betaHSD1,BEDROC,0.804122937972238, Dekois,RandomForest,17betaHSD1,Enrichment factor 1%,46.5, Dekois,RandomForest,17betaHSD1,Enrichment factor 5%,15.5, Dekois,RandomForest,17betaHSD1,RIE,13.746315821468631, Dekois,RandomForest,17betaHSD1,AUPRC,0.7138888888888888, 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,0.8118032786885245, Dekois,LogisticRegression,17betaHSD1,BEDROC,0.6962917051699786, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LogisticRegression,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LogisticRegression,17betaHSD1,RIE,11.902963137101462, Dekois,LogisticRegression,17betaHSD1,AUPRC,0.44406041986687145, Dekois,LogisticRegression,17betaHSD1,accuracy,0.9903225806451613, Dekois,LogisticRegression,17betaHSD1,F1 score,0.6666666666666666, Dekois,LogisticRegression,17betaHSD1,recall,0.6, Dekois,LogisticRegression,17betaHSD1,precision,0.75, Dekois,LogisticRegression,17betaHSD1,MCC,0.6660636938881059, 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,0.9186885245901639, Dekois,LightGBM_Ranker,17betaHSD1,BEDROC,0.8133365732712281, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,17betaHSD1,RIE,13.903821016575867, Dekois,LightGBM_Ranker,17betaHSD1,AUPRC,0.7678125, 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,0.9078579418344519, Dekois,RandomForest,A2A,BEDROC,0.7737636798517005, Dekois,RandomForest,A2A,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,A2A,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,A2A,RIE,10.772505990016793, Dekois,RandomForest,A2A,AUPRC,0.7228926608896158, 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,0.9032438478747203, Dekois,LogisticRegression,A2A,BEDROC,0.7754220581915636, Dekois,LogisticRegression,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,A2A,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,A2A,RIE,10.795594293282852, Dekois,LogisticRegression,A2A,AUPRC,0.7254461318841139, Dekois,LogisticRegression,A2A,accuracy,0.9806451612903225, Dekois,LogisticRegression,A2A,F1 score,0.6666666666666666, Dekois,LogisticRegression,A2A,recall,0.5, Dekois,LogisticRegression,A2A,precision,1.0, Dekois,LogisticRegression,A2A,MCC,0.7000939786538436, 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,0.9261744966442953, Dekois,LightGBM_Ranker,A2A,BEDROC,0.7465676845571794, Dekois,LightGBM_Ranker,A2A,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,A2A,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,A2A,RIE,10.393877439529314, Dekois,LightGBM_Ranker,A2A,AUPRC,0.681639322395625, 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,0.9416758951642672, Dekois,RandomForest,ADRB2,BEDROC,0.9097059955165017, Dekois,RandomForest,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,ADRB2,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,ADRB2,RIE,13.80159948280021, Dekois,RandomForest,ADRB2,AUPRC,0.872348484848485, 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,0.9689922480620154, Dekois,LogisticRegression,ADRB2,BEDROC,0.7886001211781918, Dekois,LogisticRegression,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,ADRB2,RIE,11.964242387099791, Dekois,LogisticRegression,ADRB2,AUPRC,0.7241559551765337, Dekois,LogisticRegression,ADRB2,accuracy,0.9806451612903225, Dekois,LogisticRegression,ADRB2,F1 score,0.5, Dekois,LogisticRegression,ADRB2,recall,0.3333333333333333, Dekois,LogisticRegression,ADRB2,precision,1.0, Dekois,LogisticRegression,ADRB2,MCC,0.5716805710822062, 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,0.9324473975636767, Dekois,LightGBM_Ranker,ADRB2,BEDROC,0.8144819236118953, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,ADRB2,RIE,12.35690800807734, Dekois,LightGBM_Ranker,ADRB2,AUPRC,0.758730649092095, 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,0.9171666666666667, Dekois,RandomForest,AKT1,BEDROC,0.8984736679207488, Dekois,RandomForest,AKT1,Enrichment factor 1%,31.0, Dekois,RandomForest,AKT1,Enrichment factor 5%,17.4375, Dekois,RandomForest,AKT1,RIE,13.241780688599135, Dekois,RandomForest,AKT1,AUPRC,0.8392387893053291, 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,0.9339999999999999, Dekois,LogisticRegression,AKT1,BEDROC,0.8831913469596931, Dekois,LogisticRegression,AKT1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AKT1,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AKT1,RIE,13.016548554459446, Dekois,LogisticRegression,AKT1,AUPRC,0.8225251256281407, Dekois,LogisticRegression,AKT1,accuracy,0.9806451612903225, Dekois,LogisticRegression,AKT1,F1 score,0.625, Dekois,LogisticRegression,AKT1,recall,0.5, Dekois,LogisticRegression,AKT1,precision,0.8333333333333334, Dekois,LogisticRegression,AKT1,MCC,0.6369615602528665, 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,0.8813333333333333, Dekois,LightGBM_Ranker,AKT1,BEDROC,0.7150372074551845, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 1%,23.25, Dekois,LightGBM_Ranker,AKT1,Enrichment factor 5%,11.625, Dekois,LightGBM_Ranker,AKT1,RIE,10.538278676373624, Dekois,LightGBM_Ranker,AKT1,AUPRC,0.6292036063362201, 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,0.9935483870967742, Dekois,RandomForest,ALR2,F1 score,0.6666666666666666, Dekois,RandomForest,ALR2,recall,0.5, Dekois,RandomForest,ALR2,precision,1.0, Dekois,RandomForest,ALR2,MCC,0.7048072408490471, Dekois,LogisticRegression,ALR2,AUROC,0.982843137254902, Dekois,LogisticRegression,ALR2,BEDROC,0.8320450609997604, Dekois,LogisticRegression,ALR2,Enrichment factor 1%,58.125, Dekois,LogisticRegression,ALR2,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,ALR2,RIE,14.667067687609714, Dekois,LogisticRegression,ALR2,AUPRC,0.79, Dekois,LogisticRegression,ALR2,accuracy,0.9967741935483871, Dekois,LogisticRegression,ALR2,F1 score,0.8571428571428571, Dekois,LogisticRegression,ALR2,recall,0.75, Dekois,LogisticRegression,ALR2,precision,1.0, Dekois,LogisticRegression,ALR2,MCC,0.8646137884959556, 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,0.9715, Dekois,RandomForest,AR,BEDROC,0.8703605977752056, Dekois,RandomForest,AR,Enrichment factor 1%,31.0, Dekois,RandomForest,AR,Enrichment factor 5%,15.5, Dekois,RandomForest,AR,RIE,12.827447891752671, Dekois,RandomForest,AR,AUPRC,0.8146821820318186, 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,0.9446666666666668, Dekois,LogisticRegression,AR,BEDROC,0.8927396859265327, Dekois,LogisticRegression,AR,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AR,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AR,RIE,13.157272778775297, Dekois,LogisticRegression,AR,AUPRC,0.8510912698412697, Dekois,LogisticRegression,AR,accuracy,0.9838709677419355, Dekois,LogisticRegression,AR,F1 score,0.6666666666666666, Dekois,LogisticRegression,AR,recall,0.5, Dekois,LogisticRegression,AR,precision,1.0, Dekois,LogisticRegression,AR,MCC,0.7012868733182767, 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,0.9393333333333334, Dekois,LightGBM_Ranker,AR,BEDROC,0.8638854343199234, Dekois,LightGBM_Ranker,AR,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AR,Enrichment factor 5%,17.4375, Dekois,LightGBM_Ranker,AR,RIE,12.732016387097518, Dekois,LightGBM_Ranker,AR,AUPRC,0.778992673992674, Dekois,LightGBM_Ranker,AR,accuracy,0.5258064516129032, Dekois,LightGBM_Ranker,AR,F1 score,0.10909090909090909, Dekois,LightGBM_Ranker,AR,recall,0.9, Dekois,LightGBM_Ranker,AR,precision,0.05806451612903226, Dekois,LightGBM_Ranker,AR,MCC,0.1460593486680443, Dekois,RandomForest,AURKA,AUROC,0.9753333333333333, Dekois,RandomForest,AURKA,BEDROC,0.9009605741912052, Dekois,RandomForest,AURKA,Enrichment factor 1%,31.0, Dekois,RandomForest,AURKA,Enrichment factor 5%,17.4375, Dekois,RandomForest,AURKA,RIE,13.278432922780558, Dekois,RandomForest,AURKA,AUPRC,0.865079365079365, Dekois,RandomForest,AURKA,accuracy,0.9741935483870968, Dekois,RandomForest,AURKA,F1 score,0.3333333333333333, Dekois,RandomForest,AURKA,recall,0.2, Dekois,RandomForest,AURKA,precision,1.0, Dekois,RandomForest,AURKA,MCC,0.44136741475237473, Dekois,LogisticRegression,AURKA,AUROC,0.9933333333333333, Dekois,LogisticRegression,AURKA,BEDROC,0.9348193071742912, Dekois,LogisticRegression,AURKA,Enrichment factor 1%,31.0, Dekois,LogisticRegression,AURKA,Enrichment factor 5%,17.4375, Dekois,LogisticRegression,AURKA,RIE,13.777445782704135, Dekois,LogisticRegression,AURKA,AUPRC,0.9076923076923077, Dekois,LogisticRegression,AURKA,accuracy,0.9903225806451613, Dekois,LogisticRegression,AURKA,F1 score,0.8235294117647058, Dekois,LogisticRegression,AURKA,recall,0.7, Dekois,LogisticRegression,AURKA,precision,1.0, Dekois,LogisticRegression,AURKA,MCC,0.8325078419634815, 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,0.9423333333333332, Dekois,LightGBM_Ranker,AURKA,BEDROC,0.7971484679283086, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,AURKA,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,AURKA,RIE,11.74844135260525, Dekois,LightGBM_Ranker,AURKA,AUPRC,0.7185470862942056, 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,0.9952873213742779, Dekois,RandomForest,AURKB,BEDROC,0.9569157578057269, Dekois,RandomForest,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,AURKB,Enrichment factor 5%,17.613636363636363, Dekois,RandomForest,AURKB,RIE,13.70487152081546, Dekois,RandomForest,AURKB,AUPRC,0.9248484848484848, 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,0.9881422924901186, Dekois,LogisticRegression,AURKB,BEDROC,0.9069169287011444, Dekois,LogisticRegression,AURKB,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,AURKB,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,AURKB,RIE,12.988792262553808, Dekois,LogisticRegression,AURKB,AUPRC,0.8751408081551624, Dekois,LogisticRegression,AURKB,accuracy,0.9838709677419355, Dekois,LogisticRegression,AURKB,F1 score,0.7058823529411765, Dekois,LogisticRegression,AURKB,recall,0.5454545454545454, Dekois,LogisticRegression,AURKB,precision,1.0, Dekois,LogisticRegression,AURKB,MCC,0.7324501714031588, 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,0.987838248707814, Dekois,LightGBM_Ranker,AURKB,BEDROC,0.8679907318811835, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 1%,21.136363636363637, Dekois,LightGBM_Ranker,AURKB,Enrichment factor 5%,15.852272727272727, Dekois,LightGBM_Ranker,AURKB,RIE,12.431294364203424, Dekois,LightGBM_Ranker,AURKB,AUPRC,0.7876212867592178, 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,0.6367213114754099, Dekois,RandomForest,BCL2,BEDROC,0.43917383649260056, Dekois,RandomForest,BCL2,Enrichment factor 1%,31.0, Dekois,RandomForest,BCL2,Enrichment factor 5%,7.75, Dekois,RandomForest,BCL2,RIE,7.507586203088707, Dekois,RandomForest,BCL2,AUPRC,0.4128066447749662, 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,0.8275409836065574, Dekois,LogisticRegression,BCL2,BEDROC,0.4534649366281764, Dekois,LogisticRegression,BCL2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,BCL2,Enrichment factor 5%,7.75, Dekois,LogisticRegression,BCL2,RIE,7.751889612341038, Dekois,LogisticRegression,BCL2,AUPRC,0.42921357503066654, 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,0.6557377049180327, Dekois,LightGBM_Ranker,BCL2,BEDROC,0.47393529849349836, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,BCL2,Enrichment factor 5%,7.75, Dekois,LightGBM_Ranker,BCL2,RIE,8.101826226379433, Dekois,LightGBM_Ranker,BCL2,AUPRC,0.42712519025875195, Dekois,LightGBM_Ranker,BCL2,accuracy,0.5032258064516129, Dekois,LightGBM_Ranker,BCL2,F1 score,0.0375, Dekois,LightGBM_Ranker,BCL2,recall,0.6, Dekois,LightGBM_Ranker,BCL2,precision,0.01935483870967742, Dekois,LightGBM_Ranker,BCL2,MCC,0.025607375986579195, Dekois,RandomForest,CATL,AUROC,0.9957377049180328, Dekois,RandomForest,CATL,BEDROC,0.9438103090633705, Dekois,RandomForest,CATL,Enrichment factor 1%,62.0, Dekois,RandomForest,CATL,Enrichment factor 5%,19.375, Dekois,RandomForest,CATL,RIE,16.134242619497755, Dekois,RandomForest,CATL,AUPRC,0.8833333333333333, 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,0.9967741935483871, Dekois,LogisticRegression,CATL,F1 score,0.8888888888888888, Dekois,LogisticRegression,CATL,recall,0.8, Dekois,LogisticRegression,CATL,precision,1.0, Dekois,LogisticRegression,CATL,MCC,0.892964512685153, 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,0.9724590163934426, Dekois,LightGBM_Ranker,CATL,BEDROC,0.7975508637119536, Dekois,LightGBM_Ranker,CATL,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,CATL,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,CATL,RIE,13.633967567491313, Dekois,LightGBM_Ranker,CATL,AUPRC,0.7232558139534884, Dekois,LightGBM_Ranker,CATL,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,CATL,F1 score,0.0625, Dekois,LightGBM_Ranker,CATL,recall,1.0, Dekois,LightGBM_Ranker,CATL,precision,0.03225806451612903, Dekois,LightGBM_Ranker,CATL,MCC,0.12803687993289598, Dekois,RandomForest,CDK2,AUROC,0.8478448275862069, Dekois,RandomForest,CDK2,BEDROC,0.5437692925372959, Dekois,RandomForest,CDK2,Enrichment factor 1%,11.625, Dekois,RandomForest,CDK2,Enrichment factor 5%,6.78125, Dekois,RandomForest,CDK2,RIE,6.109073499464506, Dekois,RandomForest,CDK2,AUPRC,0.39172198021188637, 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,0.87, Dekois,LogisticRegression,CDK2,BEDROC,0.5033927535422655, Dekois,LogisticRegression,CDK2,Enrichment factor 1%,11.625, Dekois,LogisticRegression,CDK2,Enrichment factor 5%,5.8125, Dekois,LogisticRegression,CDK2,RIE,5.655456047427058, Dekois,LogisticRegression,CDK2,AUPRC,0.4094095478296521, Dekois,LogisticRegression,CDK2,accuracy,0.9354838709677419, Dekois,LogisticRegression,CDK2,F1 score,0.09090909090909091, Dekois,LogisticRegression,CDK2,recall,0.05, Dekois,LogisticRegression,CDK2,precision,0.5, Dekois,LogisticRegression,CDK2,MCC,0.14284314754553865, 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,0.8418965517241379, Dekois,LightGBM_Ranker,CDK2,BEDROC,0.42785203249086723, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 1%,7.75, Dekois,LightGBM_Ranker,CDK2,Enrichment factor 5%,4.84375, Dekois,LightGBM_Ranker,CDK2,RIE,4.806780300042555, Dekois,LightGBM_Ranker,CDK2,AUPRC,0.33492235888072025, 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,0.9670022371364653, Dekois,RandomForest,COX1,BEDROC,0.9278303791264181, Dekois,RandomForest,COX1,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,COX1,Enrichment factor 5%,17.760416666666668, Dekois,RandomForest,COX1,RIE,12.917456023764176, Dekois,RandomForest,COX1,AUPRC,0.8984883275928054, 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,0.9337248322147651, Dekois,LogisticRegression,COX1,BEDROC,0.7644225108791662, Dekois,LogisticRegression,COX1,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,COX1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,COX1,RIE,10.642456207700432, Dekois,LogisticRegression,COX1,AUPRC,0.6934867391235316, Dekois,LogisticRegression,COX1,accuracy,0.9741935483870968, Dekois,LogisticRegression,COX1,F1 score,0.5, Dekois,LogisticRegression,COX1,recall,0.3333333333333333, Dekois,LogisticRegression,COX1,precision,1.0, Dekois,LogisticRegression,COX1,MCC,0.5697532241097388, 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,0.8657718120805369, Dekois,LightGBM_Ranker,COX1,BEDROC,0.6537247445309544, Dekois,LightGBM_Ranker,COX1,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,COX1,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,COX1,RIE,9.101297873147074, Dekois,LightGBM_Ranker,COX1,AUPRC,0.5542226770305007, Dekois,LightGBM_Ranker,COX1,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,COX1,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,COX1,recall,0.9166666666666666, Dekois,LightGBM_Ranker,COX1,precision,0.07096774193548387, Dekois,LightGBM_Ranker,COX1,MCC,0.16722501552266278, 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,1.0, Dekois,LogisticRegression,COX2,F1 