diff --git "a/baselines/ECFP8.csv" "b/baselines/ECFP8.csv" new file mode 100644--- /dev/null +++ "b/baselines/ECFP8.csv" @@ -0,0 +1,9766 @@ +benchmark,model,target,metric,score,seed +MUV,RandomForest,MUV-466,AUROC,0.5820505896120263, +MUV,RandomForest,MUV-466,BEDROC,0.1917093379716391, +MUV,RandomForest,MUV-466,Enrichment factor 1%,16.267543859649123, +MUV,RandomForest,MUV-466,Enrichment factor 5%,3.3234767025089607, +MUV,RandomForest,MUV-466,RIE,3.77282521070639, +MUV,RandomForest,MUV-466,AUPRC,0.04324355917581637, +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,0.6067152759024215, +MUV,LogisticRegression,MUV-466,BEDROC,0.29645776772397203, +MUV,LogisticRegression,MUV-466,Enrichment factor 1%,16.267543859649123, +MUV,LogisticRegression,MUV-466,Enrichment factor 5%,6.646953405017921, +MUV,LogisticRegression,MUV-466,RIE,5.834266329559501, +MUV,LogisticRegression,MUV-466,AUPRC,0.09118608132627645, +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,0.5959582320640922, +MUV,SimilaritySearch_Mean,MUV-466,BEDROC,0.06511284798521255, +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,1.281415930609917, +MUV,SimilaritySearch_Mean,MUV-466,AUPRC,0.0032393784926246687, +MUV,SimilaritySearch_Max,MUV-466,AUROC,0.533283823926546, +MUV,SimilaritySearch_Max,MUV-466,BEDROC,0.2982363771558264, +MUV,SimilaritySearch_Max,MUV-466,Enrichment factor 1%,16.267543859649123, +MUV,SimilaritySearch_Max,MUV-466,Enrichment factor 5%,6.646953405017921, +MUV,SimilaritySearch_Max,MUV-466,RIE,5.86926922770197, +MUV,SimilaritySearch_Max,MUV-466,AUPRC,0.0327044834011686, +MUV,LightGBM_Ranker,MUV-466,AUROC,0.7191916464128185, +MUV,LightGBM_Ranker,MUV-466,BEDROC,0.3170665568464376, +MUV,LightGBM_Ranker,MUV-466,Enrichment factor 1%,16.267543859649123, +MUV,LightGBM_Ranker,MUV-466,Enrichment factor 5%,9.970430107526882, +MUV,LightGBM_Ranker,MUV-466,RIE,6.239845729721124, +MUV,LightGBM_Ranker,MUV-466,AUPRC,0.062448843375113666, +MUV,LightGBM_Ranker,MUV-466,accuracy,0.5012132650310057, +MUV,LightGBM_Ranker,MUV-466,F1 score,0.005376344086021506, +MUV,LightGBM_Ranker,MUV-466,recall,0.8333333333333334, +MUV,LightGBM_Ranker,MUV-466,precision,0.002696871628910464, +MUV,LightGBM_Ranker,MUV-466,MCC,0.026846218989952153, +MUV,RandomForest,MUV-548,AUROC,0.7534392973729209, +MUV,RandomForest,MUV-548,BEDROC,0.4261393509533574, +MUV,RandomForest,MUV-548,Enrichment factor 1%,42.66023166023166, +MUV,RandomForest,MUV-548,Enrichment factor 5%,8.532046332046331, +MUV,RandomForest,MUV-548,RIE,8.362834024531423, +MUV,RandomForest,MUV-548,AUPRC,0.06993109848630444, +MUV,RandomForest,MUV-548,accuracy,0.9980993755090959, +MUV,RandomForest,MUV-548,F1 score,0.0, +MUV,RandomForest,MUV-548,recall,0.0, +MUV,RandomForest,MUV-548,precision,0.0, +MUV,RandomForest,MUV-548,MCC,0.0, +MUV,LogisticRegression,MUV-548,AUROC,0.7832659723301725, +MUV,LogisticRegression,MUV-548,BEDROC,0.45327352621873174, +MUV,LogisticRegression,MUV-548,Enrichment factor 1%,42.66023166023166, +MUV,LogisticRegression,MUV-548,Enrichment factor 5%,8.532046332046331, +MUV,LogisticRegression,MUV-548,RIE,8.895332613289124, +MUV,LogisticRegression,MUV-548,AUPRC,0.0735167049385025, +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,0.724078967822167, +MUV,SimilaritySearch_Mean,MUV-548,BEDROC,0.19143483397852715, +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,3.7568409238809384, +MUV,SimilaritySearch_Mean,MUV-548,AUPRC,0.0164273057448439, +MUV,SimilaritySearch_Max,MUV-548,AUROC,0.7356793098087984, +MUV,SimilaritySearch_Max,MUV-548,BEDROC,0.20298177765535083, +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,3.98344560790904, +MUV,SimilaritySearch_Max,MUV-548,AUPRC,0.03313264253245511, +MUV,LightGBM_Ranker,MUV-548,AUROC,0.791932224467589, +MUV,LightGBM_Ranker,MUV-548,BEDROC,0.42012764477350595, +MUV,LightGBM_Ranker,MUV-548,Enrichment factor 1%,28.44015444015444, +MUV,LightGBM_Ranker,MUV-548,Enrichment factor 5%,11.376061776061777, +MUV,LightGBM_Ranker,MUV-548,RIE,8.24485641786055, +MUV,LightGBM_Ranker,MUV-548,AUPRC,0.033302789240600886, +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,0.5631075511315032, +MUV,RandomForest,MUV-600,BEDROC,0.2145211812147293, +MUV,RandomForest,MUV-600,Enrichment factor 1%,14.212355212355211, +MUV,RandomForest,MUV-600,Enrichment factor 5%,5.684942084942085, +MUV,RandomForest,MUV-600,RIE,4.209859121226305, +MUV,RandomForest,MUV-600,AUPRC,0.14489619447015853, +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,0.7093864219612722, +MUV,LogisticRegression,MUV-600,BEDROC,0.22034146172762648, +MUV,LogisticRegression,MUV-600,Enrichment factor 1%,14.212355212355211, +MUV,LogisticRegression,MUV-600,Enrichment factor 5%,5.684942084942085, +MUV,LogisticRegression,MUV-600,RIE,4.3240788948729865, +MUV,LogisticRegression,MUV-600,AUPRC,0.14778812738097155, +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,0.6591881172719496, +MUV,SimilaritySearch_Mean,MUV-600,BEDROC,0.27324980906651714, +MUV,SimilaritySearch_Mean,MUV-600,Enrichment factor 1%,14.212355212355211, +MUV,SimilaritySearch_Mean,MUV-600,Enrichment factor 5%,5.684942084942085, +MUV,SimilaritySearch_Mean,MUV-600,RIE,5.362375836691679, +MUV,SimilaritySearch_Mean,MUV-600,AUPRC,0.018081611649052646, +MUV,SimilaritySearch_Max,MUV-600,AUROC,0.6555719729372423, +MUV,SimilaritySearch_Max,MUV-600,BEDROC,0.2432369971564827, +MUV,SimilaritySearch_Max,MUV-600,Enrichment factor 1%,14.212355212355211, +MUV,SimilaritySearch_Max,MUV-600,Enrichment factor 5%,5.684942084942085, +MUV,SimilaritySearch_Max,MUV-600,RIE,4.773391066066225, +MUV,SimilaritySearch_Max,MUV-600,AUPRC,0.07663972843298811, +MUV,LightGBM_Ranker,MUV-600,AUROC,0.7469476631153278, +MUV,LightGBM_Ranker,MUV-600,BEDROC,0.19185083564011723, +MUV,LightGBM_Ranker,MUV-600,Enrichment factor 1%,14.212355212355211, +MUV,LightGBM_Ranker,MUV-600,Enrichment factor 5%,2.8424710424710424, +MUV,LightGBM_Ranker,MUV-600,RIE,3.7649661758972344, +MUV,LightGBM_Ranker,MUV-600,AUPRC,0.1473121364204333, +MUV,LightGBM_Ranker,MUV-600,accuracy,0.5014941591958707, +MUV,LightGBM_Ranker,MUV-600,F1 score,0.006497022198159177, +MUV,LightGBM_Ranker,MUV-600,recall,0.8571428571428571, +MUV,LightGBM_Ranker,MUV-600,precision,0.003260869565217391, +MUV,LightGBM_Ranker,MUV-600,MCC,0.03119008575410242, +MUV,RandomForest,MUV-644,AUROC,0.7716948621553885, +MUV,RandomForest,MUV-644,BEDROC,0.48061891174582844, +MUV,RandomForest,MUV-644,Enrichment factor 1%,42.335907335907336, +MUV,RandomForest,MUV-644,Enrichment factor 5%,8.559718969555036, +MUV,RandomForest,MUV-644,RIE,9.430611647617738, +MUV,RandomForest,MUV-644,AUPRC,0.06032126875724813, +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,0.7855184837092732, +MUV,LogisticRegression,MUV-644,BEDROC,0.47482294234222405, +MUV,LogisticRegression,MUV-644,Enrichment factor 1%,42.335907335907336, +MUV,LogisticRegression,MUV-644,Enrichment factor 