score,1.0, Dekois,LogisticRegression,COX2,recall,1.0, Dekois,LogisticRegression,COX2,precision,1.0, Dekois,LogisticRegression,COX2,MCC,1.0, 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,1.0, Dekois,LightGBM_Ranker,COX2,BEDROC,1.0000000000000004, Dekois,LightGBM_Ranker,COX2,Enrichment factor 1%,77.5, Dekois,LightGBM_Ranker,COX2,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,COX2,RIE,18.1835705468144, Dekois,LightGBM_Ranker,COX2,AUPRC,1.0, 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,0.8806818181818182, Dekois,RandomForest,CYP2A6,BEDROC,0.4055754722544105, Dekois,RandomForest,CYP2A6,Enrichment factor 1%,0.0, Dekois,RandomForest,CYP2A6,Enrichment factor 5%,9.6875, Dekois,RandomForest,CYP2A6,RIE,7.609987081731422, Dekois,RandomForest,CYP2A6,AUPRC,0.11333333333333334, 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,0.5340909090909092, Dekois,LogisticRegression,CYP2A6,BEDROC,0.5161234433184917, Dekois,LogisticRegression,CYP2A6,Enrichment factor 1%,38.75, Dekois,LogisticRegression,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,CYP2A6,RIE,9.68424621325347, Dekois,LogisticRegression,CYP2A6,AUPRC,0.5034602076124568, Dekois,LogisticRegression,CYP2A6,accuracy,0.9935483870967742, Dekois,LogisticRegression,CYP2A6,F1 score,0.5, Dekois,LogisticRegression,CYP2A6,recall,0.5, Dekois,LogisticRegression,CYP2A6,precision,0.5, Dekois,LogisticRegression,CYP2A6,MCC,0.4967532467532468, 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,0.7694805194805194, Dekois,LightGBM_Ranker,CYP2A6,BEDROC,0.19622969613935648, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 1%,0.0, Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,CYP2A6,RIE,3.681942237737795, Dekois,LightGBM_Ranker,CYP2A6,AUPRC,0.039001937984496124, Dekois,LightGBM_Ranker,CYP2A6,accuracy,0.5064516129032258, Dekois,LightGBM_Ranker,CYP2A6,F1 score,0.025477707006369428, Dekois,LightGBM_Ranker,CYP2A6,recall,1.0, Dekois,LightGBM_Ranker,CYP2A6,precision,0.012903225806451613, Dekois,LightGBM_Ranker,CYP2A6,MCC,0.08058229640253803, Dekois,RandomForest,DHFR,AUROC,0.7906976744186045, Dekois,RandomForest,DHFR,BEDROC,0.5366529094549621, Dekois,RandomForest,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,RandomForest,DHFR,RIE,8.141826672495801, Dekois,RandomForest,DHFR,AUPRC,0.4741783995391876, 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,0.8874123292727945, Dekois,LogisticRegression,DHFR,BEDROC,0.5446790998167608, Dekois,LogisticRegression,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,DHFR,Enrichment factor 5%,8.61111111111111, Dekois,LogisticRegression,DHFR,RIE,8.263595974713935, Dekois,LogisticRegression,DHFR,AUPRC,0.46699070473276033, Dekois,LogisticRegression,DHFR,accuracy,0.9774193548387097, Dekois,LogisticRegression,DHFR,F1 score,0.5333333333333333, Dekois,LogisticRegression,DHFR,recall,0.4444444444444444, Dekois,LogisticRegression,DHFR,precision,0.6666666666666666, Dekois,LogisticRegression,DHFR,MCC,0.5335409644699758, 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,0.7840531561461794, Dekois,LightGBM_Ranker,DHFR,BEDROC,0.561321378506919, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,DHFR,Enrichment factor 5%,10.76388888888889, Dekois,LightGBM_Ranker,DHFR,RIE,8.516084212853126, Dekois,LightGBM_Ranker,DHFR,AUPRC,0.4618299999192394, 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,0.8556662975267626, Dekois,RandomForest,EGFR,BEDROC,0.7900398604915283, Dekois,RandomForest,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,EGFR,Enrichment factor 5%,15.069444444444445, Dekois,RandomForest,EGFR,RIE,11.986085384045818, Dekois,RandomForest,EGFR,AUPRC,0.7242663206039817, 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,0.8911037283130306, Dekois,LogisticRegression,EGFR,BEDROC,0.7395696956992489, Dekois,LogisticRegression,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,EGFR,RIE,11.220377560961882, Dekois,LogisticRegression,EGFR,AUPRC,0.6995637357821689, 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,0.9176818014027316, Dekois,LightGBM_Ranker,EGFR,BEDROC,0.7061913165410928, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,EGFR,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,EGFR,RIE,10.713977668105347, Dekois,LightGBM_Ranker,EGFR,AUPRC,0.6258334582895986, 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,0.9443658651579443, Dekois,RandomForest,EPHB4,BEDROC,0.8203238223550037, Dekois,RandomForest,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,EPHB4,RIE,13.201802967018134, Dekois,RandomForest,EPHB4,AUPRC,0.762976056564358, 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,0.9372937293729373, Dekois,LogisticRegression,EPHB4,BEDROC,0.7608765159800883, Dekois,LogisticRegression,EPHB4,Enrichment factor 1%,33.214285714285715, Dekois,LogisticRegression,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,EPHB4,RIE,12.245093432079903, Dekois,LogisticRegression,EPHB4,AUPRC,0.6737305797650623, Dekois,LogisticRegression,EPHB4,accuracy,0.9838709677419355, Dekois,LogisticRegression,EPHB4,F1 score,0.5454545454545454, Dekois,LogisticRegression,EPHB4,recall,0.42857142857142855, Dekois,LogisticRegression,EPHB4,precision,0.75, Dekois,LogisticRegression,EPHB4,MCC,0.5598162417941438, 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,0.9811409712399812, Dekois,LightGBM_Ranker,EPHB4,BEDROC,0.8279057342083023, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,EPHB4,RIE,13.323821739700032, Dekois,LightGBM_Ranker,EPHB4,AUPRC,0.7855048177628823, 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,0.9670000000000001, Dekois,RandomForest,FGFR1,BEDROC,0.8725634973491995, Dekois,RandomForest,FGFR1,Enrichment factor 1%,31.0, Dekois,RandomForest,FGFR1,Enrichment factor 5%,15.5, Dekois,RandomForest,FGFR1,RIE,12.85991441130886, Dekois,RandomForest,FGFR1,AUPRC,0.8231372549019608, Dekois,RandomForest,FGFR1,accuracy,0.9709677419354839, Dekois,RandomForest,FGFR1,F1 score,0.18181818181818182, Dekois,RandomForest,FGFR1,recall,0.1, Dekois,RandomForest,FGFR1,precision,1.0, Dekois,RandomForest,FGFR1,MCC,0.3115884764248779, Dekois,LogisticRegression,FGFR1,AUROC,0.9616666666666667, Dekois,LogisticRegression,FGFR1,BEDROC,0.8356418578803733, Dekois,LogisticRegression,FGFR1,Enrichment factor 1%,31.0, Dekois,LogisticRegression,FGFR1,Enrichment factor 5%,15.5, Dekois,LogisticRegression,FGFR1,RIE,12.315760177492432, Dekois,LogisticRegression,FGFR1,AUPRC,0.7856387711459883, Dekois,LogisticRegression,FGFR1,accuracy,0.9806451612903225, Dekois,LogisticRegression,FGFR1,F1 score,0.625, Dekois,LogisticRegression,FGFR1,recall,0.5, Dekois,LogisticRegression,FGFR1,precision,0.8333333333333334, Dekois,LogisticRegression,FGFR1,MCC,0.6369615602528665, 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,0.9426666666666668, Dekois,LightGBM_Ranker,FGFR1,BEDROC,0.7859357914132561, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 5%,13.5625, Dekois,LightGBM_Ranker,FGFR1,RIE,11.583187981252891, Dekois,LightGBM_Ranker,FGFR1,AUPRC,0.7145598360021659, 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,0.9462574462574462, Dekois,RandomForest,FXA,BEDROC,0.8379604065878123, Dekois,RandomForest,FXA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,FXA,Enrichment factor 5%,14.903846153846153, Dekois,RandomForest,FXA,RIE,11.344497659659778, Dekois,RandomForest,FXA,AUPRC,0.7934964940247344, 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,0.9437969437969438, Dekois,LogisticRegression,FXA,BEDROC,0.771510736720688, Dekois,LogisticRegression,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,FXA,Enrichment factor 5%,13.413461538461538, Dekois,LogisticRegression,FXA,RIE,10.444886993002097, Dekois,LogisticRegression,FXA,AUPRC,0.7076638284798771, Dekois,LogisticRegression,FXA,accuracy,0.9774193548387097, Dekois,LogisticRegression,FXA,F1 score,0.631578947368421, Dekois,LogisticRegression,FXA,recall,0.46153846153846156, Dekois,LogisticRegression,FXA,precision,1.0, Dekois,LogisticRegression,FXA,MCC,0.6714990179993482, 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,0.9324009324009324, Dekois,LightGBM_Ranker,FXA,BEDROC,0.7693327897978836, Dekois,LightGBM_Ranker,FXA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,FXA,Enrichment factor 5%,11.923076923076923, Dekois,LightGBM_Ranker,FXA,RIE,10.415401454743034, Dekois,LightGBM_Ranker,FXA,AUPRC,0.6999445493447041, 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,0.983026874115983, Dekois,RandomForest,GBA,BEDROC,0.8962750209697405, Dekois,RandomForest,GBA,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,GBA,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,GBA,RIE,14.424116311990268, Dekois,RandomForest,GBA,AUPRC,0.8793650793650793, Dekois,RandomForest,GBA,accuracy,0.9870967741935484, Dekois,RandomForest,GBA,F1 score,0.6, Dekois,RandomForest,GBA,recall,0.42857142857142855, Dekois,RandomForest,GBA,precision,1.0, Dekois,RandomForest,GBA,MCC,0.6503748426997711, Dekois,LogisticRegression,GBA,AUROC,0.9825553983969826, Dekois,LogisticRegression,GBA,BEDROC,0.8590860733848981, Dekois,LogisticRegression,GBA,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,GBA,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,GBA,RIE,13.825619543703557, Dekois,LogisticRegression,GBA,AUPRC,0.8120300751879699, Dekois,LogisticRegression,GBA,accuracy,0.9903225806451613, Dekois,LogisticRegression,GBA,F1 score,0.7272727272727273, Dekois,LogisticRegression,GBA,recall,0.5714285714285714, Dekois,LogisticRegression,GBA,precision,1.0, Dekois,LogisticRegression,GBA,MCC,0.7522142849828185, 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,0.8241395568128241, Dekois,LightGBM_Ranker,GBA,BEDROC,0.7108628144328984, Dekois,LightGBM_Ranker,GBA,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,GBA,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,GBA,RIE,11.440202713466253, Dekois,LightGBM_Ranker,GBA,AUPRC,0.6434960641039218, Dekois,LightGBM_Ranker,GBA,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,GBA,F1 score,0.07407407407407407, Dekois,LightGBM_Ranker,GBA,recall,0.8571428571428571, Dekois,LightGBM_Ranker,GBA,precision,0.03870967741935484, Dekois,LightGBM_Ranker,GBA,MCC,0.10856745817698685, 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,0.9935483870967742, Dekois,LogisticRegression,GR,F1 score,0.8, Dekois,LogisticRegression,GR,recall,0.6666666666666666, Dekois,LogisticRegression,GR,precision,1.0, Dekois,LogisticRegression,GR,MCC,0.8138239171907651, 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,0.9621710526315789, Dekois,LightGBM_Ranker,GR,BEDROC,0.6117553245967285, Dekois,LightGBM_Ranker,GR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,GR,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,GR,RIE,10.145159916353501, Dekois,LightGBM_Ranker,GR,AUPRC,0.4845410628019323, 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,0.8639649923896501, Dekois,RandomForest,GSK3B,BEDROC,0.6029097139061277, Dekois,RandomForest,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,RandomForest,GSK3B,RIE,7.132575955461585, Dekois,RandomForest,GSK3B,AUPRC,0.5077747881068777, 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,0.8420852359208524, Dekois,LogisticRegression,GSK3B,BEDROC,0.5789269398625161, Dekois,LogisticRegression,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,LogisticRegression,GSK3B,RIE,6.848853614163398, Dekois,LogisticRegression,GSK3B,AUPRC,0.4802792450928845, Dekois,LogisticRegression,GSK3B,accuracy,0.9548387096774194, Dekois,LogisticRegression,GSK3B,F1 score,0.36363636363636365, Dekois,LogisticRegression,GSK3B,recall,0.2222222222222222, Dekois,LogisticRegression,GSK3B,precision,1.0, Dekois,LogisticRegression,GSK3B,MCC,0.46049450859630164, 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,0.8624429223744292, Dekois,LightGBM_Ranker,GSK3B,BEDROC,0.6378990983283989, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,GSK3B,RIE,7.546509308242907, Dekois,LightGBM_Ranker,GSK3B,AUPRC,0.5457810944396524, Dekois,LightGBM_Ranker,GSK3B,accuracy,0.5516129032258065, Dekois,LightGBM_Ranker,GSK3B,F1 score,0.19653179190751446, Dekois,LightGBM_Ranker,GSK3B,recall,0.9444444444444444, Dekois,LightGBM_Ranker,GSK3B,precision,0.10967741935483871, Dekois,LightGBM_Ranker,GSK3B,MCC,0.22069490362729813, Dekois,RandomForest,HDAC2,AUROC,0.93988684582744, Dekois,RandomForest,HDAC2,BEDROC,0.8531020852612577, Dekois,RandomForest,HDAC2,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HDAC2,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,HDAC2,RIE,13.729316803614065, Dekois,RandomForest,HDAC2,AUPRC,0.7930672268907563, 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,0.8576143328618576, Dekois,LogisticRegression,HDAC2,BEDROC,0.7716692134957318, Dekois,LogisticRegression,HDAC2,Enrichment factor 1%,33.214285714285715, Dekois,LogisticRegression,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,HDAC2,RIE,12.41878467648719, Dekois,LogisticRegression,HDAC2,AUPRC,0.6533346215198407, Dekois,LogisticRegression,HDAC2,accuracy,0.9870967741935484, Dekois,LogisticRegression,HDAC2,F1 score,0.6, Dekois,LogisticRegression,HDAC2,recall,0.42857142857142855, Dekois,LogisticRegression,HDAC2,precision,1.0, Dekois,LogisticRegression,HDAC2,MCC,0.6503748426997711, 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,0.8514851485148515, Dekois,LightGBM_Ranker,HDAC2,BEDROC,0.7052182752087905, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 1%,33.214285714285715, Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,HDAC2,RIE,11.34936286174985, Dekois,LightGBM_Ranker,HDAC2,AUPRC,0.5830048060179703, 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,0.9674673152934024, Dekois,RandomForest,HIV1PR,BEDROC,0.9033306124095294, Dekois,RandomForest,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,HIV1PR,Enrichment factor 5%,17.613636363636363, Dekois,RandomForest,HIV1PR,RIE,12.93742932554143, Dekois,RandomForest,HIV1PR,AUPRC,0.8657635467980296, 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,0.9920948616600791, Dekois,LogisticRegression,HIV1PR,BEDROC,0.9123742898087186, Dekois,LogisticRegression,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,HIV1PR,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,HIV1PR,RIE,13.066952154774555, Dekois,LogisticRegression,HIV1PR,AUPRC,0.8738750284802916, Dekois,LogisticRegression,HIV1PR,accuracy,0.9903225806451613, Dekois,LogisticRegression,HIV1PR,F1 score,0.8421052631578947, Dekois,LogisticRegression,HIV1PR,recall,0.7272727272727273, Dekois,LogisticRegression,HIV1PR,precision,1.0, Dekois,LogisticRegression,HIV1PR,MCC,0.8485565177150978, 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,0.9714198844633628, Dekois,LightGBM_Ranker,HIV1PR,BEDROC,0.8335073200070374, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,HIV1PR,RIE,11.937425678888424, Dekois,LightGBM_Ranker,HIV1PR,AUPRC,0.7656532415890704, 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,0.94001677852349, Dekois,RandomForest,HIV1RT,BEDROC,0.7728839162196407, Dekois,RandomForest,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,HIV1RT,Enrichment factor 5%,14.53125, Dekois,RandomForest,HIV1RT,RIE,10.76025772974277, Dekois,RandomForest,HIV1RT,AUPRC,0.6994121114716751, 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,0.889821029082774, Dekois,LogisticRegression,HIV1RT,BEDROC,0.7549325727026197, Dekois,LogisticRegression,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,HIV1RT,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,HIV1RT,RIE,10.510335228229403, Dekois,LogisticRegression,HIV1RT,AUPRC,0.6655441483530532, Dekois,LogisticRegression,HIV1RT,accuracy,0.9709677419354839, Dekois,LogisticRegression,HIV1RT,F1 score,0.4, Dekois,LogisticRegression,HIV1RT,recall,0.25, Dekois,LogisticRegression,HIV1RT,precision,1.0, Dekois,LogisticRegression,HIV1RT,MCC,0.49261649360530646, 