5%,8.559718969555036, +MUV,LogisticRegression,MUV-644,RIE,9.31688425365241, +MUV,LogisticRegression,MUV-644,AUPRC,0.05022085135521109, +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,0.556312656641604, +MUV,SimilaritySearch_Mean,MUV-644,BEDROC,0.10964498753355265, +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,2.1514328438931676, +MUV,SimilaritySearch_Mean,MUV-644,AUPRC,0.004211327350029657, +MUV,SimilaritySearch_Max,MUV-644,AUROC,0.6810972744360902, +MUV,SimilaritySearch_Max,MUV-644,BEDROC,0.3320702198345484, +MUV,SimilaritySearch_Max,MUV-644,Enrichment factor 1%,14.111969111969113, +MUV,SimilaritySearch_Max,MUV-644,Enrichment factor 5%,8.559718969555036, +MUV,SimilaritySearch_Max,MUV-644,RIE,6.515817860486593, +MUV,SimilaritySearch_Max,MUV-644,AUPRC,0.03982802833975522, +MUV,LightGBM_Ranker,MUV-644,AUROC,0.7635494987468671, +MUV,LightGBM_Ranker,MUV-644,BEDROC,0.3480200825422405, +MUV,LightGBM_Ranker,MUV-644,Enrichment factor 1%,0.0, +MUV,LightGBM_Ranker,MUV-644,Enrichment factor 5%,11.41295862607338, +MUV,LightGBM_Ranker,MUV-644,RIE,6.828782990827438, +MUV,LightGBM_Ranker,MUV-644,AUPRC,0.01687973829737647, +MUV,LightGBM_Ranker,MUV-644,accuracy,0.5015047879616963, +MUV,LightGBM_Ranker,MUV-644,F1 score,0.006543075245365322, +MUV,LightGBM_Ranker,MUV-644,recall,0.8571428571428571, +MUV,LightGBM_Ranker,MUV-644,precision,0.003284072249589491, +MUV,LightGBM_Ranker,MUV-644,MCC,0.03130112196137873, +MUV,RandomForest,MUV-652,AUROC,0.8090179051717514, +MUV,RandomForest,MUV-652,BEDROC,0.41710997478891404, +MUV,RandomForest,MUV-652,Enrichment factor 1%,14.003759398496241, +MUV,RandomForest,MUV-652,Enrichment factor 5%,8.537051184110007, +MUV,RandomForest,MUV-652,RIE,8.187379017543606, +MUV,RandomForest,MUV-652,AUPRC,0.05729713544119851, +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,0.74298778144932, +MUV,LogisticRegression,MUV-652,BEDROC,0.3060479992862591, +MUV,LogisticRegression,MUV-652,Enrichment factor 1%,14.003759398496241, +MUV,LogisticRegression,MUV-652,Enrichment factor 5%,8.537051184110007, +MUV,LogisticRegression,MUV-652,RIE,6.00736286311788, +MUV,LogisticRegression,MUV-652,AUPRC,0.04417375728119309, +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,0.6322139399062476, +MUV,SimilaritySearch_Mean,MUV-652,BEDROC,0.18233017401668183, +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,3.5789272400575802, +MUV,SimilaritySearch_Mean,MUV-652,AUPRC,0.006788001503339085, +MUV,SimilaritySearch_Max,MUV-652,AUROC,0.6675439944670715, +MUV,SimilaritySearch_Max,MUV-652,BEDROC,0.30526842306155916, +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,5.992060697315765, +MUV,SimilaritySearch_Max,MUV-652,AUPRC,0.09125908377101172, +MUV,LightGBM_Ranker,MUV-652,AUROC,0.7162837162837163, +MUV,LightGBM_Ranker,MUV-652,BEDROC,0.3754244040791505, +MUV,LightGBM_Ranker,MUV-652,Enrichment factor 1%,28.007518796992482, +MUV,LightGBM_Ranker,MUV-652,Enrichment factor 5%,8.537051184110007, +MUV,LightGBM_Ranker,MUV-652,RIE,7.369140217608266, +MUV,LightGBM_Ranker,MUV-652,AUPRC,0.03447763049112307, +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,0.6051723461825026, +MUV,RandomForest,MUV-689,BEDROC,0.22990284514135848, +MUV,RandomForest,MUV-689,Enrichment factor 1%,14.092664092664092, +MUV,RandomForest,MUV-689,Enrichment factor 5%,5.698672911787666, +MUV,RandomForest,MUV-689,RIE,4.510991742607326, +MUV,RandomForest,MUV-689,AUPRC,0.03834332800328599, +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,0.6260146660915258, +MUV,LogisticRegression,MUV-689,BEDROC,0.2862634997543325, +MUV,LogisticRegression,MUV-689,Enrichment factor 1%,28.185328185328185, +MUV,LogisticRegression,MUV-689,Enrichment factor 5%,5.698672911787666, +MUV,LogisticRegression,MUV-689,RIE,5.616860811092551, +MUV,LogisticRegression,MUV-689,AUPRC,0.15738365416358965, +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,0.6080153719461983, +MUV,SimilaritySearch_Mean,MUV-689,BEDROC,0.20211179798095918, +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,3.9656953892107305, +MUV,SimilaritySearch_Mean,MUV-689,AUPRC,0.03940596185284923, +MUV,SimilaritySearch_Max,MUV-689,AUROC,0.6428767499313752, +MUV,SimilaritySearch_Max,MUV-689,BEDROC,0.30973698795229465, +MUV,SimilaritySearch_Max,MUV-689,Enrichment factor 1%,28.185328185328185, +MUV,SimilaritySearch_Max,MUV-689,Enrichment factor 5%,5.698672911787666, +MUV,SimilaritySearch_Max,MUV-689,RIE,6.077441063501539, +MUV,SimilaritySearch_Max,MUV-689,AUPRC,0.024940413042180858, +MUV,LightGBM_Ranker,MUV-689,AUROC,0.5171169758048704, +MUV,LightGBM_Ranker,MUV-689,BEDROC,0.25583174310473983, +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,5.019750316021985, +MUV,LightGBM_Ranker,MUV-689,AUPRC,0.0765058679998672, +MUV,LightGBM_Ranker,MUV-689,accuracy,0.4997260273972603, +MUV,LightGBM_Ranker,MUV-689,F1 score,0.0032751091703056767, +MUV,LightGBM_Ranker,MUV-689,recall,0.42857142857142855, +MUV,LightGBM_Ranker,MUV-689,precision,0.0016438356164383563, +MUV,LightGBM_Ranker,MUV-689,MCC,-0.006262120125386137, +MUV,RandomForest,MUV-692,AUROC,0.6082085174611864, +MUV,RandomForest,MUV-692,BEDROC,0.2222857491923791, +MUV,RandomForest,MUV-692,Enrichment factor 1%,14.13127413127413, +MUV,RandomForest,MUV-692,Enrichment factor 5%,5.714285714285714, +MUV,RandomForest,MUV-692,RIE,4.361761538390186, +MUV,RandomForest,MUV-692,AUPRC,0.018478547690331075, +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,0.4322865746353291, +MUV,LogisticRegression,MUV-692,BEDROC,0.14209026551595258, +MUV,LogisticRegression,MUV-692,Enrichment factor 1%,14.13127413127413, +MUV,LogisticRegression,MUV-692,Enrichment factor 5%,2.857142857142857, +MUV,LogisticRegression,MUV-692,RIE,2.7881403136675997, +MUV,LogisticRegression,MUV-692,AUPRC,0.03010551623390931, +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,0.44605216847209733, +MUV,SimilaritySearch_Mean,MUV-692,BEDROC,0.13730959490208725, +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,2.694332478094966, +MUV,SimilaritySearch_Mean,MUV-692,AUPRC,0.005281302285785859, +MUV,SimilaritySearch_Max,MUV-692,AUROC,0.4864690469672676, +MUV,SimilaritySearch_Max,MUV-692,BEDROC,0.13516683643415467, +MUV,SimilaritySearch_Max,MUV-692,Enrichment factor 1%,14.13127413127413, +MUV,SimilaritySearch_Max,MUV-692,Enrichment factor 5%,2.857142857142857, +MUV,SimilaritySearch_Max,MUV-692,RIE,2.6522865915934557, +MUV,SimilaritySearch_Max,MUV-692,AUPRC,0.006265269695321265, +MUV,LightGBM_Ranker,MUV-692,AUROC,0.3067537444761644, +MUV,LightGBM_Ranker,MUV-692,BEDROC,0.07414898551126252, +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,1.4549749613445497, +MUV,LightGBM_Ranker,MUV-692,AUPRC,0.0024155431586102795, +MUV,LightGBM_Ranker,MUV-692,accuracy,0.49863387978142076, +MUV,LightGBM_Ranker,MUV-692,F1 score,0.0010887316276537834, +MUV,LightGBM_Ranker,MUV-692,recall,0.14285714285714285, +MUV,LightGBM_Ranker,MUV-692,precision,0.000546448087431694, +MUV,LightGBM_Ranker,MUV-692,MCC,-0.03126771524777473, +MUV,RandomForest,MUV-712,AUROC,0.7639380091396781, +MUV,RandomForest,MUV-712,BEDROC,0.496311753634825, +MUV,RandomForest,MUV-712,Enrichment factor 1%,41.722007722007724, +MUV,RandomForest,MUV-712,Enrichment factor 5%,11.371744277821625, +MUV,RandomForest,MUV-712,RIE,9.735807264503972, +MUV,RandomForest,MUV-712,AUPRC,0.2141322755370568, +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,0.9029604609576792, +MUV,LogisticRegression,MUV-712,BEDROC,0.5129456550374448, +MUV,LogisticRegression,MUV-712,Enrichment factor 1%,41.722007722007724, +MUV,LogisticRegression,MUV-712,Enrichment factor 5%,11.371744277821625, +MUV,LogisticRegression,MUV-712,RIE,10.062103098175934, +MUV,LogisticRegression,MUV-712,AUPRC,0.20661844132451077, +MUV,LogisticRegression,MUV-712,accuracy,0.9980566352026652, +MUV,LogisticRegression,MUV-712,F1 score,0.0, +MUV,LogisticRegression,MUV-712,recall,0.0, +MUV,LogisticRegression,MUV-712,precision,0.0, +MUV,LogisticRegression,MUV-712,MCC,0.0, +MUV,SimilaritySearch_Mean,MUV-712,AUROC,0.6567454798331015, +MUV,SimilaritySearch_Mean,MUV-712,BEDROC,0.2682638990153834, +MUV,SimilaritySearch_Mean,MUV-712,Enrichment factor 1%,13.907335907335908, +MUV,SimilaritySearch_Mean,MUV-712,Enrichment factor 5%,8.52880820836622, +MUV,SimilaritySearch_Mean,MUV-712,RIE,5.262348931485762, +MUV,SimilaritySearch_Mean,MUV-712,AUPRC,0.053839994743915834, +MUV,SimilaritySearch_Max,MUV-712,AUROC,0.7061394794357242, +MUV,SimilaritySearch_Max,MUV-712,BEDROC,0.2834792194752318, +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,5.560817435889086, +MUV,SimilaritySearch_Max,MUV-712,AUPRC,0.1645431597928924, +MUV,LightGBM_Ranker,MUV-712,AUROC,0.8786409696006359, +MUV,LightGBM_Ranker,MUV-712,BEDROC,0.5412358721592616, +MUV,LightGBM_Ranker,MUV-712,Enrichment factor 1%,55.62934362934363, +MUV,LightGBM_Ranker,MUV-712,Enrichment factor 5%,11.371744277821625, +MUV,LightGBM_Ranker,MUV-712,RIE,10.61705288157853, +MUV,LightGBM_Ranker,MUV-712,AUPRC,0.2141158128673413, +MUV,LightGBM_Ranker,MUV-712,accuracy,0.5019433647973348, +MUV,LightGBM_Ranker,MUV-712,F1 score,0.007743362831858407, +MUV,LightGBM_Ranker,MUV-712,recall,1.0, +MUV,LightGBM_Ranker,MUV-712,precision,0.003886729594669628, +MUV,LightGBM_Ranker,MUV-712,MCC,0.044126509241073024, +MUV,RandomForest,MUV-713,AUROC,0.40186050102288956, +MUV,RandomForest,MUV-713,BEDROC,0.14471620022029702, +MUV,RandomForest,MUV-713,Enrichment factor 1%,13.93984962406015, +MUV,RandomForest,MUV-713,Enrichment factor 5%,2.847926267281106, +MUV,RandomForest,MUV-713,RIE,2.8403659200399587, +MUV,RandomForest,MUV-713,AUPRC,0.0730466944059177, +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,0.7488323619099084, +MUV,LogisticRegression,MUV-713,BEDROC,0.2883528232397733, +MUV,LogisticRegression,MUV-713,Enrichment factor 1%,13.93984962406015, +MUV,LogisticRegression,MUV-713,Enrichment factor 5%,5.695852534562212, +MUV,LogisticRegression,MUV-713,RIE,5.6595427795674205, +MUV,LogisticRegression,MUV-713,AUPRC,0.024934615425274143, +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,0.43501756282085924, +MUV,SimilaritySearch_Mean,MUV-713,BEDROC,0.10220202385927818, +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,2.0059340065118736, +MUV,SimilaritySearch_Mean,MUV-713,AUPRC,0.003675804024815689, +MUV,SimilaritySearch_Max,MUV-713,AUROC,0.4983209171266453, +MUV,SimilaritySearch_Max,MUV-713,BEDROC,0.15043174012577665, +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,2.952545651799937, +MUV,SimilaritySearch_Max,MUV-713,AUPRC,0.037638943181838226, +MUV,LightGBM_Ranker,MUV-713,AUROC,0.750144748523565, +MUV,LightGBM_Ranker,MUV-713,BEDROC,0.219418364551227, +MUV,LightGBM_Ranker,MUV-713,Enrichment factor 1%,13.93984962406015, +MUV,LightGBM_Ranker,MUV-713,Enrichment factor 5%,5.695852534562212, +MUV,LightGBM_Ranker,MUV-713,RIE,4.306556147930652, +MUV,LightGBM_Ranker,MUV-713,AUPRC,0.14782876168731418, +MUV,LightGBM_Ranker,MUV-713,accuracy,0.5013484358144552, +MUV,LightGBM_Ranker,MUV-713,F1 score,0.006448146157979581, +MUV,LightGBM_Ranker,MUV-713,recall,0.8571428571428571, +MUV,LightGBM_Ranker,MUV-713,precision,0.003236245954692557, +MUV,LightGBM_Ranker,MUV-713,MCC,0.031064290706539516, +MUV,RandomForest,MUV-733,AUROC,0.6725166725166726, +MUV,RandomForest,MUV-733,BEDROC,0.1414673939698075, +MUV,RandomForest,MUV-733,Enrichment factor 1%,0.0, +MUV,RandomForest,MUV-733,Enrichment factor 5%,2.8493788819875774, +MUV,RandomForest,MUV-733,RIE,2.776061876330152, +MUV,RandomForest,MUV-733,AUPRC,0.003671998215396216, +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,0.7296517296517298, +MUV,LogisticRegression,MUV-733,BEDROC,0.11398098519995772, +MUV,LogisticRegression,MUV-733,Enrichment factor 1%,0.0, +MUV,LogisticRegression,MUV-733,Enrichment factor 5%,2.8493788819875774, +MUV,LogisticRegression,MUV-733,RIE,2.236686913612394, +MUV,LogisticRegression,MUV-733,AUPRC,0.005002065842978512, +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,0.385047385047385, +MUV,SimilaritySearch_Mean,MUV-733,BEDROC,0.04663508383141056, +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,0.9151358392610958, +MUV,SimilaritySearch_Mean,MUV-733,AUPRC,0.0021445157085676755, +MUV,SimilaritySearch_Max,MUV-733,AUROC,0.40717990717990715, +MUV,SimilaritySearch_Max,MUV-733,BEDROC,0.06678786105629175, +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,1.3106005052837053, +MUV,SimilaritySearch_Max,MUV-733,AUPRC,0.0026011347561519086, +MUV,LightGBM_Ranker,MUV-733,AUROC,0.7234117234117234, +MUV,LightGBM_Ranker,MUV-733,BEDROC,0.18450913774364205, +MUV,LightGBM_Ranker,MUV-733,Enrichment factor 1%,14.16988416988417, +MUV,LightGBM_Ranker,MUV-733,Enrichment factor 5%,5.698757763975155, +MUV,LightGBM_Ranker,MUV-733,RIE,3.620684363673236, +MUV,LightGBM_Ranker,MUV-733,AUPRC,0.009208715885347982, +MUV,LightGBM_Ranker,MUV-733,accuracy,0.5013623978201635, +MUV,LightGBM_Ranker,MUV-733,F1 score,0.006514657980456026, +MUV,LightGBM_Ranker,MUV-733,recall,0.8571428571428571, +MUV,LightGBM_Ranker,MUV-733,precision,0.0032697547683923707, +MUV,LightGBM_Ranker,MUV-733,MCC,0.031225005604498698, +MUV,RandomForest,MUV-737,AUROC,0.7254141492886378, +MUV,RandomForest,MUV-737,BEDROC,0.1799356297714336, +MUV,RandomForest,MUV-737,Enrichment factor 1%,14.177606177606178, +MUV,RandomForest,MUV-737,Enrichment factor 5%,2.8509316770186333, +MUV,RandomForest,MUV-737,RIE,3.530973340739942, +MUV,RandomForest,MUV-737,AUPRC,0.006893612274194258, +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,0.6930422919508866, +MUV,LogisticRegression,MUV-737,BEDROC,0.17518693110724634, +MUV,LogisticRegression,MUV-737,Enrichment factor 1%,0.0, +MUV,LogisticRegression,MUV-737,Enrichment factor 5%,5.7018633540372665, +MUV,LogisticRegression,MUV-737,RIE,3.437787081808255, +MUV,LogisticRegression,MUV-737,AUPRC,0.006570069285630193, +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,0.49179497174040143, +MUV,SimilaritySearch_Mean,MUV-737,BEDROC,0.11666782421439546, +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,2.2894352841896963, +MUV,SimilaritySearch_Mean,MUV-737,AUPRC,0.004185366612487395, +MUV,SimilaritySearch_Max,MUV-737,AUROC,0.4856947963359969, +MUV,SimilaritySearch_Max,MUV-737,BEDROC,0.1357250130521895, +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,2.663404714370981, +MUV,SimilaritySearch_Max,MUV-737,AUPRC,0.01071347466962591, +MUV,LightGBM_Ranker,MUV-737,AUROC,0.7240304034301306, +MUV,LightGBM_Ranker,MUV-737,BEDROC,0.3406382058703192, +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,6.684526119373232, +MUV,LightGBM_Ranker,MUV-737,AUPRC,0.019291664468162162, +MUV,LightGBM_Ranker,MUV-737,accuracy,0.5008169934640523, +MUV,LightGBM_Ranker,MUV-737,F1 