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,0.8965324384787472, Dekois,LightGBM_Ranker,HIV1RT,BEDROC,0.6442419778714376, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 5%,11.302083333333334, Dekois,LightGBM_Ranker,HIV1RT,RIE,8.969276737093002, Dekois,LightGBM_Ranker,HIV1RT,AUPRC,0.5720306278956573, 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,0.9500235737859499, Dekois,RandomForest,HSP90,BEDROC,0.7480442408820429, Dekois,RandomForest,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,RandomForest,HSP90,RIE,12.03857844107552, Dekois,RandomForest,HSP90,AUPRC,0.6851173517840183, Dekois,RandomForest,HSP90,accuracy,0.9838709677419355, Dekois,RandomForest,HSP90,F1 score,0.4444444444444444, Dekois,RandomForest,HSP90,recall,0.2857142857142857, Dekois,RandomForest,HSP90,precision,1.0, Dekois,RandomForest,HSP90,MCC,0.5301660747259792, Dekois,LogisticRegression,HSP90,AUROC,0.9453088165959453, Dekois,LogisticRegression,HSP90,BEDROC,0.7590188964403431, Dekois,LogisticRegression,HSP90,Enrichment factor 1%,33.214285714285715, Dekois,LogisticRegression,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,LogisticRegression,HSP90,RIE,12.215198009825555, Dekois,LogisticRegression,HSP90,AUPRC,0.6830740445584007, Dekois,LogisticRegression,HSP90,accuracy,0.9838709677419355, Dekois,LogisticRegression,HSP90,F1 score,0.6153846153846154, Dekois,LogisticRegression,HSP90,recall,0.5714285714285714, Dekois,LogisticRegression,HSP90,precision,0.6666666666666666, Dekois,LogisticRegression,HSP90,MCC,0.6090796181590485, 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,0.983026874115983, Dekois,LightGBM_Ranker,HSP90,BEDROC,0.8252430898529264, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,HSP90,Enrichment factor 5%,13.839285714285714, Dekois,LightGBM_Ranker,HSP90,RIE,13.28097072763109, Dekois,LightGBM_Ranker,HSP90,AUPRC,0.7533635676492818, 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,0.8917604134995439, Dekois,RandomForest,IGF1R,BEDROC,0.7853883737271595, Dekois,RandomForest,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,RandomForest,IGF1R,RIE,11.248269953094253, Dekois,RandomForest,IGF1R,AUPRC,0.7265461568147813, 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,0.9413195500152022, Dekois,LogisticRegression,IGF1R,BEDROC,0.8884811008649897, Dekois,LogisticRegression,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,IGF1R,Enrichment factor 5%,17.613636363636363, Dekois,LogisticRegression,IGF1R,RIE,12.724755800925085, Dekois,LogisticRegression,IGF1R,AUPRC,0.8307807477496596, Dekois,LogisticRegression,IGF1R,accuracy,0.9838709677419355, Dekois,LogisticRegression,IGF1R,F1 score,0.7368421052631579, Dekois,LogisticRegression,IGF1R,recall,0.6363636363636364, Dekois,LogisticRegression,IGF1R,precision,0.875, Dekois,LogisticRegression,IGF1R,MCC,0.7385847282118869, 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,0.8613560352690788, Dekois,LightGBM_Ranker,IGF1R,BEDROC,0.7899810774993705, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 1%,28.181818181818183, Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 5%,14.090909090909092, Dekois,LightGBM_Ranker,IGF1R,RIE,11.314046291650929, Dekois,LightGBM_Ranker,IGF1R,AUPRC,0.738297933950108, Dekois,LightGBM_Ranker,IGF1R,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,IGF1R,F1 score,0.10843373493975904, Dekois,LightGBM_Ranker,IGF1R,recall,0.8181818181818182, Dekois,LightGBM_Ranker,IGF1R,precision,0.05806451612903226, Dekois,LightGBM_Ranker,IGF1R,MCC,0.12205795890857729, Dekois,RandomForest,ITK,AUROC,0.7586920529801324, Dekois,RandomForest,ITK,BEDROC,0.5651040660418097, Dekois,RandomForest,ITK,Enrichment factor 1%,38.75, Dekois,RandomForest,ITK,Enrichment factor 5%,9.6875, Dekois,RandomForest,ITK,RIE,8.828608353062924, Dekois,RandomForest,ITK,AUPRC,0.5217440436952632, 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,0.8224337748344371, Dekois,LogisticRegression,ITK,BEDROC,0.5711996089139646, Dekois,LogisticRegression,ITK,Enrichment factor 1%,38.75, Dekois,LogisticRegression,ITK,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,ITK,RIE,8.923838884256265, Dekois,LogisticRegression,ITK,AUPRC,0.5360062585381337, 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,0.7268211920529801, Dekois,LightGBM_Ranker,ITK,BEDROC,0.5178192356529583, Dekois,LightGBM_Ranker,ITK,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,ITK,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,ITK,RIE,8.089878495893446, Dekois,LightGBM_Ranker,ITK,AUPRC,0.4400285147310531, Dekois,LightGBM_Ranker,ITK,accuracy,0.5193548387096775, Dekois,LightGBM_Ranker,ITK,F1 score,0.08588957055214724, Dekois,LightGBM_Ranker,ITK,recall,0.875, Dekois,LightGBM_Ranker,ITK,precision,0.04516129032258064, Dekois,LightGBM_Ranker,ITK,MCC,0.12206826881567391, Dekois,RandomForest,JAK3,AUROC,0.8823333333333334, Dekois,RandomForest,JAK3,BEDROC,0.7494196668173588, Dekois,RandomForest,JAK3,Enrichment factor 1%,31.0, Dekois,RandomForest,JAK3,Enrichment factor 5%,13.5625, Dekois,RandomForest,JAK3,RIE,11.045010259805752, Dekois,RandomForest,JAK3,AUPRC,0.6419754010839971, 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,0.9710000000000001, Dekois,LogisticRegression,JAK3,BEDROC,0.8527813478384901, Dekois,LogisticRegression,JAK3,Enrichment factor 1%,31.0, Dekois,LogisticRegression,JAK3,Enrichment factor 5%,15.5, Dekois,LogisticRegression,JAK3,RIE,12.56836342481134, Dekois,LogisticRegression,JAK3,AUPRC,0.8058018047401608, Dekois,LogisticRegression,JAK3,accuracy,0.9806451612903225, Dekois,LogisticRegression,JAK3,F1 score,0.5714285714285714, Dekois,LogisticRegression,JAK3,recall,0.4, Dekois,LogisticRegression,JAK3,precision,1.0, Dekois,LogisticRegression,JAK3,MCC,0.6262242910851495, 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,0.693457522395921, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,JAK3,Enrichment factor 5%,11.625, Dekois,LightGBM_Ranker,JAK3,RIE,10.220235459486195, Dekois,LightGBM_Ranker,JAK3,AUPRC,0.6219905026336713, 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,0.9130067567567567, Dekois,RandomForest,JNK1,BEDROC,0.6653943624808992, Dekois,RandomForest,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,RandomForest,JNK1,Enrichment factor 5%,9.6875, Dekois,RandomForest,JNK1,RIE,8.76273619764783, Dekois,RandomForest,JNK1,AUPRC,0.5707928515170895, Dekois,RandomForest,JNK1,accuracy,0.9548387096774194, Dekois,RandomForest,JNK1,F1 score,0.0, Dekois,RandomForest,JNK1,recall,0.0, Dekois,RandomForest,JNK1,precision,0.0, Dekois,RandomForest,JNK1,MCC,0.0, Dekois,LogisticRegression,JNK1,AUROC,0.9172297297297297, Dekois,LogisticRegression,JNK1,BEDROC,0.676193184699552, Dekois,LogisticRegression,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,JNK1,Enrichment factor 5%,11.071428571428571, Dekois,LogisticRegression,JNK1,RIE,8.904948447945905, Dekois,LogisticRegression,JNK1,AUPRC,0.5841173906305559, Dekois,LogisticRegression,JNK1,accuracy,0.964516129032258, Dekois,LogisticRegression,JNK1,F1 score,0.47619047619047616, Dekois,LogisticRegression,JNK1,recall,0.35714285714285715, Dekois,LogisticRegression,JNK1,precision,0.7142857142857143, Dekois,LogisticRegression,JNK1,MCC,0.48976349196097835, 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,0.8897200772200773, Dekois,LightGBM_Ranker,JNK1,BEDROC,0.6132368518921997, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,JNK1,Enrichment factor 5%,8.303571428571429, Dekois,LightGBM_Ranker,JNK1,RIE,8.075861573677038, Dekois,LightGBM_Ranker,JNK1,AUPRC,0.528590539337261, 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,0.9245108896271687, Dekois,RandomForest,JNK2,BEDROC,0.6541806297426993, Dekois,RandomForest,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,RandomForest,JNK2,RIE,9.92489782401515, Dekois,RandomForest,JNK2,AUPRC,0.5388059163059162, 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,0.8678479143595422, Dekois,LogisticRegression,JNK2,BEDROC,0.571036835955069, Dekois,LogisticRegression,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,LogisticRegression,JNK2,RIE,8.66348222123105, Dekois,LogisticRegression,JNK2,AUPRC,0.4831288202855708, Dekois,LogisticRegression,JNK2,accuracy,0.9774193548387097, Dekois,LogisticRegression,JNK2,F1 score,0.36363636363636365, Dekois,LogisticRegression,JNK2,recall,0.2222222222222222, Dekois,LogisticRegression,JNK2,precision,1.0, Dekois,LogisticRegression,JNK2,MCC,0.4660168636130212, 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,0.8309339239571797, Dekois,LightGBM_Ranker,JNK2,BEDROC,0.6229040227107614, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,JNK2,Enrichment factor 5%,10.76388888888889, Dekois,LightGBM_Ranker,JNK2,RIE,9.450384955225383, Dekois,LightGBM_Ranker,JNK2,AUPRC,0.4769917298028109, Dekois,LightGBM_Ranker,JNK2,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,JNK2,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,JNK2,recall,0.8888888888888888, Dekois,LightGBM_Ranker,JNK2,precision,0.05161290322580645, Dekois,LightGBM_Ranker,JNK2,MCC,0.13449109746432147, Dekois,RandomForest,JNK3,AUROC,0.9563758389261745, Dekois,RandomForest,JNK3,BEDROC,0.6306334781837314, Dekois,RandomForest,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,RandomForest,JNK3,Enrichment factor 5%,11.302083333333334, Dekois,RandomForest,JNK3,RIE,8.779816250162284, Dekois,RandomForest,JNK3,AUPRC,0.4800475090141574, 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,0.9124720357941835, Dekois,LogisticRegression,JNK3,BEDROC,0.6185935369201191, Dekois,LogisticRegression,JNK3,Enrichment factor 1%,19.375, Dekois,LogisticRegression,JNK3,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,JNK3,RIE,8.612193574131217, Dekois,LogisticRegression,JNK3,AUPRC,0.5133616425786436, Dekois,LogisticRegression,JNK3,accuracy,0.964516129032258, Dekois,LogisticRegression,JNK3,F1 score,0.35294117647058826, Dekois,LogisticRegression,JNK3,recall,0.25, Dekois,LogisticRegression,JNK3,precision,0.6, Dekois,LogisticRegression,JNK3,MCC,0.37255086467598203, 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,0.9088366890380313, Dekois,LightGBM_Ranker,JNK3,BEDROC,0.6008844721008686, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 1%,12.916666666666666, Dekois,LightGBM_Ranker,JNK3,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,JNK3,RIE,8.365644129244659, Dekois,LightGBM_Ranker,JNK3,AUPRC,0.43040975970323797, 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,0.9790163934426229, Dekois,RandomForest,KIF11,BEDROC,0.8420250016742503, Dekois,RandomForest,KIF11,Enrichment factor 1%,46.5, Dekois,RandomForest,KIF11,Enrichment factor 5%,15.5, Dekois,RandomForest,KIF11,RIE,14.39424378308511, Dekois,RandomForest,KIF11,AUPRC,0.7856410256410256, Dekois,RandomForest,KIF11,accuracy,0.9935483870967742, Dekois,RandomForest,KIF11,F1 score,0.75, Dekois,RandomForest,KIF11,recall,0.6, Dekois,RandomForest,KIF11,precision,1.0, Dekois,RandomForest,KIF11,MCC,0.7720694303051548, Dekois,LogisticRegression,KIF11,AUROC,0.9914754098360656, Dekois,LogisticRegression,KIF11,BEDROC,0.8939896236074308, Dekois,LogisticRegression,KIF11,Enrichment factor 1%,46.5, Dekois,LogisticRegression,KIF11,Enrichment factor 5%,15.5, Dekois,LogisticRegression,KIF11,RIE,15.282568277235255, Dekois,LogisticRegression,KIF11,AUPRC,0.8188235294117647, Dekois,LogisticRegression,KIF11,accuracy,0.9935483870967742, Dekois,LogisticRegression,KIF11,F1 score,0.75, Dekois,LogisticRegression,KIF11,recall,0.6, Dekois,LogisticRegression,KIF11,precision,1.0, Dekois,LogisticRegression,KIF11,MCC,0.7720694303051548, 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,0.9259016393442623, Dekois,LightGBM_Ranker,KIF11,BEDROC,0.7245681151317609, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 1%,46.5, Dekois,LightGBM_Ranker,KIF11,Enrichment factor 5%,15.5, Dekois,LightGBM_Ranker,KIF11,RIE,12.38634253333726, Dekois,LightGBM_Ranker,KIF11,AUPRC,0.6594339622641509, Dekois,LightGBM_Ranker,KIF11,accuracy,0.5161290322580645, Dekois,LightGBM_Ranker,KIF11,F1 score,0.0625, Dekois,LightGBM_Ranker,KIF11,recall,1.0, Dekois,LightGBM_Ranker,KIF11,precision,0.03225806451612903, Dekois,LightGBM_Ranker,KIF11,MCC,0.12803687993289598, Dekois,RandomForest,LCK,AUROC,0.9091915836101881, Dekois,RandomForest,LCK,BEDROC,0.9153410560176549, Dekois,RandomForest,LCK,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,LCK,Enrichment factor 5%,17.22222222222222, Dekois,RandomForest,LCK,RIE,13.887091771700847, Dekois,RandomForest,LCK,AUPRC,0.8926624737945494, 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,0.9306016980435585, Dekois,LogisticRegression,LCK,BEDROC,0.8823655060199732, Dekois,LogisticRegression,LCK,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,LCK,Enrichment factor 5%,17.22222222222222, Dekois,LogisticRegression,LCK,RIE,13.386803399201161, Dekois,LogisticRegression,LCK,AUPRC,0.827325549184188, 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,0.9058693244739757, Dekois,LightGBM_Ranker,LCK,BEDROC,0.797021928523632, Dekois,LightGBM_Ranker,LCK,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,LCK,Enrichment factor 5%,15.069444444444445, Dekois,LightGBM_Ranker,LCK,RIE,12.092013790174262, Dekois,LightGBM_Ranker,LCK,AUPRC,0.7018208994742291, Dekois,LightGBM_Ranker,LCK,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,LCK,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,LCK,recall,0.8888888888888888, Dekois,LightGBM_Ranker,LCK,precision,0.05161290322580645, Dekois,LightGBM_Ranker,LCK,MCC,0.13449109746432147, Dekois,RandomForest,MK2,AUROC,0.9962748344370862, Dekois,RandomForest,MK2,BEDROC,0.9455684075844142, Dekois,RandomForest,MK2,Enrichment factor 1%,38.75, Dekois,RandomForest,MK2,Enrichment factor 5%,19.375, Dekois,RandomForest,MK2,RIE,14.772594328575996, Dekois,RandomForest,MK2,AUPRC,0.8854548229548229, 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,0.9925496688741722, Dekois,LogisticRegression,MK2,BEDROC,0.8969688688628342, Dekois,LogisticRegression,MK2,Enrichment factor 1%,38.75, Dekois,LogisticRegression,MK2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,MK2,RIE,14.013324812262791, Dekois,LogisticRegression,MK2,AUPRC,0.8080357142857143, Dekois,LogisticRegression,MK2,accuracy,0.9870967741935484, Dekois,LogisticRegression,MK2,F1 score,0.6666666666666666, Dekois,LogisticRegression,MK2,recall,0.5, Dekois,LogisticRegression,MK2,precision,1.0, Dekois,LogisticRegression,MK2,MCC,0.7024699653989356, 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,0.931705298013245, Dekois,LightGBM_Ranker,MK2,BEDROC,0.7167603578320288, Dekois,LightGBM_Ranker,MK2,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,MK2,Enrichment factor 5%,12.109375, Dekois,LightGBM_Ranker,MK2,RIE,11.197931238473032, Dekois,LightGBM_Ranker,MK2,AUPRC,0.6148958333333333, 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,0.9767406506536942, Dekois,RandomForest,MMP2,BEDROC,0.8938896096141448, Dekois,RandomForest,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,RandomForest,MMP2,Enrichment factor 5%,17.613636363636363, Dekois,RandomForest,MMP2,RIE,12.802216033549646, Dekois,RandomForest,MMP2,AUPRC,0.8343254669012246, 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,0.9826695044086348, Dekois,LogisticRegression,MMP2,BEDROC,0.8453353810796406, Dekois,LogisticRegression,MMP2,Enrichment factor 1%,28.181818181818183, Dekois,LogisticRegression,MMP2,Enrichment factor 5%,15.852272727272727, Dekois,LogisticRegression,MMP2,RIE,12.106826229885865, Dekois,LogisticRegression,MMP2,AUPRC,0.7688907710646842, Dekois,LogisticRegression,MMP2,accuracy,0.9741935483870968, Dekois,LogisticRegression,MMP2,F1 score,0.5, Dekois,LogisticRegression,MMP2,recall,0.36363636363636365, Dekois,LogisticRegression,MMP2,precision,0.8, Dekois,LogisticRegression,MMP2,MCC,0.5291167277746788, 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,0.963210702341137, Dekois,LightGBM_Ranker,MMP2,BEDROC,0.8282309916591655, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 1%,21.136363636363637, Dekois,LightGBM_Ranker,MMP2,Enrichment factor 5%,15.852272727272727, Dekois,LightGBM_Ranker,MMP2,RIE,11.861858523469923, Dekois,LightGBM_Ranker,MMP2,AUPRC,0.7528824350252923, 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,0.9934640522875816, Dekois,RandomForest,PARP-1,BEDROC,0.8981202366926436, Dekois,RandomForest,PARP-1,Enrichment factor 1%,38.75, Dekois,RandomForest,PARP-1,Enrichment factor 5%,19.375, Dekois,RandomForest,PARP-1,RIE,15.831823199872685, Dekois,RandomForest,PARP-1,AUPRC,0.75, 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,0.9125816993464052, Dekois,LogisticRegression,PARP-1,BEDROC,0.7255881321805748, Dekois,LogisticRegression,PARP-1,Enrichment factor 1%,58.125, Dekois,LogisticRegression,PARP-1,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PARP-1,RIE,12.79047343930886, Dekois,LogisticRegression,PARP-1,AUPRC,0.4884259259259259, Dekois,LogisticRegression,PARP-1,accuracy,0.9870967741935484, Dekois,LogisticRegression,PARP-1,F1 score,0.3333333333333333, Dekois,LogisticRegression,PARP-1,recall,0.25, Dekois,LogisticRegression,PARP-1,precision,0.5, Dekois,LogisticRegression,PARP-1,MCC,0.34779703715100035, 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,0.9844771241830065, Dekois,LightGBM_Ranker,PARP-1,BEDROC,0.7602409511038839, Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,PARP-1,RIE,13.401324056550914, Dekois,LightGBM_Ranker,PARP-1,AUPRC,0.4880952380952381, 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,0.9906759906759907, Dekois,RandomForest,PDE5,BEDROC,0.9300936531756755, Dekois,RandomForest,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PDE5,Enrichment factor 5%,16.39423076923077, Dekois,RandomForest,PDE5,RIE,12.591818399551833, Dekois,RandomForest,PDE5,AUPRC,0.9049396681749622, 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,0.9948199948199948, Dekois,LogisticRegression,PDE5,BEDROC,0.9335074610361402, Dekois,LogisticRegression,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PDE5,Enrichment factor 5%,17.884615384615383, Dekois,LogisticRegression,PDE5,RIE,12.638035302831188, Dekois,LogisticRegression,PDE5,AUPRC,0.8876984126984124, Dekois,LogisticRegression,PDE5,accuracy,0.9741935483870968, Dekois,LogisticRegression,PDE5,F1 score,0.5555555555555556, Dekois,LogisticRegression,PDE5,recall,0.38461538461538464, Dekois,LogisticRegression,PDE5,precision,1.0, Dekois,LogisticRegression,PDE5,MCC,0.6119862026484177, 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,0.9647759647759647, Dekois,LightGBM_Ranker,PDE5,BEDROC,0.7494822827754254, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PDE5,Enrichment factor 5%,13.413461538461538, Dekois,LightGBM_Ranker,PDE5,RIE,10.146660798970391, Dekois,LightGBM_Ranker,PDE5,AUPRC,0.6649045524611135, 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,0.9512022630834511, Dekois,RandomForest,PDK1,BEDROC,0.8684049735233788, Dekois,RandomForest,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,RandomForest,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,RandomForest,PDK1,RIE,13.975592371091135, Dekois,RandomForest,PDK1,AUPRC,0.8302781289506953, 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,0.8882602545968883, Dekois,LogisticRegression,PDK1,BEDROC,0.8681814444966528, Dekois,LogisticRegression,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LogisticRegression,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,LogisticRegression,PDK1,RIE,13.971995028095382, Dekois,LogisticRegression,PDK1,AUPRC,0.8255608028335301, Dekois,LogisticRegression,PDK1,accuracy,0.9903225806451613, Dekois,LogisticRegression,PDK1,F1 score,0.7272727272727273, Dekois,LogisticRegression,PDK1,recall,0.5714285714285714, Dekois,LogisticRegression,PDK1,precision,1.0, Dekois,LogisticRegression,PDK1,MCC,0.7522142849828185, 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,0.8976897689768976, Dekois,LightGBM_Ranker,PDK1,BEDROC,0.8272077786039597, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 1%,44.285714285714285, Dekois,LightGBM_Ranker,PDK1,Enrichment factor 5%,16.607142857142858, Dekois,LightGBM_Ranker,PDK1,RIE,13.312589257988801, Dekois,LightGBM_Ranker,PDK1,AUPRC,0.7495275888133032, 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,0.9027509652509652, Dekois,RandomForest,PI3Kg,BEDROC,0.679983817841904, Dekois,RandomForest,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,RandomForest,PI3Kg,Enrichment factor 5%,9.6875, Dekois,RandomForest,PI3Kg,RIE,8.954868194591718, Dekois,RandomForest,PI3Kg,AUPRC,0.5759213961474233, 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,0.8810328185328185, Dekois,LogisticRegression,PI3Kg,BEDROC,0.6515162734423482, Dekois,LogisticRegression,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LogisticRegression,PI3Kg,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,PI3Kg,RIE,8.57997235247587, Dekois,LogisticRegression,PI3Kg,AUPRC,0.5754699528699706, 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,0.8318050193050193, Dekois,LightGBM_Ranker,PI3Kg,BEDROC,0.5405477572067914, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 5%,8.303571428571429, Dekois,LightGBM_Ranker,PI3Kg,RIE,7.118601650508184, Dekois,LightGBM_Ranker,PI3Kg,AUPRC,0.4664071372650456, Dekois,LightGBM_Ranker,PI3Kg,accuracy,0.5387096774193548, Dekois,LightGBM_Ranker,PI3Kg,F1 score,0.15384615384615385, Dekois,LightGBM_Ranker,PI3Kg,recall,0.9285714285714286, Dekois,LightGBM_Ranker,PI3Kg,precision,0.08387096774193549, Dekois,LightGBM_Ranker,PI3Kg,MCC,0.18641092980036, Dekois,RandomForest,PIM-1,AUROC,0.9608711701734958, Dekois,RandomForest,PIM-1,BEDROC,0.7221113430761709, Dekois,RandomForest,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,RandomForest,PIM-1,Enrichment factor 5%,10.76388888888889, Dekois,RandomForest,PIM-1,RIE,10.955508261710182, Dekois,RandomForest,PIM-1,AUPRC,0.6327747584541064, 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,0.9298634182355112, Dekois,LogisticRegression,PIM-1,BEDROC,0.6725449729474072, Dekois,LogisticRegression,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,LogisticRegression,PIM-1,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,PIM-1,RIE,10.203512354312748, Dekois,LogisticRegression,PIM-1,AUPRC,0.5941526374859708, Dekois,LogisticRegression,PIM-1,accuracy,0.9774193548387097, Dekois,LogisticRegression,PIM-1,F1 score,0.5333333333333333, Dekois,LogisticRegression,PIM-1,recall,0.4444444444444444, Dekois,LogisticRegression,PIM-1,precision,0.6666666666666666, Dekois,LogisticRegression,PIM-1,MCC,0.5335409644699758, 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,0.8955334071613141, Dekois,LightGBM_Ranker,PIM-1,BEDROC,0.5944363806196864, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 1%,34.44444444444444, Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 5%,8.61111111111111, Dekois,LightGBM_Ranker,PIM-1,RIE,9.01848828233748, Dekois,LightGBM_Ranker,PIM-1,AUPRC,0.5337825711707919, Dekois,LightGBM_Ranker,PIM-1,accuracy,0.5225806451612903, Dekois,LightGBM_Ranker,PIM-1,F1 score,0.0975609756097561, Dekois,LightGBM_Ranker,PIM-1,recall,0.8888888888888888, Dekois,LightGBM_Ranker,PIM-1,precision,0.05161290322580645, Dekois,LightGBM_Ranker,PIM-1,MCC,0.13449109746432147, Dekois,RandomForest,PIM-2,AUROC,0.998914223669924, Dekois,RandomForest,PIM-2,BEDROC,0.9805019348590323, Dekois,RandomForest,PIM-2,Enrichment factor 1%,77.5, Dekois,RandomForest,PIM-2,Enrichment factor 5%,19.375, Dekois,RandomForest,PIM-2,RIE,17.82902610468405, Dekois,RandomForest,PIM-2,AUPRC,0.9166666666666665, 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,1.0, Dekois,LogisticRegression,PIM-2,BEDROC,1.0000000000000004, Dekois,LogisticRegression,PIM-2,Enrichment factor 1%,77.5, Dekois,LogisticRegression,PIM-2,Enrichment factor 5%,19.375, Dekois,LogisticRegression,PIM-2,RIE,18.1835705468144, Dekois,LogisticRegression,PIM-2,AUPRC,1.0, Dekois,LogisticRegression,PIM-2,accuracy,1.0, Dekois,LogisticRegression,PIM-2,F1 score,1.0, Dekois,LogisticRegression,PIM-2,recall,1.0, Dekois,LogisticRegression,PIM-2,precision,1.0, Dekois,LogisticRegression,PIM-2,MCC,1.0, 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,0.9866614866614867, Dekois,RandomForest,PPARA,BEDROC,0.9213782743802121, Dekois,RandomForest,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,RandomForest,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,RandomForest,PPARA,RIE,12.473827629333725, Dekois,RandomForest,PPARA,AUPRC,0.8913242554546901, 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,0.9935249935249935, Dekois,LogisticRegression,PPARA,BEDROC,0.9437924802059858, Dekois,LogisticRegression,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LogisticRegression,PPARA,Enrichment factor 5%,17.884615384615383, Dekois,LogisticRegression,PPARA,RIE,12.77727621961036, Dekois,LogisticRegression,PPARA,AUPRC,0.9201149811726732, Dekois,LogisticRegression,PPARA,accuracy,0.9838709677419355, Dekois,LogisticRegression,PPARA,F1 score,0.7619047619047619, Dekois,LogisticRegression,PPARA,recall,0.6153846153846154, Dekois,LogisticRegression,PPARA,precision,1.0, Dekois,LogisticRegression,PPARA,MCC,0.7779435251835035, 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,0.9761719761719762, Dekois,LightGBM_Ranker,PPARA,BEDROC,0.8909949865846404, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 1%,23.846153846153847, Dekois,LightGBM_Ranker,PPARA,Enrichment factor 5%,16.39423076923077, Dekois,LightGBM_Ranker,PPARA,RIE,12.062491804134245, Dekois,LightGBM_Ranker,PPARA,AUPRC,0.8522724189390853, 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,0.8873042505592842, Dekois,RandomForest,PPARG,BEDROC,0.8228692719020003, Dekois,RandomForest,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PPARG,Enrichment factor 5%,14.53125, Dekois,RandomForest,PPARG,RIE,11.456164702907518, Dekois,RandomForest,PPARG,AUPRC,0.7603188826307107, 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,0.9454697986577181, Dekois,LogisticRegression,PPARG,BEDROC,0.7457725755285431, Dekois,LogisticRegression,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PPARG,Enrichment factor 5%,12.916666666666666, Dekois,LogisticRegression,PPARG,RIE,10.38280775902188, Dekois,LogisticRegression,PPARG,AUPRC,0.6837246727654858, Dekois,LogisticRegression,PPARG,accuracy,0.9774193548387097, Dekois,LogisticRegression,PPARG,F1 score,0.631578947368421, Dekois,LogisticRegression,PPARG,recall,0.5, Dekois,LogisticRegression,PPARG,precision,0.8571428571428571, Dekois,LogisticRegression,PPARG,MCC,0.6448725220986228, 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,0.8383668903803132, Dekois,LightGBM_Ranker,PPARG,BEDROC,0.7926347232581321, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PPARG,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,PPARG,RIE,11.035232753048811, Dekois,LightGBM_Ranker,PPARG,AUPRC,0.7216505454459325, 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,0.9443512304250559, Dekois,RandomForest,PR,BEDROC,0.8460551000162896, Dekois,RandomForest,PR,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,PR,Enrichment factor 5%,14.53125, Dekois,RandomForest,PR,RIE,11.778962835341883, Dekois,RandomForest,PR,AUPRC,0.8020967719415822, 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,0.975950782997763, Dekois,LogisticRegression,PR,BEDROC,0.7933559898724054, Dekois,LogisticRegression,PR,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,PR,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,PR,RIE,11.045274383432984, Dekois,LogisticRegression,PR,AUPRC,0.7158449792960664, 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,0.9555369127516777, Dekois,LightGBM_Ranker,PR,BEDROC,0.8197880603618776, Dekois,LightGBM_Ranker,PR,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,PR,Enrichment factor 5%,14.53125, Dekois,LightGBM_Ranker,PR,RIE,11.413267406943616, Dekois,LightGBM_Ranker,PR,AUPRC,0.777856640546514, 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,0.9323261589403973, Dekois,RandomForest,ROCK-1,BEDROC,0.7128738981138794, Dekois,RandomForest,ROCK-1,Enrichment factor 1%,29.0625, Dekois,RandomForest,ROCK-1,Enrichment factor 5%,14.53125, Dekois,RandomForest,ROCK-1,RIE,11.137213164433787, Dekois,RandomForest,ROCK-1,AUPRC,0.6046486142533937, Dekois,RandomForest,ROCK-1,accuracy,0.9806451612903225, Dekois,RandomForest,ROCK-1,F1 score,0.4, Dekois,RandomForest,ROCK-1,recall,0.25, Dekois,RandomForest,ROCK-1,precision,1.0, Dekois,RandomForest,ROCK-1,MCC,0.4951059180921493, Dekois,LogisticRegression,ROCK-1,AUROC,0.9383278145695364, Dekois,LogisticRegression,ROCK-1,BEDROC,0.6993382240864112, Dekois,LogisticRegression,ROCK-1,Enrichment factor 1%,29.0625, Dekois,LogisticRegression,ROCK-1,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,ROCK-1,RIE,10.925745629100051, Dekois,LogisticRegression,ROCK-1,AUPRC,0.5736835672497437, Dekois,LogisticRegression,ROCK-1,accuracy,0.9806451612903225, Dekois,LogisticRegression,ROCK-1,F1 score,0.4, Dekois,LogisticRegression,ROCK-1,recall,0.25, Dekois,LogisticRegression,ROCK-1,precision,1.0, Dekois,LogisticRegression,ROCK-1,MCC,0.4951059180921493, 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,0.9205298013245032, Dekois,LightGBM_Ranker,ROCK-1,BEDROC,0.5920659487711786, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 1%,29.0625, Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 5%,9.6875, Dekois,LightGBM_Ranker,ROCK-1,RIE,9.249833249375186, Dekois,LightGBM_Ranker,ROCK-1,AUPRC,0.5254063743809436, 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,0.6818181818181818, Dekois,RandomForest,SARS-HCoV,BEDROC,0.6392113394920885, Dekois,RandomForest,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,RandomForest,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,RandomForest,SARS-HCoV,RIE,10.883126527827645, Dekois,RandomForest,SARS-HCoV,AUPRC,0.6071049974760222, 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,0.9616161616161616, Dekois,LogisticRegression,SARS-HCoV,BEDROC,0.699801482729621, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 1%,45.3, Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 5%,11.325, Dekois,LogisticRegression,SARS-HCoV,RIE,11.914726174911975, Dekois,LogisticRegression,SARS-HCoV,AUPRC,0.6557692307692308, Dekois,LogisticRegression,SARS-HCoV,accuracy,0.9900662251655629, Dekois,LogisticRegression,SARS-HCoV,F1 score,0.6666666666666666, Dekois,LogisticRegression,SARS-HCoV,recall,0.6, Dekois,LogisticRegression,SARS-HCoV,precision,0.75, Dekois,LogisticRegression,SARS-HCoV,MCC,0.6659358070979493, 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,0.7569023569023569, Dekois,LightGBM_Ranker,SARS-HCoV,BEDROC,0.6392297987184001, 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,10.883440812137453, Dekois,LightGBM_Ranker,SARS-HCoV,AUPRC,0.609999691938018, 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,0.9021666666666666, Dekois,RandomForest,SIRT2,BEDROC,0.7747695007896391, Dekois,RandomForest,SIRT2,Enrichment factor 1%,31.0, Dekois,RandomForest,SIRT2,Enrichment factor 5%,11.625, Dekois,RandomForest,SIRT2,RIE,11.41861824907737, Dekois,RandomForest,SIRT2,AUPRC,0.7023911371430692, Dekois,RandomForest,SIRT2,accuracy,0.9709677419354839, Dekois,RandomForest,SIRT2,F1 score,0.18181818181818182, Dekois,RandomForest,SIRT2,recall,0.1, Dekois,RandomForest,SIRT2,precision,1.0, Dekois,RandomForest,SIRT2,MCC,0.3115884764248779, Dekois,LogisticRegression,SIRT2,AUROC,0.882, Dekois,LogisticRegression,SIRT2,BEDROC,0.7388049214330993, Dekois,LogisticRegression,SIRT2,Enrichment factor 1%,31.0, Dekois,LogisticRegression,SIRT2,Enrichment factor 