score,0.005425935973955507, +MUV,LightGBM_Ranker,MUV-737,recall,0.7142857142857143, +MUV,LightGBM_Ranker,MUV-737,precision,0.0027233115468409588, +MUV,LightGBM_Ranker,MUV-737,MCC,0.018729890795169804, +MUV,RandomForest,MUV-810,AUROC,0.8015134331860311, +MUV,RandomForest,MUV-810,BEDROC,0.37315575233602305, +MUV,RandomForest,MUV-810,Enrichment factor 1%,28.26254826254826, +MUV,RandomForest,MUV-810,Enrichment factor 5%,5.714285714285714, +MUV,RandomForest,MUV-810,RIE,7.322180607358142, +MUV,RandomForest,MUV-810,AUPRC,0.06022106911236494, +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,0.7805326346251613, +MUV,LogisticRegression,MUV-810,BEDROC,0.3565194807439339, +MUV,LogisticRegression,MUV-810,Enrichment factor 1%,28.26254826254826, +MUV,LogisticRegression,MUV-810,Enrichment factor 5%,5.714285714285714, +MUV,LogisticRegression,MUV-810,RIE,6.9957384079047555, +MUV,LogisticRegression,MUV-810,AUPRC,0.08511464356353539, +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,0.5497634038559306, +MUV,SimilaritySearch_Mean,MUV-810,BEDROC,0.09620430319129038, +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,1.8877514024634303, +MUV,SimilaritySearch_Mean,MUV-810,AUPRC,0.003829350656792472, +MUV,SimilaritySearch_Max,MUV-810,AUROC,0.7094560244026435, +MUV,SimilaritySearch_Max,MUV-810,BEDROC,0.40320258844825496, +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,7.911769158662907, +MUV,SimilaritySearch_Max,MUV-810,AUPRC,0.08190388067033255, +MUV,LightGBM_Ranker,MUV-810,AUROC,0.7813538774392867, +MUV,LightGBM_Ranker,MUV-810,BEDROC,0.2897247883090002, +MUV,LightGBM_Ranker,MUV-810,Enrichment factor 1%,28.26254826254826, +MUV,LightGBM_Ranker,MUV-810,Enrichment factor 5%,5.714285714285714, +MUV,LightGBM_Ranker,MUV-810,RIE,5.685071760659059, +MUV,LightGBM_Ranker,MUV-810,AUPRC,0.05296165255125681, +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,0.9475852106352243, +MUV,RandomForest,MUV-832,BEDROC,0.7272008030186707, +MUV,RandomForest,MUV-832,Enrichment factor 1%,56.61776061776062, +MUV,RandomForest,MUV-832,Enrichment factor 5%,14.231366459627328, +MUV,RandomForest,MUV-832,RIE,14.26980874664591, +MUV,RandomForest,MUV-832,AUPRC,0.28241218769900533, +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,0.995705305899348, +MUV,LogisticRegression,MUV-832,BEDROC,0.9225590848335935, +MUV,LogisticRegression,MUV-832,Enrichment factor 1%,70.77220077220078, +MUV,LogisticRegression,MUV-832,Enrichment factor 5%,19.923913043478258, +MUV,LogisticRegression,MUV-832,RIE,18.10331016577417, +MUV,LogisticRegression,MUV-832,AUPRC,0.3048488548488548, +MUV,LogisticRegression,MUV-832,accuracy,0.9980905619203492, +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,0.0, +MUV,SimilaritySearch_Mean,MUV-832,AUROC,0.8647561785031038, +MUV,SimilaritySearch_Mean,MUV-832,BEDROC,0.5025419144658614, +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,9.861343643011969, +MUV,SimilaritySearch_Mean,MUV-832,AUPRC,0.06705873882908078, +MUV,SimilaritySearch_Max,MUV-832,AUROC,0.9427829617772224, +MUV,SimilaritySearch_Max,MUV-832,BEDROC,0.6198045477152254, +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,12.162379804857533, +MUV,SimilaritySearch_Max,MUV-832,AUPRC,0.17722284496804522, +MUV,LightGBM_Ranker,MUV-832,AUROC,0.9672041541404756, +MUV,LightGBM_Ranker,MUV-832,BEDROC,0.7076105149585986, +MUV,LightGBM_Ranker,MUV-832,Enrichment factor 1%,42.463320463320464, +MUV,LightGBM_Ranker,MUV-832,Enrichment factor 5%,17.077639751552795, +MUV,LightGBM_Ranker,MUV-832,RIE,13.885389942478882, +MUV,LightGBM_Ranker,MUV-832,AUPRC,0.1636482243625101, +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,0.8058777734527054, +MUV,RandomForest,MUV-846,BEDROC,0.6903032233346966, +MUV,RandomForest,MUV-846,Enrichment factor 1%,70.98455598455598, +MUV,RandomForest,MUV-846,Enrichment factor 5%,14.274068322981366, +MUV,RandomForest,MUV-846,RIE,13.54653908021349, +MUV,RandomForest,MUV-846,AUPRC,0.4053058264371835, +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,0.9588945114830674, +MUV,LogisticRegression,MUV-846,BEDROC,0.7573044465148515, +MUV,LogisticRegression,MUV-846,Enrichment factor 1%,70.98455598455598, +MUV,LogisticRegression,MUV-846,Enrichment factor 5%,14.274068322981366, +MUV,LogisticRegression,MUV-846,RIE,14.861373858229229, +MUV,LogisticRegression,MUV-846,AUPRC,0.549891755967993, +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,0.8832619696379915, +MUV,SimilaritySearch_Mean,MUV-846,BEDROC,0.6787664093724148, +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,13.320140165311315, +MUV,SimilaritySearch_Mean,MUV-846,AUPRC,0.4140987018067462, +MUV,SimilaritySearch_Max,MUV-846,AUROC,0.8179641884001556, +MUV,SimilaritySearch_Max,MUV-846,BEDROC,0.6381450523974237, +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,12.522984974020268, +MUV,SimilaritySearch_Max,MUV-846,AUPRC,0.4464256097578935, +MUV,LightGBM_Ranker,MUV-846,AUROC,0.9256520046710782, +MUV,LightGBM_Ranker,MUV-846,BEDROC,0.645133584432255, +MUV,LightGBM_Ranker,MUV-846,Enrichment factor 1%,56.78764478764479, +MUV,LightGBM_Ranker,MUV-846,Enrichment factor 5%,14.274068322981366, +MUV,LightGBM_Ranker,MUV-846,RIE,12.660128216046854, +MUV,LightGBM_Ranker,MUV-846,AUPRC,0.47718560201660504, +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,0.6513582177056869, +MUV,RandomForest,MUV-852,BEDROC,0.2935602558975037, +MUV,RandomForest,MUV-852,Enrichment factor 1%,14.138996138996138, +MUV,RandomForest,MUV-852,Enrichment factor 5%,5.686335403726708, +MUV,RandomForest,MUV-852,RIE,5.760392308875449, +MUV,RandomForest,MUV-852,AUPRC,0.14813316579150504, +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,0.7503224545632206, +MUV,LogisticRegression,MUV-852,BEDROC,0.3030332561992232, +MUV,LogisticRegression,MUV-852,Enrichment factor 1%,28.277992277992276, +MUV,LogisticRegression,MUV-852,Enrichment factor 5%,5.686335403726708, +MUV,LogisticRegression,MUV-852,RIE,5.946276455607443, +MUV,LogisticRegression,MUV-852,AUPRC,0.24126459356581506, +MUV,LogisticRegression,MUV-852,accuracy,0.9980884762424904, +MUV,LogisticRegression,MUV-852,F1 score,0.0, +MUV,LogisticRegression,MUV-852,recall,0.0, +MUV,LogisticRegression,MUV-852,precision,0.0, +MUV,LogisticRegression,MUV-852,MCC,0.0, +MUV,SimilaritySearch_Mean,MUV-852,AUROC,0.708344733242134, +MUV,SimilaritySearch_Mean,MUV-852,BEDROC,0.2854953926236882, +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,5.602139360451996, +MUV,SimilaritySearch_Mean,MUV-852,AUPRC,0.18091258100112687, +MUV,SimilaritySearch_Max,MUV-852,AUROC,0.7493453195231581, +MUV,SimilaritySearch_Max,MUV-852,BEDROC,0.450133617629775, +MUV,SimilaritySearch_Max,MUV-852,Enrichment factor 1%,42.41698841698842, +MUV,SimilaritySearch_Max,MUV-852,Enrichment factor 5%,8.529503105590063, +MUV,SimilaritySearch_Max,MUV-852,RIE,8.832756377235079, +MUV,SimilaritySearch_Max,MUV-852,AUPRC,0.17489644839634272, +MUV,LightGBM_Ranker,MUV-852,AUROC,0.785108461989447, +MUV,LightGBM_Ranker,MUV-852,BEDROC,0.4823486880712637, +MUV,LightGBM_Ranker,MUV-852,Enrichment factor 1%,42.41698841698842, +MUV,LightGBM_Ranker,MUV-852,Enrichment factor 5%,11.372670807453416, +MUV,LightGBM_Ranker,MUV-852,RIE,9.464897271376104, +MUV,LightGBM_Ranker,MUV-852,AUPRC,0.2390620785773877, +MUV,LightGBM_Ranker,MUV-852,accuracy,0.500819224467504, +MUV,LightGBM_Ranker,MUV-852,F1 score,0.00544069640914037, +MUV,LightGBM_Ranker,MUV-852,recall,0.7142857142857143, +MUV,LightGBM_Ranker,MUV-852,precision,0.002730748225013654, +MUV,LightGBM_Ranker,MUV-852,MCC,0.01875549557922992, +MUV,RandomForest,MUV-858,AUROC,0.8841175102705217, +MUV,RandomForest,MUV-858,BEDROC,0.5051363635482957, +MUV,RandomForest,MUV-858,Enrichment factor 1%,42.77606177606178, +MUV,RandomForest,MUV-858,Enrichment factor 5%,8.555212355212356, +MUV,RandomForest,MUV-858,RIE,9.913629415314267, +MUV,RandomForest,MUV-858,AUPRC,0.12782032737705598, +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,0.8119138051313851, +MUV,LogisticRegression,MUV-858,BEDROC,0.4428336798696805, +MUV,LogisticRegression,MUV-858,Enrichment factor 1%,42.77606177606178, +MUV,LogisticRegression,MUV-858,Enrichment factor 5%,8.555212355212356, +MUV,LogisticRegression,MUV-858,RIE,8.690898763707404, +MUV,LogisticRegression,MUV-858,AUPRC,0.048450773028618103, +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,0.5794512053329199, +MUV,SimilaritySearch_Mean,MUV-858,BEDROC,0.031094655451327946, +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,0.6102528606188125, +MUV,SimilaritySearch_Mean,MUV-858,AUPRC,0.0028825340061414233, +MUV,SimilaritySearch_Max,MUV-858,AUROC,0.7812378885357725, +MUV,SimilaritySearch_Max,MUV-858,BEDROC,0.5227563644119838, +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,10.259433381777527, +MUV,SimilaritySearch_Max,MUV-858,AUPRC,0.20628717568851787, +MUV,LightGBM_Ranker,MUV-858,AUROC,0.7651344856987831, +MUV,LightGBM_Ranker,MUV-858,BEDROC,0.17608765145870653, +MUV,LightGBM_Ranker,MUV-858,Enrichment factor 1%,14.258687258687258, +MUV,LightGBM_Ranker,MUV-858,Enrichment factor 5%,2.851737451737452, +MUV,LightGBM_Ranker,MUV-858,RIE,3.455834624015395, +MUV,LightGBM_Ranker,MUV-858,AUPRC,0.01623789858095752, +MUV,LightGBM_Ranker,MUV-858,accuracy,0.5014893040888166, +MUV,LightGBM_Ranker,MUV-858,F1 score,0.0064759848893685915, +MUV,LightGBM_Ranker,MUV-858,recall,0.8571428571428571, +MUV,LightGBM_Ranker,MUV-858,precision,0.0032502708559046588, +MUV,LightGBM_Ranker,MUV-858,MCC,0.031139235266329526, +MUV,RandomForest,MUV-859,AUROC,0.5238903985507246, +MUV,RandomForest,MUV-859,BEDROC,0.17018880529729785, +MUV,RandomForest,MUV-859,Enrichment factor 1%,16.603603603603606, +MUV,RandomForest,MUV-859,Enrichment factor 5%,3.3207207207207206, +MUV,RandomForest,MUV-859,RIE,3.3489665310244456, +MUV,RandomForest,MUV-859,AUPRC,0.006131263596366223, +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,0.5573369565217391, +MUV,LogisticRegression,MUV-859,BEDROC,0.19832689523490343, +MUV,LogisticRegression,MUV-859,Enrichment factor 1%,16.603603603603606, +MUV,LogisticRegression,MUV-859,Enrichment factor 5%,3.3207207207207206, +MUV,LogisticRegression,MUV-859,RIE,3.9026664063150482, +MUV,LogisticRegression,MUV-859,AUPRC,0.009124360503300167, +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,0.5939764492753623, +MUV,SimilaritySearch_Mean,MUV-859,BEDROC,0.10323323255134013, +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,2.031418241085245, +MUV,SimilaritySearch_Mean,MUV-859,AUPRC,0.0036393361045010475, +MUV,SimilaritySearch_Max,MUV-859,AUROC,0.7054800724637682, +MUV,SimilaritySearch_Max,MUV-859,BEDROC,0.15841452076322876, +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,3.1172727702678866, +MUV,SimilaritySearch_Max,MUV-859,AUPRC,0.005419967359898736, +MUV,LightGBM_Ranker,MUV-859,AUROC,0.7062047101449275, +MUV,LightGBM_Ranker,MUV-859,BEDROC,0.1247347696015828, +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,2.4545243726554795, +MUV,LightGBM_Ranker,MUV-859,AUPRC,0.0047196885619256446, +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,0.49377820056304716, +LIT-PCBA,RandomForest,ADRB2,BEDROC,0.7796897601912743, +LIT-PCBA,RandomForest,ADRB2,Enrichment factor 1%,0.0, +LIT-PCBA,RandomForest,ADRB2,Enrichment factor 5%,19.9987146529563, +LIT-PCBA,RandomForest,ADRB2,RIE,15.585780101997596, +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,0.7225739481431015, +LIT-PCBA,LogisticRegression,ADRB2,BEDROC,0.016913018698565645, +LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 1%,0.0, +LIT-PCBA,LogisticRegression,ADRB2,Enrichment factor 5%,0.0, +LIT-PCBA,LogisticRegression,ADRB2,RIE,0.3380865508511033, +LIT-PCBA,LogisticRegression,ADRB2,AUPRC,0.0001108926790137602, +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,0.3079437209960021, +LIT-PCBA,SimilaritySearch_Mean,ADRB2,BEDROC,0.0007944769803717547, +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,0.01588141369729827, +LIT-PCBA,SimilaritySearch_Mean,ADRB2,AUPRC,4.568330684924384e-05, +LIT-PCBA,SimilaritySearch_Max,ADRB2,AUROC,0.2615148281934928, +LIT-PCBA,SimilaritySearch_Max,ADRB2,BEDROC,0.0009235570895877841, +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,0.018461688949297877, +LIT-PCBA,SimilaritySearch_Max,ADRB2,AUPRC,4.347792159545256e-05, +LIT-PCBA,LightGBM_Ranker,ADRB2,AUROC,0.5964555668393516, +LIT-PCBA,LightGBM_Ranker,ADRB2,BEDROC,0.005343019902930347, +LIT-PCBA,LightGBM_Ranker,ADRB2,Enrichment factor 1%,0.0, +LIT-PCBA,LightGBM_Ranker,ADRB2,Enrichment factor 5%,0.0, +LIT-PCBA,LightGBM_Ranker,ADRB2,RIE,0.10680551352195532, +LIT-PCBA,LightGBM_Ranker,ADRB2,AUPRC,8.106125917794887e-05, +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,0.76599569710499, +LIT-PCBA,RandomForest,ALDH1,BEDROC,0.3682870298355563, +LIT-PCBA,RandomForest,ALDH1,Enrichment factor 1%,9.806654563404084, +LIT-PCBA,RandomForest,ALDH1,Enrichment factor 5%,5.227103499627699, +LIT-PCBA,RandomForest,ALDH1,RIE,4.640003067840954, +LIT-PCBA,RandomForest,ALDH1,AUPRC,0.21494797074417765, +LIT-PCBA,RandomForest,ALDH1,accuracy,0.9501126126126126, +LIT-PCBA,RandomForest,ALDH1,F1 score,0.047311827956989246, +LIT-PCBA,RandomForest,ALDH1,recall,0.024571854058078928, +LIT-PCBA,RandomForest,ALDH1,precision,0.6346153846153846, +LIT-PCBA,RandomForest,ALDH1,MCC,0.11808206261686188, +LIT-PCBA,LogisticRegression,ALDH1,AUROC,0.7181685890312587, +LIT-PCBA,LogisticRegression,ALDH1,BEDROC,0.2882382217976507, +LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 1%,6.537769708936056, +LIT-PCBA,LogisticRegression,ALDH1,Enrichment factor 5%,4.244229337304542, +LIT-PCBA,LogisticRegression,ALDH1,RIE,3.6314779798373897, +LIT-PCBA,LogisticRegression,ALDH1,AUPRC,0.15440592736257755, +LIT-PCBA,LogisticRegression,ALDH1,accuracy,0.9491741741741742, +LIT-PCBA,LogisticRegression,ALDH1,F1 score,0.06102635228848821, +LIT-PCBA,LogisticRegression,ALDH1,recall,0.03276247207743857, +LIT-PCBA,LogisticRegression,ALDH1,precision,0.4444444444444444, +LIT-PCBA,LogisticRegression,ALDH1,MCC,0.10998960358289454, +LIT-PCBA,SimilaritySearch_Mean,ALDH1,AUROC,0.49549051975855213, +LIT-PCBA,SimilaritySearch_Mean,ALDH1,BEDROC,0.06934387451328639, +LIT-PCBA,SimilaritySearch_Mean,ALDH1,Enrichment