5%,13.5625, Dekois,LogisticRegression,SIRT2,RIE,10.888569247845677, Dekois,LogisticRegression,SIRT2,AUPRC,0.6586672212063461, Dekois,LogisticRegression,SIRT2,accuracy,0.9838709677419355, Dekois,LogisticRegression,SIRT2,F1 score,0.6666666666666666, Dekois,LogisticRegression,SIRT2,recall,0.5, Dekois,LogisticRegression,SIRT2,precision,1.0, Dekois,LogisticRegression,SIRT2,MCC,0.7012868733182767, 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,0.8783333333333333, Dekois,LightGBM_Ranker,SIRT2,BEDROC,0.749396355157092, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 5%,13.5625, Dekois,LightGBM_Ranker,SIRT2,RIE,11.044666690592305, Dekois,LightGBM_Ranker,SIRT2,AUPRC,0.6682881652763293, 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,0.8713803088803089, Dekois,RandomForest,SRC,BEDROC,0.751152652640284, Dekois,RandomForest,SRC,Enrichment factor 1%,22.142857142857142, Dekois,RandomForest,SRC,Enrichment factor 5%,12.455357142857142, Dekois,RandomForest,SRC,RIE,9.892107454840614, Dekois,RandomForest,SRC,AUPRC,0.6558093693473979, 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,0.8508687258687259, Dekois,LogisticRegression,SRC,BEDROC,0.6841240938297898, Dekois,LogisticRegression,SRC,Enrichment factor 1%,16.607142857142858, Dekois,LogisticRegression,SRC,Enrichment factor 5%,12.455357142857142, Dekois,LogisticRegression,SRC,RIE,9.00939247077392, Dekois,LogisticRegression,SRC,AUPRC,0.5536578576049019, 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,0.8337355212355213, Dekois,LightGBM_Ranker,SRC,BEDROC,0.6504251666304748, Dekois,LightGBM_Ranker,SRC,Enrichment factor 1%,22.142857142857142, Dekois,LightGBM_Ranker,SRC,Enrichment factor 5%,11.071428571428571, Dekois,LightGBM_Ranker,SRC,RIE,8.565603308158792, Dekois,LightGBM_Ranker,SRC,AUPRC,0.5475781935730418, Dekois,LightGBM_Ranker,SRC,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,SRC,F1 score,0.14201183431952663, Dekois,LightGBM_Ranker,SRC,recall,0.8571428571428571, Dekois,LightGBM_Ranker,SRC,precision,0.07741935483870968, Dekois,LightGBM_Ranker,SRC,MCC,0.1553424415003, Dekois,RandomForest,Thrombin,AUROC,0.9082774049217003, Dekois,RandomForest,Thrombin,BEDROC,0.7988507479372414, Dekois,RandomForest,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,RandomForest,Thrombin,Enrichment factor 5%,14.53125, Dekois,RandomForest,Thrombin,RIE,11.121773598072405, Dekois,RandomForest,Thrombin,AUPRC,0.7336254186034887, 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,0.8845078299776286, Dekois,LogisticRegression,Thrombin,BEDROC,0.7497790562966994, Dekois,LogisticRegression,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LogisticRegression,Thrombin,Enrichment factor 5%,14.53125, Dekois,LogisticRegression,Thrombin,RIE,10.438586854045791, Dekois,LogisticRegression,Thrombin,AUPRC,0.6698552712550421, Dekois,LogisticRegression,Thrombin,accuracy,0.9774193548387097, Dekois,LogisticRegression,Thrombin,F1 score,0.5882352941176471, Dekois,LogisticRegression,Thrombin,recall,0.4166666666666667, Dekois,LogisticRegression,Thrombin,precision,1.0, Dekois,LogisticRegression,Thrombin,MCC,0.6380468831807049, 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,0.8660514541387024, Dekois,LightGBM_Ranker,Thrombin,BEDROC,0.74673212462763, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 1%,25.833333333333332, Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,Thrombin,RIE,10.396166809888534, Dekois,LightGBM_Ranker,Thrombin,AUPRC,0.6675795149525048, Dekois,LightGBM_Ranker,Thrombin,accuracy,0.532258064516129, Dekois,LightGBM_Ranker,Thrombin,F1 score,0.1317365269461078, Dekois,LightGBM_Ranker,Thrombin,recall,0.9166666666666666, Dekois,LightGBM_Ranker,Thrombin,precision,0.07096774193548387, Dekois,LightGBM_Ranker,Thrombin,MCC,0.16722501552266278, Dekois,RandomForest,TIE2,AUROC,0.9862062404870624, Dekois,RandomForest,TIE2,BEDROC,0.8933502791017348, Dekois,RandomForest,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,RandomForest,TIE2,Enrichment factor 5%,13.993055555555555, Dekois,RandomForest,TIE2,RIE,10.568562010094674, Dekois,RandomForest,TIE2,AUPRC,0.8532140688950154, 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,0.984779299847793, Dekois,LogisticRegression,TIE2,BEDROC,0.9234216266038751, Dekois,LogisticRegression,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LogisticRegression,TIE2,Enrichment factor 5%,15.069444444444445, Dekois,LogisticRegression,TIE2,RIE,10.92431373021611, Dekois,LogisticRegression,TIE2,AUPRC,0.8961031887502477, Dekois,LogisticRegression,TIE2,accuracy,0.9774193548387097, Dekois,LogisticRegression,TIE2,F1 score,0.7586206896551724, Dekois,LogisticRegression,TIE2,recall,0.6111111111111112, Dekois,LogisticRegression,TIE2,precision,1.0, Dekois,LogisticRegression,TIE2,MCC,0.7725310103947629, 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,0.9834474885844748, Dekois,LightGBM_Ranker,TIE2,BEDROC,0.8776351663223786, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 1%,17.22222222222222, Dekois,LightGBM_Ranker,TIE2,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,TIE2,RIE,10.38264821282435, Dekois,LightGBM_Ranker,TIE2,AUPRC,0.8276236771185621, 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,0.9728555917480999, Dekois,RandomForest,TK,BEDROC,0.7542701020231638, Dekois,RandomForest,TK,Enrichment factor 1%,51.666666666666664, Dekois,RandomForest,TK,Enrichment factor 5%,12.916666666666666, Dekois,RandomForest,TK,RIE,13.715323622667558, Dekois,RandomForest,TK,AUPRC,0.7011494252873562, 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,0.98914223669924, Dekois,LogisticRegression,TK,BEDROC,0.851633196654155, Dekois,LogisticRegression,TK,Enrichment factor 1%,51.666666666666664, Dekois,LogisticRegression,TK,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TK,RIE,15.485732318118012, Dekois,LogisticRegression,TK,AUPRC,0.7435897435897436, Dekois,LogisticRegression,TK,accuracy,0.9903225806451613, Dekois,LogisticRegression,TK,F1 score,0.5714285714285714, Dekois,LogisticRegression,TK,recall,0.6666666666666666, Dekois,LogisticRegression,TK,precision,0.5, Dekois,LogisticRegression,TK,MCC,0.5726418119886068, 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,0.9663409337676439, Dekois,LightGBM_Ranker,TK,BEDROC,0.7301607413880121, Dekois,LightGBM_Ranker,TK,Enrichment factor 1%,51.666666666666664, Dekois,LightGBM_Ranker,TK,Enrichment factor 5%,12.916666666666666, Dekois,LightGBM_Ranker,TK,RIE,13.276929363816247, Dekois,LightGBM_Ranker,TK,AUPRC,0.696078431372549, 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,0.9870967741935484, Dekois,RandomForest,TPA,F1 score,0.3333333333333333, Dekois,RandomForest,TPA,recall,0.2, Dekois,RandomForest,TPA,precision,1.0, Dekois,RandomForest,TPA,MCC,0.44430958040115, Dekois,LogisticRegression,TPA,AUROC,0.9973770491803279, Dekois,LogisticRegression,TPA,BEDROC,0.9601818851390429, Dekois,LogisticRegression,TPA,Enrichment factor 1%,62.0, Dekois,LogisticRegression,TPA,Enrichment factor 5%,19.375, Dekois,LogisticRegression,TPA,RIE,16.414111335844098, Dekois,LogisticRegression,TPA,AUPRC,0.911111111111111, Dekois,LogisticRegression,TPA,accuracy,0.9967741935483871, Dekois,LogisticRegression,TPA,F1 score,0.8888888888888888, Dekois,LogisticRegression,TPA,recall,0.8, Dekois,LogisticRegression,TPA,precision,1.0, Dekois,LogisticRegression,TPA,MCC,0.892964512685153, 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,0.9927868852459016, Dekois,LightGBM_Ranker,TPA,BEDROC,0.8896690212600641, Dekois,LightGBM_Ranker,TPA,Enrichment factor 1%,31.0, Dekois,LightGBM_Ranker,TPA,Enrichment factor 5%,19.375, Dekois,LightGBM_Ranker,TPA,RIE,15.208708471239095, Dekois,LightGBM_Ranker,TPA,AUPRC,0.7366666666666666, 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,0.9614158163265306, Dekois,RandomForest,VEGFR1,BEDROC,0.7601079494440347, Dekois,RandomForest,VEGFR1,Enrichment factor 1%,19.375, Dekois,RandomForest,VEGFR1,Enrichment factor 5%,10.8984375, Dekois,RandomForest,VEGFR1,RIE,9.481276149116404, Dekois,RandomForest,VEGFR1,AUPRC,0.6669303651779539, Dekois,RandomForest,VEGFR1,accuracy,0.9516129032258065, Dekois,RandomForest,VEGFR1,F1 score,0.11764705882352941, Dekois,RandomForest,VEGFR1,recall,0.0625, Dekois,RandomForest,VEGFR1,precision,1.0, Dekois,RandomForest,VEGFR1,MCC,0.24385655500206618, Dekois,LogisticRegression,VEGFR1,AUROC,0.9332482993197279, Dekois,LogisticRegression,VEGFR1,BEDROC,0.7125543666722044, Dekois,LogisticRegression,VEGFR1,Enrichment factor 1%,14.53125, Dekois,LogisticRegression,VEGFR1,Enrichment factor 5%,9.6875, Dekois,LogisticRegression,VEGFR1,RIE,8.888112182028525, Dekois,LogisticRegression,VEGFR1,AUPRC,0.5944516368395739, Dekois,LogisticRegression,VEGFR1,accuracy,0.9580645161290322, Dekois,LogisticRegression,VEGFR1,F1 score,0.38095238095238093, Dekois,LogisticRegression,VEGFR1,recall,0.25, Dekois,LogisticRegression,VEGFR1,precision,0.8, Dekois,LogisticRegression,VEGFR1,MCC,0.43310122374829096, 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,0.9551445578231292, Dekois,LightGBM_Ranker,VEGFR1,BEDROC,0.659960881847903, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 1%,19.375, Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 5%,8.4765625, Dekois,LightGBM_Ranker,VEGFR1,RIE,8.232082535407683, Dekois,LightGBM_Ranker,VEGFR1,AUPRC,0.604681000279226, Dekois,LightGBM_Ranker,VEGFR1,accuracy,0.5516129032258065, Dekois,LightGBM_Ranker,VEGFR1,F1 score,0.1871345029239766, Dekois,LightGBM_Ranker,VEGFR1,recall,1.0, Dekois,LightGBM_Ranker,VEGFR1,precision,0.1032258064516129, Dekois,LightGBM_Ranker,VEGFR1,MCC,0.23328473740792172, Dekois,RandomForest,VEGFR2,AUROC,0.9570367396105199, Dekois,RandomForest,VEGFR2,BEDROC,0.8967372514851368, Dekois,RandomForest,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,RandomForest,VEGFR2,Enrichment factor 5%,14.816176470588236, Dekois,RandomForest,VEGFR2,RIE,10.891483493609803, Dekois,RandomForest,VEGFR2,AUPRC,0.8342109671013447, 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,0.9518169042360973, Dekois,LogisticRegression,VEGFR2,BEDROC,0.8037584224935048, Dekois,LogisticRegression,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LogisticRegression,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,LogisticRegression,VEGFR2,RIE,9.762192419139245, Dekois,LogisticRegression,VEGFR2,AUPRC,0.7372547174337456, Dekois,LogisticRegression,VEGFR2,accuracy,0.9612903225806452, Dekois,LogisticRegression,VEGFR2,F1 score,0.45454545454545453, Dekois,LogisticRegression,VEGFR2,recall,0.29411764705882354, Dekois,LogisticRegression,VEGFR2,precision,1.0, Dekois,LogisticRegression,VEGFR2,MCC,0.5315503788046142, 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,0.951616141337081, Dekois,LightGBM_Ranker,VEGFR2,BEDROC,0.8001869230648212, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 1%,18.235294117647058, Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 5%,12.536764705882353, Dekois,LightGBM_Ranker,VEGFR2,RIE,9.718814131081304, Dekois,LightGBM_Ranker,VEGFR2,AUPRC,0.7357701241243422, 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,0.9605068952664927, DUD-E,RandomForest,abl1,BEDROC,0.8902542739605573, DUD-E,RandomForest,abl1,Enrichment factor 1%,54.66, DUD-E,RandomForest,abl1,Enrichment factor 5%,17.156058394160585, DUD-E,RandomForest,abl1,RIE,14.911118866789675, DUD-E,RandomForest,abl1,AUPRC,0.8568388965588434, 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,0.9573760715616847, DUD-E,LogisticRegression,abl1,BEDROC,0.867928692482519, DUD-E,LogisticRegression,abl1,Enrichment factor 1%,50.755714285714284, DUD-E,LogisticRegression,abl1,Enrichment factor 5%,17.954014598540144, DUD-E,LogisticRegression,abl1,RIE,14.537181433614585, DUD-E,LogisticRegression,abl1,AUPRC,0.7767859802629203, DUD-E,LogisticRegression,abl1,accuracy,0.9904866447127698, DUD-E,LogisticRegression,abl1,F1 score,0.6666666666666666, DUD-E,LogisticRegression,abl1,recall,0.52, DUD-E,LogisticRegression,abl1,precision,0.9285714285714286, DUD-E,LogisticRegression,abl1,MCC,0.691055634087087, 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,0.8062281028699217, DUD-E,LightGBM_Ranker,abl1,BEDROC,0.4350839791010671, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 1%,25.377857142857142, DUD-E,LightGBM_Ranker,abl1,Enrichment factor 5%,8.378540145985403, DUD-E,LightGBM_Ranker,abl1,RIE,7.287343786855584, DUD-E,LightGBM_Ranker,abl1,AUPRC,0.2822980495212083, DUD-E,LightGBM_Ranker,abl1,accuracy,0.5126234906695939, DUD-E,LightGBM_Ranker,abl1,F1 score,0.059322033898305086, DUD-E,LightGBM_Ranker,abl1,recall,0.84, DUD-E,LightGBM_Ranker,abl1,precision,0.03074670571010249, DUD-E,LightGBM_Ranker,abl1,MCC,0.09287893617832296, DUD-E,RandomForest,ampc,AUROC,0.734586904068558, DUD-E,RandomForest,ampc,BEDROC,0.5050763551857155, DUD-E,RandomForest,ampc,Enrichment factor 1%,31.941176470588236, DUD-E,RandomForest,ampc,Enrichment factor 5%,9.208267090620032, DUD-E,RandomForest,ampc,RIE,8.061117407427233, DUD-E,RandomForest,ampc,AUPRC,0.41089611768490747, 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,0.837174473749896, DUD-E,LogisticRegression,ampc,BEDROC,0.55078179274619, DUD-E,LogisticRegression,ampc,Enrichment factor 1%,21.294117647058822, DUD-E,LogisticRegression,ampc,Enrichment factor 5%,10.359300476947535, DUD-E,LogisticRegression,ampc,RIE,8.790585124823373, DUD-E,LogisticRegression,ampc,AUPRC,0.38831894396559286, 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,0.7843414593560196, DUD-E,LightGBM_Ranker,ampc,BEDROC,0.3760157329156954, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 1%,15.970588235294118, DUD-E,LightGBM_Ranker,ampc,Enrichment factor 5%,6.906200317965023, DUD-E,LightGBM_Ranker,ampc,RIE,6.001284648831064, DUD-E,LightGBM_Ranker,ampc,AUPRC,0.2702166471945125, DUD-E,LightGBM_Ranker,ampc,accuracy,0.5179558011049724, DUD-E,LightGBM_Ranker,ampc,F1 score,0.079155672823219, DUD-E,LightGBM_Ranker,ampc,recall,0.8823529411764706, DUD-E,LightGBM_Ranker,ampc,precision,0.04143646408839779, DUD-E,LightGBM_Ranker,ampc,MCC,0.11857938257784728, DUD-E,RandomForest,aofb,AUROC,0.9213192419825074, DUD-E,RandomForest,aofb,BEDROC,0.7664575165510926, DUD-E,RandomForest,aofb,Enrichment factor 1%,43.875, DUD-E,RandomForest,aofb,Enrichment factor 5%,14.458806818181818, DUD-E,RandomForest,aofb,RIE,12.310825988069418, DUD-E,RandomForest,aofb,AUPRC,0.6739598239913025, DUD-E,RandomForest,aofb,accuracy,0.9794871794871794, DUD-E,RandomForest,aofb,F1 score,0.18181818181818182, DUD-E,RandomForest,aofb,recall,0.1, DUD-E,RandomForest,aofb,precision,1.0, DUD-E,RandomForest,aofb,MCC,0.31296011244521993, DUD-E,LogisticRegression,aofb,AUROC,0.9566326530612245, DUD-E,LogisticRegression,aofb,BEDROC,0.7888841365544581, DUD-E,LogisticRegression,aofb,Enrichment factor 1%,39.0, DUD-E,LogisticRegression,aofb,Enrichment factor 5%,15.45596590909091, DUD-E,LogisticRegression,aofb,RIE,12.671041928586396, DUD-E,LogisticRegression,aofb,AUPRC,0.6710903991814396, DUD-E,LogisticRegression,aofb,accuracy,0.9863247863247864, DUD-E,LogisticRegression,aofb,F1 score,0.5714285714285714, DUD-E,LogisticRegression,aofb,recall,0.4, DUD-E,LogisticRegression,aofb,precision,1.0, DUD-E,LogisticRegression,aofb,MCC,0.6280760988677627, 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,0.7100583090379009, DUD-E,LightGBM_Ranker,aofb,BEDROC,0.2984228058637097, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 1%,9.75, DUD-E,LightGBM_Ranker,aofb,Enrichment factor 5%,4.487215909090909, DUD-E,LightGBM_Ranker,aofb,RIE,4.793261438460647, DUD-E,LightGBM_Ranker,aofb,AUPRC,0.17851567192120066, DUD-E,LightGBM_Ranker,aofb,accuracy,0.513960113960114, DUD-E,LightGBM_Ranker,aofb,F1 score,0.0697928026172301, DUD-E,LightGBM_Ranker,aofb,recall,0.8, DUD-E,LightGBM_Ranker,aofb,precision,0.036488027366020526, DUD-E,LightGBM_Ranker,aofb,MCC,0.09171946103533578, DUD-E,RandomForest,cp3a4,AUROC,0.8964099781732636, DUD-E,RandomForest,cp3a4,BEDROC,0.7428725554457977, DUD-E,RandomForest,cp3a4,Enrichment factor 1%,36.04819277108434, DUD-E,RandomForest,cp3a4,Enrichment factor 5%,13.69831325301205, DUD-E,RandomForest,cp3a4,RIE,11.403132106255235, DUD-E,RandomForest,cp3a4,AUPRC,0.6619830710123941, 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,0.9253873520896926, DUD-E,LogisticRegression,cp3a4,BEDROC,0.6985052351282094, DUD-E,LogisticRegression,cp3a4,Enrichment factor 1%,28.83855421686747, DUD-E,LogisticRegression,cp3a4,Enrichment factor 5%,13.457991967871486, DUD-E,LogisticRegression,cp3a4,RIE,10.722091450454403, DUD-E,LogisticRegression,cp3a4,AUPRC,0.5540745918440265, DUD-E,LogisticRegression,cp3a4,accuracy,0.9762700534759359, DUD-E,LogisticRegression,cp3a4,F1 score,0.26804123711340205, DUD-E,LogisticRegression,cp3a4,recall,0.1566265060240964, DUD-E,LogisticRegression,cp3a4,precision,0.9285714285714286, DUD-E,LogisticRegression,cp3a4,MCC,0.3760932801692168, 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,0.7897012594896602, DUD-E,LightGBM_Ranker,cp3a4,BEDROC,0.482152705406009, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 1%,18.02409638554217, DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 5%,8.651566265060241, DUD-E,LightGBM_Ranker,cp3a4,RIE,7.401068957514596, DUD-E,LightGBM_Ranker,cp3a4,AUPRC,0.3218098410760763, DUD-E,LightGBM_Ranker,cp3a4,accuracy,0.5183823529411765, DUD-E,LightGBM_Ranker,cp3a4,F1 score,0.08739708676377454, DUD-E,LightGBM_Ranker,cp3a4,recall,0.8313253012048193, DUD-E,LightGBM_Ranker,cp3a4,precision,0.046122994652406414, DUD-E,LightGBM_Ranker,cp3a4,MCC,0.1119313605361706, DUD-E,RandomForest,csf1r,AUROC,0.9719636676116513, DUD-E,RandomForest,csf1r,BEDROC,0.9264894001947055, DUD-E,RandomForest,csf1r,Enrichment factor 1%,67.80802517702597, DUD-E,RandomForest,csf1r,Enrichment factor 5%,19.012036743744062, DUD-E,RandomForest,csf1r,RIE,16.266888574729947, DUD-E,RandomForest,csf1r,AUPRC,0.8638955577960369, 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,0.9762361765863294, DUD-E,LogisticRegression,csf1r,BEDROC,0.8637284156470459, DUD-E,LogisticRegression,csf1r,Enrichment factor 1%,60.542879622344614, DUD-E,LogisticRegression,csf1r,Enrichment factor 5%,18.037060500475135, DUD-E,LogisticRegression,csf1r,RIE,15.164959141648476, DUD-E,LogisticRegression,csf1r,AUPRC,0.7124076528669665, DUD-E,LogisticRegression,csf1r,accuracy,0.9925276153346329, DUD-E,LogisticRegression,csf1r,F1 score,0.6349206349206349, DUD-E,LogisticRegression,csf1r,recall,0.4878048780487805, DUD-E,LogisticRegression,csf1r,precision,0.9090909090909091, DUD-E,LogisticRegression,csf1r,MCC,0.662957590003484, 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,0.9337038316053229, DUD-E,LightGBM_Ranker,csf1r,BEDROC,0.7036371166216534, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 1%,50.85601888276947, DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 5%,13.649667405764966, DUD-E,LightGBM_Ranker,csf1r,RIE,12.354147366661653, DUD-E,LightGBM_Ranker,csf1r,AUPRC,0.6034723905009894, DUD-E,LightGBM_Ranker,csf1r,accuracy,0.5126705653021443, DUD-E,LightGBM_Ranker,csf1r,F1 score,0.05063291139240506, DUD-E,LightGBM_Ranker,csf1r,recall,0.975609756097561, DUD-E,LightGBM_Ranker,csf1r,precision,0.02599090318388564, DUD-E,LightGBM_Ranker,csf1r,MCC,0.1105223937986675, DUD-E,RandomForest,fabp4,AUROC,0.8234299516908212, DUD-E,RandomForest,fabp4,BEDROC,0.702365506797578, DUD-E,RandomForest,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,RandomForest,fabp4,Enrichment factor 5%,13.314285714285713, DUD-E,RandomForest,fabp4,RIE,12.384392765185769, DUD-E,RandomForest,fabp4,AUPRC,0.6765777157411745, 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,0.9334943639291466, DUD-E,LogisticRegression,fabp4,BEDROC,0.7511534766525695, DUD-E,LogisticRegression,fabp4,Enrichment factor 1%,66.57142857142857, DUD-E,LogisticRegression,fabp4,Enrichment factor 5%,15.533333333333335, DUD-E,LogisticRegression,fabp4,RIE,13.24464198408785, DUD-E,LogisticRegression,fabp4,AUPRC,0.7019742604945758, 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,0.8504025764895329, DUD-E,LightGBM_Ranker,fabp4,BEDROC,0.6240856157880982, 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,11.004130063196017, DUD-E,LightGBM_Ranker,fabp4,AUPRC,0.5110995957253189, 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,0.8820061728395062, DUD-E,RandomForest,fak1,BEDROC,0.6440243358700141, DUD-E,RandomForest,fak1,Enrichment factor 1%,48.64285714285714, DUD-E,RandomForest,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,RandomForest,fak1,RIE,11.809463722046175, DUD-E,RandomForest,fak1,AUPRC,0.5499521539203803, 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,0.9233333333333333, DUD-E,LogisticRegression,fak1,BEDROC,0.7210913355056812, DUD-E,LogisticRegression,fak1,Enrichment factor 1%,64.85714285714286, DUD-E,LogisticRegression,fak1,Enrichment factor 5%,13.159420289855072, DUD-E,LogisticRegression,fak1,RIE,13.222640029523495, DUD-E,LogisticRegression,fak1,AUPRC,0.6171920991550539, 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,0.7380246913580247, DUD-E,LightGBM_Ranker,fak1,BEDROC,0.3767258142850528, 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,6.908015118709581, DUD-E,LightGBM_Ranker,fak1,AUPRC,0.3479152047898521, 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,0.996018461931388, DUD-E,RandomForest,gria2,BEDROC,0.9627428764432557, DUD-E,RandomForest,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,RandomForest,gria2,Enrichment factor 5%,19.45945945945946, DUD-E,RandomForest,gria2,RIE,17.063879813837588, DUD-E,RandomForest,gria2,AUPRC,0.9322942122295816, 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,0.9904862675703041, DUD-E,LogisticRegression,gria2,BEDROC,0.9536008544381704, DUD-E,LogisticRegression,gria2,Enrichment factor 1%,81.08108108108108, DUD-E,LogisticRegression,gria2,Enrichment factor 5%,18.91891891891892, DUD-E,LogisticRegression,gria2,RIE,16.901844479025097, DUD-E,LogisticRegression,gria2,AUPRC,0.933284819503307, DUD-E,LogisticRegression,gria2,accuracy,0.996, DUD-E,LogisticRegression,gria2,F1 score,0.8064516129032258, DUD-E,LogisticRegression,gria2,recall,0.6756756756756757, DUD-E,LogisticRegression,gria2,precision,1.0, DUD-E,LogisticRegression,gria2,MCC,0.8203354564966427, 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,0.9213087539108464, DUD-E,LightGBM_Ranker,gria2,BEDROC,0.7728876092522666, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 1%,51.351351351351354, DUD-E,LightGBM_Ranker,gria2,Enrichment factor 5%,16.216216216216218, DUD-E,LightGBM_Ranker,gria2,RIE,13.69884068265912, DUD-E,LightGBM_Ranker,gria2,AUPRC,0.5792101238270404, DUD-E,LightGBM_Ranker,gria2,accuracy,0.5103333333333333, DUD-E,LightGBM_Ranker,gria2,F1 score,0.04424202992843201, DUD-E,LightGBM_Ranker,gria2,recall,0.918918918918919, DUD-E,LightGBM_Ranker,gria2,precision,0.02266666666666667, DUD-E,LightGBM_Ranker,gria2,MCC,0.0936256845436566, DUD-E,RandomForest,hivint,AUROC,0.960806257521059, DUD-E,RandomForest,hivint,BEDROC,0.9152465157492459, DUD-E,RandomForest,hivint,Enrichment factor 1%,67.48, DUD-E,RandomForest,hivint,Enrichment factor 5%,18.25929411764706, DUD-E,RandomForest,hivint,RIE,15.841544011481735, DUD-E,RandomForest,hivint,AUPRC,0.873169682785933, 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,0.9877737665463298, DUD-E,LogisticRegression,hivint,BEDROC,0.9489351275083786, DUD-E,LogisticRegression,hivint,Enrichment factor 1%,67.48, DUD-E,LogisticRegression,hivint,Enrichment factor 5%,19.053176470588234, DUD-E,LogisticRegression,hivint,RIE,16.42464333507179, DUD-E,LogisticRegression,hivint,AUPRC,0.920049968985402, DUD-E,LogisticRegression,hivint,accuracy,0.994665085951393, DUD-E,LogisticRegression,hivint,F1 score,0.7804878048780488, DUD-E,LogisticRegression,hivint,recall,0.64, DUD-E,LogisticRegression,hivint,precision,1.0, DUD-E,LogisticRegression,hivint,MCC,0.7978426927020296, 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,0.8763176895306859, DUD-E,LightGBM_Ranker,hivint,BEDROC,0.40888771827404735, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 1%,15.877647058823529, DUD-E,LightGBM_Ranker,hivint,Enrichment factor 5%,7.938823529411764, DUD-E,LightGBM_Ranker,hivint,RIE,7.077232961424293, DUD-E,LightGBM_Ranker,hivint,AUPRC,0.1976414465692876, DUD-E,LightGBM_Ranker,hivint,accuracy,0.5139300533491404, DUD-E,LightGBM_Ranker,hivint,F1 score,0.055299539170506916, DUD-E,LightGBM_Ranker,hivint,recall,0.96, DUD-E,LightGBM_Ranker,hivint,precision,0.028469750889679714, DUD-E,LightGBM_Ranker,hivint,MCC,0.11290732802486426, DUD-E,RandomForest,jak2,AUROC,0.9768746579091406, DUD-E,RandomForest,jak2,BEDROC,0.8699623586007562, DUD-E,RandomForest,jak2,Enrichment factor 1%,57.551198257080614, DUD-E,RandomForest,jak2,Enrichment factor 5%,17.681392235609103, DUD-E,RandomForest,jak2,RIE,14.84025068403019, DUD-E,RandomForest,jak2,AUPRC,0.7885691570001498, DUD-E,RandomForest,jak2,accuracy,0.9872804360993337, DUD-E,RandomForest,jak2,F1 score,0.36363636363636365, DUD-E,RandomForest,jak2,recall,0.2222222222222222, DUD-E,RandomForest,jak2,precision,1.0, DUD-E,RandomForest,jak2,MCC,0.4683858908951017, DUD-E,LogisticRegression,jak2,AUROC,0.9504424375114029, DUD-E,LogisticRegression,jak2,BEDROC,0.860329822020215, DUD-E,LogisticRegression,jak2,Enrichment factor 1%,61.148148148148145, DUD-E,LogisticRegression,jak2,Enrichment factor 5%,16.944667559125392, DUD-E,LogisticRegression,jak2,RIE,14.675934083782655, DUD-E,LogisticRegression,jak2,AUPRC,0.8077977725565089, DUD-E,LogisticRegression,jak2,accuracy,0.9909145972138098, DUD-E,LogisticRegression,jak2,F1 score,0.6153846153846154, DUD-E,LogisticRegression,jak2,recall,0.4444444444444444, DUD-E,LogisticRegression,jak2,precision,1.0, DUD-E,LogisticRegression,jak2,MCC,0.6636090141027321, 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,0.8073344280240832, DUD-E,LightGBM_Ranker,jak2,BEDROC,0.4779263385072073, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 1%,28.775599128540307, DUD-E,LightGBM_Ranker,jak2,Enrichment factor 5%,9.577420794288264, DUD-E,LightGBM_Ranker,jak2,RIE,8.152705253216272, DUD-E,LightGBM_Ranker,jak2,AUPRC,0.29736769775014604, 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,0.9246011396011395, DUD-E,RandomForest,kit,BEDROC,0.8333519373312626, DUD-E,RandomForest,kit,Enrichment factor 1%,49.148148148148145, DUD-E,RandomForest,kit,Enrichment factor 5%,16.259537733221944, DUD-E,RandomForest,kit,RIE,13.692617910793345, DUD-E,RandomForest,kit,AUPRC,0.7722087768497058, DUD-E,RandomForest,kit,accuracy,0.9856819894498869, DUD-E,RandomForest,kit,F1 score,0.45714285714285713, DUD-E,RandomForest,kit,recall,0.2962962962962963, DUD-E,RandomForest,kit,precision,1.0, DUD-E,RandomForest,kit,MCC,0.5403963285889135, DUD-E,LogisticRegression,kit,AUROC,0.9521153846153846, DUD-E,LogisticRegression,kit,BEDROC,0.8623772198181409, DUD-E,LogisticRegression,kit,Enrichment factor 1%,49.148148148148145, DUD-E,LogisticRegression,kit,Enrichment factor 5%,16.629072681704262, DUD-E,LogisticRegression,kit,RIE,14.169525785564442, DUD-E,LogisticRegression,kit,AUPRC,0.8222916235259893, DUD-E,LogisticRegression,kit,accuracy,0.9902034664657121, DUD-E,LogisticRegression,kit,F1 score,0.6829268292682927, DUD-E,LogisticRegression,kit,recall,0.5185185185185185, DUD-E,LogisticRegression,kit,precision,1.0, DUD-E,LogisticRegression,kit,MCC,0.71650866833592, 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,0.7806339031339031, DUD-E,LightGBM_Ranker,kit,BEDROC,0.5081848495487611, DUD-E,LightGBM_Ranker,kit,Enrichment factor 1%,29.124828532235938, DUD-E,LightGBM_Ranker,kit,Enrichment factor 5%,9.60790866054024, DUD-E,LightGBM_Ranker,kit,RIE,8.349870778186942, DUD-E,LightGBM_Ranker,kit,AUPRC,0.360806524053444, DUD-E,LightGBM_Ranker,kit,accuracy,0.5135644310474755, DUD-E,LightGBM_Ranker,kit,F1 score,0.06517016654598118, DUD-E,LightGBM_Ranker,kit,recall,0.8333333333333334, DUD-E,LightGBM_Ranker,kit,precision,0.03391107761868877, DUD-E,LightGBM_Ranker,kit,MCC,0.09607689228305227, DUD-E,RandomForest,kpcb,AUROC,0.9001533526052317, DUD-E,RandomForest,kpcb,BEDROC,0.7752413935651647, DUD-E,RandomForest,kpcb,Enrichment factor 1%,62.76923076923077, DUD-E,RandomForest,kpcb,Enrichment factor 5%,15.3014553014553, DUD-E,RandomForest,kpcb,RIE,13.814347823319489, DUD-E,RandomForest,kpcb,AUPRC,0.7023771131197986, DUD-E,RandomForest,kpcb,accuracy,0.9913949275362319, DUD-E,RandomForest,kpcb,F1 score,0.42424242424242425, DUD-E,RandomForest,kpcb,recall,0.2692307692307692, DUD-E,RandomForest,kpcb,precision,1.0, DUD-E,RandomForest,kpcb,MCC,0.5166300908997196, DUD-E,LogisticRegression,kpcb,AUROC,0.9261087217090884, DUD-E,LogisticRegression,kpcb,BEDROC,0.7902716675791457, DUD-E,LogisticRegression,kpcb,Enrichment factor 1%,62.76923076923077, DUD-E,LogisticRegression,kpcb,Enrichment factor 5%,16.06652806652807, DUD-E,LogisticRegression,kpcb,RIE,14.08217850694106, DUD-E,LogisticRegression,kpcb,AUPRC,0.6762303213412836, DUD-E,LogisticRegression,kpcb,accuracy,0.9936594202898551, DUD-E,LogisticRegression,kpcb,F1 score,0.6818181818181818, DUD-E,LogisticRegression,kpcb,recall,0.5769230769230769, DUD-E,LogisticRegression,kpcb,precision,0.8333333333333334, DUD-E,LogisticRegression,kpcb,MCC,0.6904582620165385, 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,0.6877599943594443, DUD-E,LightGBM_Ranker,kpcb,BEDROC,0.4098315290420721, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 1%,29.53846153846154, DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 5%,7.65072765072765, DUD-E,LightGBM_Ranker,kpcb,RIE,7.30295796267885, DUD-E,LightGBM_Ranker,kpcb,AUPRC,0.3242595304454267, DUD-E,LightGBM_Ranker,kpcb,accuracy,0.5045289855072463, DUD-E,LightGBM_Ranker,kpcb,F1 score,0.03185840707964602, DUD-E,LightGBM_Ranker,kpcb,recall,0.6923076923076923, DUD-E,LightGBM_Ranker,kpcb,precision,0.016304347826086956, DUD-E,LightGBM_Ranker,kpcb,MCC,0.04198420683247333, DUD-E,RandomForest,lck,AUROC,0.9460154848456236, DUD-E,RandomForest,lck,BEDROC,0.889276418946465, DUD-E,RandomForest,lck,Enrichment factor 1%,68.18627450980392, DUD-E,RandomForest,lck,Enrichment factor 5%,17.830318909172863, DUD-E,RandomForest,lck,RIE,15.414524055041127, DUD-E,RandomForest,lck,AUPRC,0.8525854673167579, DUD-E,RandomForest,lck,accuracy,0.9896477354421279, DUD-E,RandomForest,lck,F1 score,0.45454545454545453, DUD-E,RandomForest,lck,recall,0.29411764705882354, DUD-E,RandomForest,lck,precision,1.0, DUD-E,RandomForest,lck,MCC,0.5394994652144334, DUD-E,LogisticRegression,lck,AUROC,0.9659559431535638, DUD-E,LogisticRegression,lck,BEDROC,0.887614622969693, DUD-E,LogisticRegression,lck,Enrichment factor 1%,64.28991596638656, DUD-E,LogisticRegression,lck,Enrichment factor 5%,17.438443768311924, DUD-E,LogisticRegression,lck,RIE,15.385718845060117, DUD-E,LogisticRegression,lck,AUPRC,0.8259143039675141, DUD-E,LogisticRegression,lck,accuracy,0.9939611790079079, DUD-E,LogisticRegression,lck,F1 score,0.7529411764705882, DUD-E,LogisticRegression,lck,recall,0.6274509803921569, DUD-E,LogisticRegression,lck,precision,0.9411764705882353, DUD-E,LogisticRegression,lck,MCC,0.7658550244100629, 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,0.8808279185014148, DUD-E,LightGBM_Ranker,lck,BEDROC,0.7223917128480791, DUD-E,LightGBM_Ranker,lck,Enrichment factor 1%,51.62675070028011, DUD-E,LightGBM_Ranker,lck,Enrichment factor 5%,14.69531778228533, DUD-E,LightGBM_Ranker,lck,RIE,12.52178086094531, DUD-E,LightGBM_Ranker,lck,AUPRC,0.6038259846261762, DUD-E,LightGBM_Ranker,lck,accuracy,0.5115744069015097, DUD-E,LightGBM_Ranker,lck,F1 score,0.050852193350097795, DUD-E,LightGBM_Ranker,lck,recall,0.8921568627450981, DUD-E,LightGBM_Ranker,lck,precision,0.026171987345412713, DUD-E,LightGBM_Ranker,lck,MCC,0.09570379244113776, DUD-E,RandomForest,mk01,AUROC,0.8942724458204334, DUD-E,RandomForest,mk01,BEDROC,0.7943587251348646, DUD-E,RandomForest,mk01,Enrichment