factor 1%,0.9658068888200991, +LIT-PCBA,SimilaritySearch_Mean,ALDH1,Enrichment factor 5%,0.8637379002233805, +LIT-PCBA,SimilaritySearch_Mean,ALDH1,RIE,0.8736550182024156, +LIT-PCBA,SimilaritySearch_Mean,ALDH1,AUPRC,0.04895025128209005, +LIT-PCBA,SimilaritySearch_Max,ALDH1,AUROC,0.6032853748105419, +LIT-PCBA,SimilaritySearch_Max,ALDH1,BEDROC,0.20306369215530026, +LIT-PCBA,SimilaritySearch_Max,ALDH1,Enrichment factor 1%,4.680448768897404, +LIT-PCBA,SimilaritySearch_Max,ALDH1,Enrichment factor 5%,2.9337304542069993, +LIT-PCBA,SimilaritySearch_Max,ALDH1,RIE,2.5583745557047397, +LIT-PCBA,SimilaritySearch_Max,ALDH1,AUPRC,0.09529724603428882, +LIT-PCBA,LightGBM_Ranker,ALDH1,AUROC,0.5686710531160843, +LIT-PCBA,LightGBM_Ranker,ALDH1,BEDROC,0.14158102972991052, +LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 1%,3.640349042475759, +LIT-PCBA,LightGBM_Ranker,ALDH1,Enrichment factor 5%,1.8168279970215935, +LIT-PCBA,LightGBM_Ranker,ALDH1,RIE,1.783762052993925, +LIT-PCBA,LightGBM_Ranker,ALDH1,AUPRC,0.08221623027964807, +LIT-PCBA,LightGBM_Ranker,ALDH1,accuracy,0.5093468468468468, +LIT-PCBA,LightGBM_Ranker,ALDH1,F1 score,0.10857259769487826, +LIT-PCBA,LightGBM_Ranker,ALDH1,recall,0.5927029039463887, +LIT-PCBA,LightGBM_Ranker,ALDH1,precision,0.05975975975975976, +LIT-PCBA,LightGBM_Ranker,ALDH1,MCC,0.04271956584860499, +LIT-PCBA,RandomForest,ESR1_ago,AUROC,0.49963289280469897, +LIT-PCBA,RandomForest,ESR1_ago,BEDROC,0.04576469490048613, +LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 1%,0.0, +LIT-PCBA,RandomForest,ESR1_ago,Enrichment factor 5%,0.0, +LIT-PCBA,RandomForest,ESR1_ago,RIE,0.8858035064673495, +LIT-PCBA,RandomForest,ESR1_ago,AUPRC,0.0041001515864304006, +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,0.7430249632892805, +LIT-PCBA,LogisticRegression,ESR1_ago,BEDROC,0.043194974680604584, +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,0.8360650109554107, +LIT-PCBA,LogisticRegression,ESR1_ago,AUPRC,0.008912150778962666, +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,0.4959618208516887, +LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,BEDROC,0.0019079012561291242, +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,0.03692863013998574, +LIT-PCBA,SimilaritySearch_Mean,ESR1_ago,AUPRC,0.0046424799646455845, +LIT-PCBA,SimilaritySearch_Max,ESR1_ago,AUROC,0.48237885462555063, +LIT-PCBA,SimilaritySearch_Max,ESR1_ago,BEDROC,0.009793260475230249, +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,0.18955454680392708, +LIT-PCBA,SimilaritySearch_Max,ESR1_ago,AUPRC,0.004912188370805773, +LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUROC,0.5312041116005874, +LIT-PCBA,LightGBM_Ranker,ESR1_ago,BEDROC,0.0003429956880737463, +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,0.006638932463513297, +LIT-PCBA,LightGBM_Ranker,ESR1_ago,AUPRC,0.004478476611452505, +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,0.4253904282115869, +LIT-PCBA,RandomForest,ESR1_ant,BEDROC,0.1159969337101289, +LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 1%,3.64, +LIT-PCBA,RandomForest,ESR1_ant,Enrichment factor 5%,2.3970731707317072, +LIT-PCBA,RandomForest,ESR1_ant,RIE,1.7363273287028613, +LIT-PCBA,RandomForest,ESR1_ant,AUPRC,0.05191840055382768, +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,0.5289672544080605, +LIT-PCBA,LogisticRegression,ESR1_ant,BEDROC,0.1163278283698353, +LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 1%,3.64, +LIT-PCBA,LogisticRegression,ESR1_ant,Enrichment factor 5%,1.598048780487805, +LIT-PCBA,LogisticRegression,ESR1_ant,RIE,1.7412804029212485, +LIT-PCBA,LogisticRegression,ESR1_ant,AUPRC,0.07783808966548647, +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,0.4180856423173803, +LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,BEDROC,0.09077128993100222, +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,1.358731371259875, +LIT-PCBA,SimilaritySearch_Mean,ESR1_ant,AUPRC,0.06712175792253186, +LIT-PCBA,SimilaritySearch_Max,ESR1_ant,AUROC,0.5801007556675063, +LIT-PCBA,SimilaritySearch_Max,ESR1_ant,BEDROC,0.06637387405580765, +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,0.9935329371905047, +LIT-PCBA,SimilaritySearch_Max,ESR1_ant,AUPRC,0.04271894651039004, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUROC,0.5221662468513855, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,BEDROC,0.11953996329781466, +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,1.7893619969604877, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,AUPRC,0.047981618177424586, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,accuracy,0.5018315018315018, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,F1 score,0.059907834101382486, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,recall,0.52, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,precision,0.03178484107579462, +LIT-PCBA,LightGBM_Ranker,ESR1_ant,MCC,0.007314398421712274, +LIT-PCBA,RandomForest,FEN1,AUROC,0.7766553377155238, +LIT-PCBA,RandomForest,FEN1,BEDROC,0.5189107526222156, +LIT-PCBA,RandomForest,FEN1,Enrichment factor 1%,30.747328446524776, +LIT-PCBA,RandomForest,FEN1,Enrichment factor 5%,13.186510180995477, +LIT-PCBA,RandomForest,FEN1,RIE,10.27046111038021, +LIT-PCBA,RandomForest,FEN1,AUPRC,0.022874174356801745, +LIT-PCBA,RandomForest,FEN1,accuracy,0.9989315011833911, +LIT-PCBA,RandomForest,FEN1,F1 score,0.0, +LIT-PCBA,RandomForest,FEN1,recall,0.0, +LIT-PCBA,RandomForest,FEN1,precision,0.0, +LIT-PCBA,RandomForest,FEN1,MCC,-0.0001550811208950717, +LIT-PCBA,LogisticRegression,FEN1,AUROC,0.8946538986678382, +LIT-PCBA,LogisticRegression,FEN1,BEDROC,0.4813201543901593, +LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 1%,26.35485295416409, +LIT-PCBA,LogisticRegression,FEN1,Enrichment factor 5%,10.988758484162895, +LIT-PCBA,LogisticRegression,FEN1,RIE,9.52645499036554, +LIT-PCBA,LogisticRegression,FEN1,AUPRC,0.027551509344132877, +LIT-PCBA,LogisticRegression,FEN1,accuracy,0.9989429904179784, +LIT-PCBA,LogisticRegression,FEN1,F1 score,0.0, +LIT-PCBA,LogisticRegression,FEN1,recall,0.0, +LIT-PCBA,LogisticRegression,FEN1,precision,0.0, +LIT-PCBA,LogisticRegression,FEN1,MCC,-0.0001096582822613853, +LIT-PCBA,SimilaritySearch_Mean,FEN1,AUROC,0.42753100695295365, +LIT-PCBA,SimilaritySearch_Mean,FEN1,BEDROC,0.027113539340438236, +LIT-PCBA,SimilaritySearch_Mean,FEN1,Enrichment factor 1%,0.0, +LIT-PCBA,SimilaritySearch_Mean,FEN1,Enrichment factor 5%,0.6593255090497737, +LIT-PCBA,SimilaritySearch_Mean,FEN1,RIE,0.5366405888495993, +LIT-PCBA,SimilaritySearch_Mean,FEN1,AUPRC,0.0008948999598377905, +LIT-PCBA,SimilaritySearch_Max,FEN1,AUROC,0.5983847429095683, +LIT-PCBA,SimilaritySearch_Max,FEN1,BEDROC,0.1423382823483669, +LIT-PCBA,SimilaritySearch_Max,FEN1,Enrichment factor 1%,6.588713238541023, +LIT-PCBA,SimilaritySearch_Max,FEN1,Enrichment factor 