factor 1%,68.05882352941177, DUD-E,RandomForest,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,RandomForest,mk01,RIE,13.765645072506471, DUD-E,RandomForest,mk01,AUPRC,0.7626745272460803, 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,0.9056759545923633, DUD-E,LogisticRegression,mk01,BEDROC,0.7541956114437982, DUD-E,LogisticRegression,mk01,Enrichment factor 1%,51.044117647058826, DUD-E,LogisticRegression,mk01,Enrichment factor 5%,15.254563894523328, DUD-E,LogisticRegression,mk01,RIE,13.069648227932909, DUD-E,LogisticRegression,mk01,AUPRC,0.6761724016926696, DUD-E,LogisticRegression,mk01,accuracy,0.9922212618841832, DUD-E,LogisticRegression,mk01,F1 score,0.64, DUD-E,LogisticRegression,mk01,recall,0.47058823529411764, DUD-E,LogisticRegression,mk01,precision,1.0, DUD-E,LogisticRegression,mk01,MCC,0.6833023968683011, 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,0.4838493292053664, DUD-E,LightGBM_Ranker,mk01,BEDROC,0.18568631335343613, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 1%,11.343137254901961, DUD-E,LightGBM_Ranker,mk01,Enrichment factor 5%,2.3468559837728193, DUD-E,LightGBM_Ranker,mk01,RIE,3.217805548971611, DUD-E,LightGBM_Ranker,mk01,AUPRC,0.10119967500768993, DUD-E,LightGBM_Ranker,mk01,accuracy,0.4961106309420916, DUD-E,LightGBM_Ranker,mk01,F1 score,0.020168067226890758, DUD-E,LightGBM_Ranker,mk01,recall,0.35294117647058826, DUD-E,LightGBM_Ranker,mk01,precision,0.010380622837370242, DUD-E,LightGBM_Ranker,mk01,MCC,-0.035810894456576155, DUD-E,RandomForest,mk10,AUROC,0.9145567214111923, DUD-E,RandomForest,mk10,BEDROC,0.7488964232330839, DUD-E,RandomForest,mk10,Enrichment factor 1%,49.294117647058826, DUD-E,RandomForest,mk10,Enrichment factor 5%,14.964285714285714, DUD-E,RandomForest,mk10,RIE,12.449933633846303, DUD-E,RandomForest,mk10,AUPRC,0.6476487979687007, 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,0.921437804136253, DUD-E,LogisticRegression,mk10,BEDROC,0.7638325886066285, DUD-E,LogisticRegression,mk10,Enrichment factor 1%,49.294117647058826, DUD-E,LogisticRegression,mk10,Enrichment factor 5%,14.964285714285714, DUD-E,LogisticRegression,mk10,RIE,12.698238020309002, DUD-E,LogisticRegression,mk10,AUPRC,0.668482973412509, DUD-E,LogisticRegression,mk10,accuracy,0.9898568019093079, DUD-E,LogisticRegression,mk10,F1 score,0.6382978723404256, DUD-E,LogisticRegression,mk10,recall,0.46875, DUD-E,LogisticRegression,mk10,precision,1.0, DUD-E,LogisticRegression,mk10,MCC,0.6811405422452745, 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,0.6935256995133819, DUD-E,LightGBM_Ranker,mk10,BEDROC,0.36843063624232575, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 1%,21.566176470588236, DUD-E,LightGBM_Ranker,mk10,Enrichment factor 5%,6.2351190476190474, DUD-E,LightGBM_Ranker,mk10,RIE,6.124928423598767, DUD-E,LightGBM_Ranker,mk10,AUPRC,0.2731637631252223, DUD-E,LightGBM_Ranker,mk10,accuracy,0.5083532219570406, DUD-E,LightGBM_Ranker,mk10,F1 score,0.052873563218390804, DUD-E,LightGBM_Ranker,mk10,recall,0.71875, DUD-E,LightGBM_Ranker,mk10,precision,0.027446300715990454, DUD-E,LightGBM_Ranker,mk10,MCC,0.061038259311326136, DUD-E,RandomForest,mp2k1,AUROC,0.8995984329089128, DUD-E,RandomForest,mp2k1,BEDROC,0.7576446514314941, DUD-E,RandomForest,mp2k1,Enrichment factor 1%,62.994285714285716, DUD-E,RandomForest,mp2k1,Enrichment factor 5%,15.105, DUD-E,RandomForest,mp2k1,RIE,13.459432117353826, DUD-E,RandomForest,mp2k1,AUPRC,0.6941824036856252, 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,0.9304211557296768, DUD-E,LogisticRegression,mp2k1,BEDROC,0.7574591741640956, DUD-E,LogisticRegression,mp2k1,Enrichment factor 1%,59.05714285714285, DUD-E,LogisticRegression,mp2k1,Enrichment factor 5%,15.105, DUD-E,LogisticRegression,mp2k1,RIE,13.456137144339108, DUD-E,LogisticRegression,mp2k1,AUPRC,0.6444846029206702, DUD-E,LogisticRegression,mp2k1,accuracy,0.9912917271407837, DUD-E,LogisticRegression,mp2k1,F1 score,0.47058823529411764, DUD-E,LogisticRegression,mp2k1,recall,0.32, DUD-E,LogisticRegression,mp2k1,precision,0.8888888888888888, DUD-E,LogisticRegression,mp2k1,MCC,0.5304430634723751, 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,0.578667972575906, DUD-E,LightGBM_Ranker,mp2k1,BEDROC,0.21926213042849774, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 1%,11.811428571428571, DUD-E,LightGBM_Ranker,mp2k1,Enrichment factor 5%,3.18, DUD-E,LightGBM_Ranker,mp2k1,RIE,3.895155571864889, DUD-E,LightGBM_Ranker,mp2k1,AUPRC,0.14331738347959785, DUD-E,LightGBM_Ranker,mp2k1,accuracy,0.501693275278181, DUD-E,LightGBM_Ranker,mp2k1,F1 score,0.026465028355387523, DUD-E,LightGBM_Ranker,mp2k1,recall,0.56, DUD-E,LightGBM_Ranker,mp2k1,precision,0.013552758954501452, DUD-E,LightGBM_Ranker,mp2k1,MCC,0.013331248297543617, DUD-E,RandomForest,pa2ga,AUROC,0.9168225841954656, DUD-E,RandomForest,pa2ga,BEDROC,0.7687564058370105, DUD-E,RandomForest,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,RandomForest,pa2ga,Enrichment factor 5%,15.619047619047619, DUD-E,RandomForest,pa2ga,RIE,13.845231182160175, DUD-E,RandomForest,pa2ga,AUPRC,0.7139518037022148, DUD-E,RandomForest,pa2ga,accuracy,0.9954268292682927, DUD-E,RandomForest,pa2ga,F1 score,0.7272727272727273, DUD-E,RandomForest,pa2ga,recall,0.5714285714285714, DUD-E,RandomForest,pa2ga,precision,1.0, DUD-E,RandomForest,pa2ga,MCC,0.754187840568017, DUD-E,LogisticRegression,pa2ga,AUROC,0.8161457186880916, DUD-E,LogisticRegression,pa2ga,BEDROC,0.7339667617961099, DUD-E,LogisticRegression,pa2ga,Enrichment factor 1%,66.93877551020408, DUD-E,LogisticRegression,pa2ga,Enrichment factor 5%,14.199134199134198, DUD-E,LogisticRegression,pa2ga,RIE,13.218672939216841, DUD-E,LogisticRegression,pa2ga,AUPRC,0.7074311911211116, DUD-E,LogisticRegression,pa2ga,accuracy,0.9946646341463414, DUD-E,LogisticRegression,pa2ga,F1 score,0.72, DUD-E,LogisticRegression,pa2ga,recall,0.6428571428571429, DUD-E,LogisticRegression,pa2ga,precision,0.8181818181818182, DUD-E,LogisticRegression,pa2ga,MCC,0.7226677244336612, 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,0.6540832049306626, DUD-E,LightGBM_Ranker,pa2ga,BEDROC,0.30925178451612706, DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 1%,20.081632653061227, DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 5%,5.67965367965368, DUD-E,LightGBM_Ranker,pa2ga,RIE,5.569595828700528, DUD-E,LightGBM_Ranker,pa2ga,AUPRC,0.24039281854398908, 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,0.953093143415724, DUD-E,RandomForest,plk1,BEDROC,0.8118673155216425, DUD-E,RandomForest,plk1,Enrichment factor 1%,68.4920634920635, DUD-E,RandomForest,plk1,Enrichment factor 5%,15.115489874110565, DUD-E,RandomForest,plk1,RIE,14.412722353232812, DUD-E,RandomForest,plk1,AUPRC,0.7624589125656049, DUD-E,RandomForest,plk1,accuracy,0.9918887601390498, DUD-E,RandomForest,plk1,F1 score,0.5, DUD-E,RandomForest,plk1,recall,0.3333333333333333, DUD-E,RandomForest,plk1,precision,1.0, DUD-E,RandomForest,plk1,MCC,0.5749944144875454, DUD-E,LogisticRegression,plk1,AUROC,0.9047619047619048, DUD-E,LogisticRegression,plk1,BEDROC,0.7444581171888042, DUD-E,LogisticRegression,plk1,Enrichment factor 1%,63.925925925925924, DUD-E,LogisticRegression,plk1,Enrichment factor 5%,14.170771756978654, DUD-E,LogisticRegression,plk1,RIE,13.216036592019632, DUD-E,LogisticRegression,plk1,AUPRC,0.6739461474951917, DUD-E,LogisticRegression,plk1,accuracy,0.9947856315179606, DUD-E,LogisticRegression,plk1,F1 score,0.7428571428571429, DUD-E,LogisticRegression,plk1,recall,0.6190476190476191, DUD-E,LogisticRegression,plk1,precision,0.9285714285714286, DUD-E,LogisticRegression,plk1,MCC,0.7559069454092269, 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,0.7153749476330121, DUD-E,LightGBM_Ranker,plk1,BEDROC,0.26515356843332577, 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,4.707154377632401, DUD-E,LightGBM_Ranker,plk1,AUPRC,0.1401647314858638, DUD-E,LightGBM_Ranker,plk1,accuracy,0.5052143684820394, DUD-E,LightGBM_Ranker,plk1,F1 score,0.033936651583710405, DUD-E,LightGBM_Ranker,plk1,recall,0.7142857142857143, DUD-E,LightGBM_Ranker,plk1,precision,0.01738122827346466, DUD-E,LightGBM_Ranker,plk1,MCC,0.047563156698826256, DUD-E,RandomForest,ptn1,AUROC,0.9855214863416377, DUD-E,RandomForest,ptn1,BEDROC,0.9131183237978521, DUD-E,RandomForest,ptn1,Enrichment factor 1%,51.408668730650156, DUD-E,RandomForest,ptn1,Enrichment factor 5%,17.504743833017077, DUD-E,RandomForest,ptn1,RIE,15.274949487827334, DUD-E,RandomForest,ptn1,AUPRC,0.8472370186984205, DUD-E,RandomForest,ptn1,accuracy,0.9869918699186991, DUD-E,RandomForest,ptn1,F1 score,0.45454545454545453, DUD-E,RandomForest,ptn1,recall,0.29411764705882354, DUD-E,RandomForest,ptn1,precision,1.0, DUD-E,RandomForest,ptn1,MCC,0.5387679247533838, DUD-E,LogisticRegression,ptn1,AUROC,0.9853509598207035, DUD-E,LogisticRegression,ptn1,BEDROC,0.9017459397236581, DUD-E,LogisticRegression,ptn1,Enrichment factor 1%,51.408668730650156, DUD-E,LogisticRegression,ptn1,Enrichment factor 5%,18.08823529411765, DUD-E,LogisticRegression,ptn1,RIE,15.084708434510047, DUD-E,LogisticRegression,ptn1,AUPRC,0.820886764770183, DUD-E,LogisticRegression,ptn1,accuracy,0.9907859078590786, DUD-E,LogisticRegression,ptn1,F1 score,0.6792452830188679, DUD-E,LogisticRegression,ptn1,recall,0.5294117647058824, DUD-E,LogisticRegression,ptn1,precision,0.9473684210526315, DUD-E,LogisticRegression,ptn1,MCC,0.704550090974621, 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,0.8439925942768052, DUD-E,LightGBM_Ranker,ptn1,BEDROC,0.5829486226528432, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 1%,37.128482972136226, DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 5%,11.086337760910816, DUD-E,LightGBM_Ranker,ptn1,RIE,9.75176003964362, DUD-E,LightGBM_Ranker,ptn1,AUPRC,0.46175400770643393, DUD-E,LightGBM_Ranker,ptn1,accuracy,0.5121951219512195, DUD-E,LightGBM_Ranker,ptn1,F1 score,0.058577405857740586, DUD-E,LightGBM_Ranker,ptn1,recall,0.8235294117647058, DUD-E,LightGBM_Ranker,ptn1,precision,0.03036876355748373, DUD-E,LightGBM_Ranker,ptn1,MCC,0.088733516549598, DUD-E,RandomForest,pygm,AUROC,0.999749498997996, DUD-E,RandomForest,pygm,BEDROC,0.995459572344018, DUD-E,RandomForest,pygm,Enrichment factor 1%,91.45454545454545, DUD-E,RandomForest,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,RandomForest,pygm,RIE,18.40665722643874, DUD-E,RandomForest,pygm,AUPRC,0.975, 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,0.999749498997996, DUD-E,LogisticRegression,pygm,BEDROC,0.9953684021309078, DUD-E,LogisticRegression,pygm,Enrichment factor 1%,91.45454545454545, DUD-E,LogisticRegression,pygm,Enrichment factor 5%,19.725490196078432, DUD-E,LogisticRegression,pygm,RIE,18.40497143335931, DUD-E,LogisticRegression,pygm,AUPRC,0.9704861111111112, DUD-E,LogisticRegression,pygm,accuracy,0.9980119284294234, DUD-E,LogisticRegression,pygm,F1 score,0.8571428571428571, DUD-E,LogisticRegression,pygm,recall,0.75, DUD-E,LogisticRegression,pygm,precision,1.0, DUD-E,LogisticRegression,pygm,MCC,0.8651589449343976, 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,0.6689629258517035, DUD-E,LightGBM_Ranker,pygm,BEDROC,0.4069286200345465, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 1%,22.863636363636363, DUD-E,LightGBM_Ranker,pygm,Enrichment factor 5%,7.397058823529412, DUD-E,LightGBM_Ranker,pygm,RIE,7.524359460689338, DUD-E,LightGBM_Ranker,pygm,AUPRC,0.28089943958583674, DUD-E,LightGBM_Ranker,pygm,accuracy,0.5019880715705766, DUD-E,LightGBM_Ranker,pygm,F1 score,0.019569471624266144, DUD-E,LightGBM_Ranker,pygm,recall,0.625, DUD-E,LightGBM_Ranker,pygm,precision,0.009940357852882704, DUD-E,LightGBM_Ranker,pygm,MCC,0.02238307405179226, DUD-E,RandomForest,src,AUROC,0.9426379797024298, DUD-E,RandomForest,src,BEDROC,0.8627000579733849, DUD-E,RandomForest,src,Enrichment factor 1%,71.81304347826087, DUD-E,RandomForest,src,Enrichment factor 5%,17.035695850704784, DUD-E,RandomForest,src,RIE,15.173930788686567, DUD-E,RandomForest,src,AUPRC,0.8161059209856178, DUD-E,RandomForest,src,accuracy,0.9910918227501142, DUD-E,RandomForest,src,F1 score,0.4868421052631579, DUD-E,RandomForest,src,recall,0.3217391304347826, DUD-E,RandomForest,src,precision,1.0, DUD-E,RandomForest,src,MCC,0.564677659018553, DUD-E,LogisticRegression,src,AUROC,0.979646075585052, DUD-E,LogisticRegression,src,BEDROC,0.8822281286188676, DUD-E,LogisticRegression,src,Enrichment factor 1%,67.48695652173913, DUD-E,LogisticRegression,src,Enrichment factor 5%,17.209529481834426, DUD-E,LogisticRegression,src,RIE,15.517407746583842, DUD-E,LogisticRegression,src,AUPRC,0.8175288276939249, DUD-E,LogisticRegression,src,accuracy,0.9941754225673823, DUD-E,LogisticRegression,src,F1 score,0.7301587301587301, DUD-E,LogisticRegression,src,recall,0.6, DUD-E,LogisticRegression,src,precision,0.9324324324324325, DUD-E,LogisticRegression,src,MCC,0.7454823905296502, 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,0.8693629461163412, DUD-E,LightGBM_Ranker,src,BEDROC,0.6928896263039048, DUD-E,LightGBM_Ranker,src,Enrichment factor 1%,52.778260869565216, DUD-E,LightGBM_Ranker,src,Enrichment factor 5%,13.55902322811197, DUD-E,LightGBM_Ranker,src,RIE,12.187154903453457, DUD-E,LightGBM_Ranker,src,AUPRC,0.57014146531497, DUD-E,LightGBM_Ranker,src,accuracy,0.510164458656921, DUD-E,LightGBM_Ranker,src,F1 score,0.04540396171822836, DUD-E,LightGBM_Ranker,src,recall,0.8869565217391304, DUD-E,LightGBM_Ranker,src,precision,0.023298309730470534, DUD-E,LightGBM_Ranker,src,MCC,0.08928100779644876, WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.009993063575624775, WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6189170342279917, WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.11054146130927997, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,4.762358574810955, WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.4715803467694792, WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006751083708349259, WELQRATE,LightGBM_Ranker,AID1798,MCC,0.01691845060887958, WELQRATE,LightGBM_Ranker,AID1798,RIE,2.1557603555841958, WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5008565310492505, WELQRATE,LightGBM_Ranker,AID1798,precision,0.0033931806951078896, WELQRATE,LightGBM_Ranker,AID1798,recall,0.6680265722994359, WELQRATE,LogisticRegression,AID1798,AUPRC,0.014104968361919809, WELQRATE,LogisticRegression,AID1798,AUROC,0.7046884487135552, WELQRATE,LogisticRegression,AID1798,BEDROC,0.21387962378777048, WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,9.72028381393412, WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.226918981091484, WELQRATE,LogisticRegression,AID1798,F1 score,0.0, WELQRATE,LogisticRegression,AID1798,MCC,0.0, WELQRATE,LogisticRegression,AID1798,RIE,4.1712040693203685, WELQRATE,LogisticRegression,AID1798,accuracy,0.9974633503541426, WELQRATE,LogisticRegression,AID1798,precision,0.0, WELQRATE,LogisticRegression,AID1798,recall,0.0, WELQRATE,RandomForest,AID1798,AUPRC,0.01519217304891822, WELQRATE,RandomForest,AID1798,AUROC,0.6147744892504785, WELQRATE,RandomForest,AID1798,BEDROC,0.19142427311788285, WELQRATE,RandomForest,AID1798,Enrichment factor 1%,5.1212745975262255, WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.810739842560939, WELQRATE,RandomForest,AID1798,F1 score,0.0, WELQRATE,RandomForest,AID1798,MCC,-0.0002682376850856284, WELQRATE,RandomForest,AID1798,RIE,3.734005050551434, WELQRATE,RandomForest,AID1798,accuracy,0.9974139351013014, 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,0.023631506369737803, WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7458036081021253, WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.3079783613338588, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,18.71469898951176, WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,7.021581476171117, WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0018432484026134923, WELQRATE,LightGBM_Ranker,AID1843,MCC,0.014195575676483283, WELQRATE,LightGBM_Ranker,AID1843,RIE,6.123354383894451, WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.500346884972943, WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009227188413626514, WELQRATE,LightGBM_Ranker,AID1843,recall,0.7950768049155146, WELQRATE,LogisticRegression,AID1843,AUPRC,0.0282492207582695, WELQRATE,LogisticRegression,AID1843,AUROC,0.8859567094996615, WELQRATE,LogisticRegression,AID1843,BEDROC,0.4194094687385766, WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,24.61424183032636, WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.510789222766935, WELQRATE,LogisticRegression,AID1843,F1 score,0.0, WELQRATE,LogisticRegression,AID1843,MCC,0.0, WELQRATE,LogisticRegression,AID1843,RIE,8.339380921102336, WELQRATE,LogisticRegression,AID1843,accuracy,0.9994207020951853, WELQRATE,LogisticRegression,AID1843,precision,0.0, WELQRATE,LogisticRegression,AID1843,recall,0.0, WELQRATE,RandomForest,AID1843,AUPRC,0.006629033140921751, WELQRATE,RandomForest,AID1843,AUROC,0.6762298627476563, WELQRATE,RandomForest,AID1843,BEDROC,0.4214338128534341, WELQRATE,RandomForest,AID1843,Enrichment factor 1%,21.581482026939845, WELQRATE,RandomForest,AID1843,Enrichment factor 5%,8.725702880686063, WELQRATE,RandomForest,AID1843,F1 score,0.0, WELQRATE,RandomForest,AID1843,MCC,-6.179423788930324e-05, WELQRATE,RandomForest,AID1843,RIE,8.379629547390941, 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,0.013798327351538664, WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6568826334748464, WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.151307872816523, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,8.517474166496678, WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.801268496755592, WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0026244463078480946, WELQRATE,LightGBM_Ranker,AID2258,MCC,0.014067357876160785, WELQRATE,LightGBM_Ranker,AID2258,RIE,2.999391422435441, WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5004376026982618, WELQRATE,LightGBM_Ranker,AID2258,precision,0.001314577721095418, WELQRATE,LightGBM_Ranker,AID2258,recall,0.7343615292270755, WELQRATE,LogisticRegression,AID2258,AUPRC,0.02233103974015068, WELQRATE,LogisticRegression,AID2258,AUROC,0.8056072215680038, WELQRATE,LogisticRegression,AID2258,BEDROC,0.36145320652916607, WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,22.01852857205058, WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.210553511136514, WELQRATE,LogisticRegression,AID2258,F1 score,0.0, WELQRATE,LogisticRegression,AID2258,MCC,-4.238715220705624e-05, WELQRATE,LogisticRegression,AID2258,RIE,7.164841359113145, WELQRATE,LogisticRegression,AID2258,accuracy,0.9990971201245351, WELQRATE,LogisticRegression,AID2258,precision,0.0, WELQRATE,LogisticRegression,AID2258,recall,0.0, WELQRATE,RandomForest,AID2258,AUPRC,0.054872923410052385, WELQRATE,RandomForest,AID2258,AUROC,0.6946478456473386, WELQRATE,RandomForest,AID2258,BEDROC,0.4024575633437726, WELQRATE,RandomForest,AID2258,Enrichment factor 1%,24.35874850617808, WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.058998940767804, WELQRATE,RandomForest,AID2258,F1 score,0.013793103448275862, WELQRATE,RandomForest,AID2258,MCC,0.03777879136734528, WELQRATE,RandomForest,AID2258,RIE,7.977631389631236, WELQRATE,RandomForest,AID2258,accuracy,0.9991144166738735, WELQRATE,RandomForest,AID2258,precision,0.2, WELQRATE,RandomForest,AID2258,recall,0.007142857142857143, 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,0.00471874541961823, WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7739744189005648, WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.2631742396278974, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,15.09525177887247, WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,5.917058018609742, WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0012208928232724384, WELQRATE,LightGBM_Ranker,AID2689,MCC,0.0132326942019172, WELQRATE,LightGBM_Ranker,AID2689,RIE,5.244370427325497, WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002611051810494, WELQRATE,LightGBM_Ranker,AID2689,precision,0.000610897625381811, WELQRATE,LightGBM_Ranker,AID2689,recall,0.8482807017543859, WELQRATE,LogisticRegression,AID2689,AUPRC,0.027089316599447733, WELQRATE,LogisticRegression,AID2689,AUROC,0.905808328969895, WELQRATE,LogisticRegression,AID2689,BEDROC,0.47739395828106373, WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,26.208374384236453, WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,11.264338259441708, WELQRATE,LogisticRegression,AID2689,F1 score,0.0, WELQRATE,LogisticRegression,AID2689,MCC,0.0, WELQRATE,LogisticRegression,AID2689,RIE,9.513421997778972, WELQRATE,LogisticRegression,AID2689,accuracy,0.9996420067329008, WELQRATE,LogisticRegression,AID2689,precision,0.0, WELQRATE,LogisticRegression,AID2689,recall,0.0, WELQRATE,RandomForest,AID2689,AUPRC,0.02773522514318714, WELQRATE,RandomForest,AID2689,AUROC,0.7382306311922633, WELQRATE,RandomForest,AID2689,BEDROC,0.5913814442872132, WELQRATE,RandomForest,AID2689,Enrichment factor 1%,42.55352353585112, WELQRATE,RandomForest,AID2689,Enrichment factor 5%,10.43545894909688, WELQRATE,RandomForest,AID2689,F1 score,0.0, WELQRATE,RandomForest,AID2689,MCC,0.0, WELQRATE,RandomForest,AID2689,RIE,11.784910414495744, 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,0.001333348009601132, WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6295726017009458, WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.10682208596376366, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,3.2682710970425584, WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.474905214598998, WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0015453871312897276, WELQRATE,LightGBM_Ranker,AID435008,MCC,0.008660788773881786, WELQRATE,LightGBM_Ranker,AID435008,RIE,2.124535770017027, WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001982708184359, WELQRATE,LightGBM_Ranker,AID435008,precision,0.000773581226028733, WELQRATE,LightGBM_Ranker,AID435008,recall,0.6897994391802441, WELQRATE,LogisticRegression,AID435008,AUPRC,0.02335669184632457, WELQRATE,LogisticRegression,AID435008,AUROC,0.8410917668785729, WELQRATE,LogisticRegression,AID435008,BEDROC,0.3643682252920966, WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,19.356026446632978, WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.47020625982302, WELQRATE,LogisticRegression,AID435008,F1 score,0.0, WELQRATE,LogisticRegression,AID435008,MCC,0.0, WELQRATE,LogisticRegression,AID435008,RIE,7.246572216733159, WELQRATE,LogisticRegression,AID435008,accuracy,0.9994246895924072, WELQRATE,LogisticRegression,AID435008,precision,0.0, WELQRATE,LogisticRegression,AID435008,recall,0.0, WELQRATE,RandomForest,AID435008,AUPRC,0.03257183658463057, WELQRATE,RandomForest,AID435008,AUROC,0.6657921142895004, WELQRATE,RandomForest,AID435008,BEDROC,0.42117524853452715, WELQRATE,RandomForest,AID435008,Enrichment factor 1%,26.139973248494222, WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.248106731002801, WELQRATE,RandomForest,AID435008,F1 score,0.0, WELQRATE,RandomForest,AID435008,MCC,0.0, WELQRATE,RandomForest,AID435008,RIE,8.375582300492223, WELQRATE,RandomForest,AID435008,accuracy,0.9994246895924072, 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,0.02197958112514453, WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.8070029132993131, WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.21258649208688934, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,8.558687361267312, WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,4.1725477929307475, WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.0054168826262979445, WELQRATE,LightGBM_Ranker,AID435034,MCC,0.03177207588193635, WELQRATE,LightGBM_Ranker,AID435034,RIE,4.184054933173446, WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5012838565393853, WELQRATE,LightGBM_Ranker,AID435034,precision,0.0027171464447229903, WELQRATE,LightGBM_Ranker,AID435034,recall,0.9229550159984943, WELQRATE,LogisticRegression,AID435034,AUPRC,0.006395253399185193, WELQRATE,LogisticRegression,AID435034,AUROC,0.7936747064901496, WELQRATE,LogisticRegression,AID435034,BEDROC,0.1993481772347147, WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,4.5180344173732605, WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,4.12547050239967, WELQRATE,LogisticRegression,AID435034,F1 score,0.0, WELQRATE,LogisticRegression,AID435034,MCC,0.0, WELQRATE,LogisticRegression,AID435034,RIE,3.928542498700982, WELQRATE,LogisticRegression,AID435034,accuracy,0.9985090698252298, WELQRATE,LogisticRegression,AID435034,precision,0.0, WELQRATE,LogisticRegression,AID435034,recall,0.0, WELQRATE,RandomForest,AID435034,AUPRC,0.045547248502406115, WELQRATE,RandomForest,AID435034,AUROC,0.6842233680014216, WELQRATE,RandomForest,AID435034,BEDROC,0.3389826853751522, WELQRATE,RandomForest,AID435034,Enrichment factor 1%,18.861763935748847, WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.5719094985061, WELQRATE,RandomForest,AID435034,F1 score,0.0, WELQRATE,RandomForest,AID435034,MCC,-0.00012749329450337235, WELQRATE,RandomForest,AID435034,RIE,6.6788380263465, 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,0.031317191228522494, WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6988503475141371, WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1740504977229254, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,6.7461393323536685, WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.468497566694333, WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.020142051516402908, WELQRATE,LightGBM_Ranker,AID463087,MCC,0.04528097773191515, WELQRATE,LightGBM_Ranker,AID463087,RIE,3.259356801767608, WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5037114479874543, WELQRATE,LightGBM_Ranker,AID463087,precision,0.010204438919474512, WELQRATE,LightGBM_Ranker,AID463087,recall,0.7773500673839657, WELQRATE,LogisticRegression,AID463087,AUPRC,0.22723490428357912, WELQRATE,LogisticRegression,AID463087,AUROC,0.9186613659281212, WELQRATE,LogisticRegression,AID463087,BEDROC,0.5481823486977881, WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,33.47544010088573, WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.840807602614237, WELQRATE,LogisticRegression,AID463087,F1 score,0.11808554706387524, WELQRATE,LogisticRegression,AID463087,MCC,0.21578072485068428, WELQRATE,LogisticRegression,AID463087,RIE,10.276430380353368, WELQRATE,LogisticRegression,AID463087,accuracy,0.993758494511239, WELQRATE,LogisticRegression,AID463087,precision,0.7382284382284382, WELQRATE,LogisticRegression,AID463087,recall,0.06434612970206191, WELQRATE,RandomForest,AID463087,AUPRC,0.17592565755676642, WELQRATE,RandomForest,AID463087,AUROC,0.8536078853486858, WELQRATE,RandomForest,AID463087,BEDROC,0.49191491520088093, WELQRATE,RandomForest,AID463087,Enrichment factor 1%,28.08257908177823, WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.930883824322146, WELQRATE,RandomForest,AID463087,F1 score,0.040290989052436346, WELQRATE,RandomForest,AID463087,MCC,0.09931603451955898, WELQRATE,RandomForest,AID463087,RIE,9.221347356014714, WELQRATE,RandomForest,AID463087,accuracy,0.9935493988499738, WELQRATE,RandomForest,AID463087,precision,0.54, WELQRATE,RandomForest,AID463087,recall,0.021242061642061643, 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,0.01015500616907684, WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6511507364704116, WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.15476513547338264, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,6.451183095431972, WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,3.5220752645048834, WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005964045325899808, WELQRATE,LightGBM_Ranker,AID485290,MCC,0.01785184758396647, WELQRATE,LightGBM_Ranker,AID485290,RIE,3.0293872518523144, WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5008376460545271, WELQRATE,LightGBM_Ranker,AID485290,precision,0.002994949135661948, WELQRATE,LightGBM_Ranker,AID485290,recall,0.691905753184268, WELQRATE,LogisticRegression,AID485290,AUPRC,0.039685660368188144, WELQRATE,LogisticRegression,AID485290,AUROC,0.8100333718144423, WELQRATE,LogisticRegression,AID485290,BEDROC,0.39499055620807666, WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,23.943709091430286, WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.118677515335808, WELQRATE,LogisticRegression,AID485290,F1 score,0.0030534351145038168, WELQRATE,LogisticRegression,AID485290,MCC,0.01752102709816518, WELQRATE,LogisticRegression,AID485290,RIE,7.7309932774932735, WELQRATE,LogisticRegression,AID485290,accuracy,0.9978374148571023, WELQRATE,LogisticRegression,AID485290,precision,0.2, WELQRATE,LogisticRegression,AID485290,recall,0.0015384615384615385, WELQRATE,RandomForest,AID485290,AUPRC,0.06580575549793174, WELQRATE,RandomForest,AID485290,AUROC,0.7393966487853791, WELQRATE,RandomForest,AID485290,BEDROC,0.4007599402449899, WELQRATE,RandomForest,AID485290,Enrichment factor 1%,25.08679461450243, WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.371732425029638, WELQRATE,RandomForest,AID485290,F1 score,0.0032520325203252037, WELQRATE,RandomForest,AID485290,MCC,0.012719876174124522, WELQRATE,RandomForest,AID485290,RIE,7.844094312855175, WELQRATE,RandomForest,AID485290,accuracy,0.9978231873232672, 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,0.006352699693196388, WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5697249879348164, WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.06793268144688074, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,1.878244820578671, WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.5871173840320847, WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0021170132566348645, WELQRATE,LightGBM_Ranker,AID488997,MCC,0.005935982682830333, WELQRATE,LightGBM_Ranker,AID488997,RIE,1.3467641533921682, WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5001732681844959, WELQRATE,LightGBM_Ranker,AID488997,precision,0.0010604012891152926, WELQRATE,LightGBM_Ranker,AID488997,recall,0.6019777412880861, WELQRATE,LogisticRegression,AID488997,AUPRC,0.03091304298488608, WELQRATE,LogisticRegression,AID488997,AUROC,0.7968526471091784, WELQRATE,LogisticRegression,AID488997,BEDROC,0.3185858561895378, WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,18.452324313946782, WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,7.136641757331413, WELQRATE,LogisticRegression,AID488997,F1 score,0.0, WELQRATE,LogisticRegression,AID488997,MCC,0.0, WELQRATE,LogisticRegression,AID488997,RIE,6.315373257905454, WELQRATE,LogisticRegression,AID488997,accuracy,0.9991128668953806, WELQRATE,LogisticRegression,AID488997,precision,0.0, WELQRATE,LogisticRegression,AID488997,recall,0.0, WELQRATE,RandomForest,AID488997,AUPRC,0.0836597416784408, WELQRATE,RandomForest,AID488997,AUROC,0.6975349077540367, WELQRATE,RandomForest,AID488997,BEDROC,0.43349579791515624, WELQRATE,RandomForest,AID488997,Enrichment factor 1%,28.397232246587116, WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.734069034831284, WELQRATE,RandomForest,AID488997,F1 score,0.06062778502983932, WELQRATE,RandomForest,AID488997,MCC,0.1660178408346888, WELQRATE,RandomForest,AID488997,RIE,8.593234572835193, WELQRATE,RandomForest,AID488997,accuracy,0.9991371244412101, WELQRATE,RandomForest,AID488997,precision,0.9, WELQRATE,RandomForest,AID488997,recall,0.03146352471216355, 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,