5%,3.076852375565611, +LIT-PCBA,SimilaritySearch_Max,FEN1,RIE,2.817208550173232, +LIT-PCBA,SimilaritySearch_Max,FEN1,AUPRC,0.0029486782451172222, +LIT-PCBA,LightGBM_Ranker,FEN1,AUROC,0.6979835638156224, +LIT-PCBA,LightGBM_Ranker,FEN1,BEDROC,0.13382616066204586, +LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 1%,3.2943566192705114, +LIT-PCBA,LightGBM_Ranker,FEN1,Enrichment factor 5%,2.4175268665158374, +LIT-PCBA,LightGBM_Ranker,FEN1,RIE,2.648733694044665, +LIT-PCBA,LightGBM_Ranker,FEN1,AUPRC,0.0025316278842769987, +LIT-PCBA,LightGBM_Ranker,FEN1,accuracy,0.5005859509639468, +LIT-PCBA,LightGBM_Ranker,FEN1,F1 score,0.003256133914239853, +LIT-PCBA,LightGBM_Ranker,FEN1,recall,0.7802197802197802, +LIT-PCBA,LightGBM_Ranker,FEN1,precision,0.0016314713113812357, +LIT-PCBA,LightGBM_Ranker,FEN1,MCC,0.018131017581722857, +LIT-PCBA,RandomForest,GBA,AUROC,0.6753701405904209, +LIT-PCBA,RandomForest,GBA,BEDROC,0.4872439102748028, +LIT-PCBA,RandomForest,GBA,Enrichment factor 1%,24.370003036129944, +LIT-PCBA,RandomForest,GBA,Enrichment factor 5%,8.292682926829269, +LIT-PCBA,RandomForest,GBA,RIE,9.68977960975077, +LIT-PCBA,RandomForest,GBA,AUPRC,0.037715084952468045, +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,0.7490117929476086, +LIT-PCBA,LogisticRegression,GBA,BEDROC,0.29812192695248846, +LIT-PCBA,LogisticRegression,GBA,Enrichment factor 1%,19.496002428903957, +LIT-PCBA,LogisticRegression,GBA,Enrichment factor 5%,6.341463414634147, +LIT-PCBA,LogisticRegression,GBA,RIE,5.928726282520812, +LIT-PCBA,LogisticRegression,GBA,AUPRC,0.03272312004255497, +LIT-PCBA,LogisticRegression,GBA,accuracy,0.9994186046511628, +LIT-PCBA,LogisticRegression,GBA,F1 score,0.045454545454545456, +LIT-PCBA,LogisticRegression,GBA,recall,0.024390243902439025, +LIT-PCBA,LogisticRegression,GBA,precision,0.3333333333333333, +LIT-PCBA,LogisticRegression,GBA,MCC,0.0900408641803592, +LIT-PCBA,SimilaritySearch_Mean,GBA,AUROC,0.45954085574457315, +LIT-PCBA,SimilaritySearch_Mean,GBA,BEDROC,0.10372263299251441, +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,2.062723512693431, +LIT-PCBA,SimilaritySearch_Mean,GBA,AUPRC,0.02606570073298592, +LIT-PCBA,SimilaritySearch_Max,GBA,AUROC,0.5628748320613858, +LIT-PCBA,SimilaritySearch_Max,GBA,BEDROC,0.22076167246212136, +LIT-PCBA,SimilaritySearch_Max,GBA,Enrichment factor 1%,12.185001518064972, +LIT-PCBA,SimilaritySearch_Max,GBA,Enrichment factor 5%,4.878048780487805, +LIT-PCBA,SimilaritySearch_Max,GBA,RIE,4.3902692642772765, +LIT-PCBA,SimilaritySearch_Max,GBA,AUPRC,0.00838571217514962, +LIT-PCBA,LightGBM_Ranker,GBA,AUROC,0.6032404002622832, +LIT-PCBA,LightGBM_Ranker,GBA,BEDROC,0.15339890014052332, +LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 1%,7.311000910838985, +LIT-PCBA,LightGBM_Ranker,GBA,Enrichment factor 5%,3.902439024390244, +LIT-PCBA,LightGBM_Ranker,GBA,RIE,3.050631351640775, +LIT-PCBA,LightGBM_Ranker,GBA,AUPRC,0.0015145252949339597, +LIT-PCBA,LightGBM_Ranker,GBA,accuracy,0.5001522702104098, +LIT-PCBA,LightGBM_Ranker,GBA,F1 score,0.0014380133292773982, +LIT-PCBA,LightGBM_Ranker,GBA,recall,0.6341463414634146, +LIT-PCBA,LightGBM_Ranker,GBA,precision,0.0007198228128460686, +LIT-PCBA,LightGBM_Ranker,GBA,MCC,0.006393448417287205, +LIT-PCBA,RandomForest,IDH1,AUROC,0.48890485223305985, +LIT-PCBA,RandomForest,IDH1,BEDROC,0.6416186955161551, +LIT-PCBA,RandomForest,IDH1,Enrichment factor 1%,0.0, +LIT-PCBA,RandomForest,IDH1,Enrichment factor 5%,19.995960502693, +LIT-PCBA,RandomForest,IDH1,RIE,12.819420972450278, +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,0.8479952908134696, +LIT-PCBA,LogisticRegression,IDH1,BEDROC,0.42227725768827523, +LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 1%,22.197807673144, +LIT-PCBA,LogisticRegression,IDH1,Enrichment factor 5%,8.887093556752443, +LIT-PCBA,LogisticRegression,IDH1,RIE,8.43702027431436, +LIT-PCBA,LogisticRegression,IDH1,AUPRC,0.004690708892782599, +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,0.5145260196274305, +LIT-PCBA,SimilaritySearch_Mean,IDH1,BEDROC,0.22299944146222167, +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,4.455486964418944, +LIT-PCBA,SimilaritySearch_Mean,IDH1,AUPRC,0.009029047944629505, +LIT-PCBA,SimilaritySearch_Max,IDH1,AUROC,0.562098655961249, +LIT-PCBA,SimilaritySearch_Max,IDH1,BEDROC,0.20119114987633518, +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,4.019761397842975, +LIT-PCBA,SimilaritySearch_Max,IDH1,AUPRC,0.0017174783901454105, +LIT-PCBA,LightGBM_Ranker,IDH1,AUROC,0.8111885582730654, +LIT-PCBA,LightGBM_Ranker,IDH1,BEDROC,0.19129591751671549, +LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 1%,11.098903836572, +LIT-PCBA,LightGBM_Ranker,IDH1,Enrichment factor 5%,2.221773389188111, +LIT-PCBA,LightGBM_Ranker,IDH1,RIE,3.822056515307084, +LIT-PCBA,LightGBM_Ranker,IDH1,AUPRC,0.0007900999498212547, +LIT-PCBA,LightGBM_Ranker,IDH1,accuracy,0.5000785616484479, +LIT-PCBA,LightGBM_Ranker,IDH1,F1 score,0.0003590664272890485, +LIT-PCBA,LightGBM_Ranker,IDH1,recall,0.8888888888888888, +LIT-PCBA,LightGBM_Ranker,IDH1,precision,0.0001795694821665058, +LIT-PCBA,LightGBM_Ranker,IDH1,MCC,0.007817267866998562, +LIT-PCBA,RandomForest,KAT2A,AUROC,0.544993252580851, +LIT-PCBA,RandomForest,KAT2A,BEDROC,0.25387437275236063, +LIT-PCBA,RandomForest,KAT2A,Enrichment factor 1%,12.486733490566039, +LIT-PCBA,RandomForest,KAT2A,Enrichment factor 5%,3.7495573654390935, +LIT-PCBA,RandomForest,KAT2A,RIE,5.048824844111612, +LIT-PCBA,RandomForest,KAT2A,AUPRC,0.0017373132771981424, +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,0.6209527788933249, +LIT-PCBA,LogisticRegression,KAT2A,BEDROC,0.15510769836465216, +LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 1%,10.405611242138365, +LIT-PCBA,LogisticRegression,KAT2A,Enrichment factor 5%,3.7495573654390935, +LIT-PCBA,LogisticRegression,KAT2A,RIE,3.0846422055956335, +LIT-PCBA,LogisticRegression,KAT2A,AUPRC,0.009718074459806814, +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,0.4607013280259542, +LIT-PCBA,SimilaritySearch_Mean,KAT2A,BEDROC,0.015916397976365165, +LIT-PCBA,SimilaritySearch_Mean,KAT2A,Enrichment factor 1%,0.0, +LIT-PCBA,SimilaritySearch_Mean,KAT2A,Enrichment factor 5%,0.0, +LIT-PCBA,SimilaritySearch_Mean,KAT2A,RIE,0.31653102487575174, +LIT-PCBA,SimilaritySearch_Mean,KAT2A,AUPRC,0.0005114785615692976, +LIT-PCBA,SimilaritySearch_Max,KAT2A,AUROC,0.5068150902018221, +LIT-PCBA,SimilaritySearch_Max,KAT2A,BEDROC,0.0972790765953724, +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,1.9345986752987143, +LIT-PCBA,SimilaritySearch_Max,KAT2A,AUPRC,0.0011216727595996735, +LIT-PCBA,LightGBM_Ranker,KAT2A,AUROC,0.547084042033813, +LIT-PCBA,LightGBM_Ranker,KAT2A,BEDROC,0.04778790189338744, +LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 1%,2.0811222484276732, +LIT-PCBA,LightGBM_Ranker,KAT2A,Enrichment factor 5%,0.8332349700975764, +LIT-PCBA,LightGBM_Ranker,KAT2A,RIE,0.9503627808329002, +LIT-PCBA,LightGBM_Ranker,KAT2A,AUPRC,0.0006486054914709569, +LIT-PCBA,LightGBM_Ranker,KAT2A,accuracy,0.5000708298902137, +LIT-PCBA,LightGBM_Ranker,KAT2A,F1 score,0.0012734947998962337, +LIT-PCBA,LightGBM_Ranker,KAT2A,recall,0.5625, +LIT-PCBA,LightGBM_Ranker,KAT2A,precision,0.0006374690119230316, +LIT-PCBA,LightGBM_Ranker,KAT2A,MCC,0.002976366239968611, +LIT-PCBA,RandomForest,MAPK1,AUROC,0.6532539919097295, +LIT-PCBA,RandomForest,MAPK1,BEDROC,0.18513745266772946, +LIT-PCBA,RandomForest,MAPK1,Enrichment factor 1%,9.047815820543093, +LIT-PCBA,RandomForest,MAPK1,Enrichment factor 5%,3.633281972265023, +LIT-PCBA,RandomForest,MAPK1,RIE,3.5228066342591546, +LIT-PCBA,RandomForest,MAPK1,AUPRC,0.029859780468981918, +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,0.6817078986587184, +LIT-PCBA,LogisticRegression,MAPK1,BEDROC,0.15597779928696406, +LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 1%,7.755270703322652, +LIT-PCBA,LogisticRegression,MAPK1,Enrichment factor 5%,2.595201408760731, +LIT-PCBA,LogisticRegression,MAPK1,RIE,2.9679549949082293, +LIT-PCBA,LogisticRegression,MAPK1,AUPRC,0.022422276803419832, +LIT-PCBA,LogisticRegression,MAPK1,accuracy,0.9949761858158804, +LIT-PCBA,LogisticRegression,MAPK1,F1 score,0.0, +LIT-PCBA,LogisticRegression,MAPK1,recall,0.0, +LIT-PCBA,LogisticRegression,MAPK1,precision,0.0, +LIT-PCBA,LogisticRegression,MAPK1,MCC,0.0, +LIT-PCBA,SimilaritySearch_Mean,MAPK1,AUROC,0.5162252501596764, +LIT-PCBA,SimilaritySearch_Mean,MAPK1,BEDROC,0.031235802824328248, +LIT-PCBA,SimilaritySearch_Mean,MAPK1,Enrichment factor 1%,0.0, +LIT-PCBA,SimilaritySearch_Mean,MAPK1,Enrichment factor 5%,0.5190402817521461, +LIT-PCBA,SimilaritySearch_Mean,MAPK1,RIE,0.5943567792704522, +LIT-PCBA,SimilaritySearch_Mean,MAPK1,AUPRC,0.005160241732813036, +LIT-PCBA,SimilaritySearch_Max,MAPK1,AUROC,0.5739782840110709, +LIT-PCBA,SimilaritySearch_Max,MAPK1,BEDROC,0.12868064587802863, +LIT-PCBA,SimilaritySearch_Max,MAPK1,Enrichment factor 1%,6.462725586102209, +LIT-PCBA,SimilaritySearch_Max,MAPK1,Enrichment factor 5%,2.854721549636804, +LIT-PCBA,SimilaritySearch_Max,MAPK1,RIE,2.4485431171061354, +LIT-PCBA,SimilaritySearch_Max,MAPK1,AUPRC,0.02491704035622206, +LIT-PCBA,LightGBM_Ranker,MAPK1,AUROC,0.6029376197572918, +LIT-PCBA,LightGBM_Ranker,MAPK1,BEDROC,0.10585667705119631, +LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 1%,5.170180468881767, +LIT-PCBA,LightGBM_Ranker,MAPK1,Enrichment factor 5%,1.5571208452564385, +LIT-PCBA,LightGBM_Ranker,MAPK1,RIE,2.0142472647275937, +LIT-PCBA,LightGBM_Ranker,MAPK1,AUPRC,0.009899116064742605, +LIT-PCBA,LightGBM_Ranker,MAPK1,accuracy,0.5016637306713643, +LIT-PCBA,LightGBM_Ranker,MAPK1,F1 score,0.01317829457364341, +LIT-PCBA,LightGBM_Ranker,MAPK1,recall,0.6623376623376623, +LIT-PCBA,LightGBM_Ranker,MAPK1,precision,0.0066553569098264384, +LIT-PCBA,LightGBM_Ranker,MAPK1,MCC,0.02307528050196597, +LIT-PCBA,RandomForest,MTORC1,AUROC,0.6093756318492458, +LIT-PCBA,RandomForest,MTORC1,BEDROC,0.1389208625083251, +LIT-PCBA,RandomForest,MTORC1,Enrichment factor 1%,4.150100401606426, +LIT-PCBA,RandomForest,MTORC1,Enrichment factor 5%,1.664049919484702, +LIT-PCBA,RandomForest,MTORC1,RIE,2.699295525909678, +LIT-PCBA,RandomForest,MTORC1,AUPRC,0.008051439663806441, +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,0.5795068543006187, +LIT-PCBA,LogisticRegression,MTORC1,BEDROC,0.043709997714045025, +LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 1%,0.0, +LIT-PCBA,LogisticRegression,MTORC1,Enrichment factor 5%,0.832024959742351, +LIT-PCBA,LogisticRegression,MTORC1,RIE,0.8493051596266841, +LIT-PCBA,LogisticRegression,MTORC1,AUPRC,0.0036567869146538036, +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,0.46884730478385694, +LIT-PCBA,SimilaritySearch_Mean,MTORC1,BEDROC,0.052996581474468264, +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,1.0297477018678844, +LIT-PCBA,SimilaritySearch_Mean,MTORC1,AUPRC,0.0031156879226480454, +LIT-PCBA,SimilaritySearch_Max,MTORC1,AUROC,0.47127613328480733, +LIT-PCBA,SimilaritySearch_Max,MTORC1,BEDROC,0.08919107392013267, +LIT-PCBA,SimilaritySearch_Max,MTORC1,Enrichment factor 1%,4.150100401606426, +LIT-PCBA,SimilaritySearch_Max,MTORC1,Enrichment factor 5%,1.664049919484702, +LIT-PCBA,SimilaritySearch_Max,MTORC1,RIE,1.733023136679442, +LIT-PCBA,SimilaritySearch_Max,MTORC1,AUPRC,0.004676380356585059, +LIT-PCBA,LightGBM_Ranker,MTORC1,AUROC,0.5304096405030531, +LIT-PCBA,LightGBM_Ranker,MTORC1,BEDROC,0.09765797540696874, +LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 1%,4.150100401606426, +LIT-PCBA,LightGBM_Ranker,MTORC1,Enrichment factor 5%,1.664049919484702, +LIT-PCBA,LightGBM_Ranker,MTORC1,RIE,1.8975388798854096, +LIT-PCBA,LightGBM_Ranker,MTORC1,AUPRC,0.006073220581715618, +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,0.49389383291981753, +LIT-PCBA,RandomForest,OPRK1,BEDROC,0.7833114372927534, +LIT-PCBA,RandomForest,OPRK1,Enrichment factor 1%,0.0, +LIT-PCBA,RandomForest,OPRK1,Enrichment factor 5%,19.998514557338087, +LIT-PCBA,RandomForest,OPRK1,RIE,15.65227327311137, +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,0.5327420305357876, +LIT-PCBA,LogisticRegression,OPRK1,BEDROC,0.09481848036712216, +LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 1%,0.0, +LIT-PCBA,LogisticRegression,OPRK1,Enrichment factor 5%,3.3330857595563477, +LIT-PCBA,LogisticRegression,OPRK1,RIE,1.8946803580244096, +LIT-PCBA,LogisticRegression,OPRK1,AUPRC,0.00017742868338706692, +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,0.5467941384757857, +LIT-PCBA,SimilaritySearch_Mean,OPRK1,BEDROC,0.11389857384685804, +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,2.275942295761799, +LIT-PCBA,SimilaritySearch_Mean,OPRK1,AUPRC,0.00020619289325711956, +LIT-PCBA,SimilaritySearch_Max,OPRK1,AUROC,0.5235765895595934, +LIT-PCBA,SimilaritySearch_Max,OPRK1,BEDROC,0.17178080763203826, +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,3.4325557388219265, +LIT-PCBA,SimilaritySearch_Max,OPRK1,AUPRC,0.00029778096363142713, +LIT-PCBA,LightGBM_Ranker,OPRK1,AUROC,0.4319531315772532, +LIT-PCBA,LightGBM_Ranker,OPRK1,BEDROC,0.0319793635657786, +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,0.6390175667057352, +LIT-PCBA,LightGBM_Ranker,OPRK1,AUPRC,0.0001019742000126932, +LIT-PCBA,LightGBM_Ranker,OPRK1,accuracy,0.5000668498848696, +LIT-PCBA,LightGBM_Ranker,OPRK1,F1 score,5.942653394740752e-05, +LIT-PCBA,LightGBM_Ranker,OPRK1,recall,0.16666666666666666, +LIT-PCBA,LightGBM_Ranker,OPRK1,precision,2.9718565187672738e-05, +LIT-PCBA,LightGBM_Ranker,OPRK1,MCC,-0.006291921012411407, +LIT-PCBA,RandomForest,PKM2,AUROC,0.6353008309557535, +LIT-PCBA,RandomForest,PKM2,BEDROC,0.19823394611785192, +LIT-PCBA,RandomForest,PKM2,Enrichment factor 1%,5.142264994232987, +LIT-PCBA,RandomForest,PKM2,Enrichment factor 5%,4.998610202746893, +LIT-PCBA,RandomForest,PKM2,RIE,3.877786117931312, +LIT-PCBA,RandomForest,PKM2,AUPRC,0.004809049703662599, +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,0.7134421170569626, +LIT-PCBA,LogisticRegression,PKM2,BEDROC,0.1623297116287565, +LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 1%,5.142264994232987, +LIT-PCBA,LogisticRegression,PKM2,Enrichment factor 5%,3.5284307313507486, +LIT-PCBA,LogisticRegression,PKM2,RIE,3.1754395053057727, +LIT-PCBA,LogisticRegression,PKM2,AUPRC,0.008817126510399053, +LIT-PCBA,LogisticRegression,PKM2,accuracy,0.9977757061315278, +LIT-PCBA,LogisticRegression,PKM2,F1 score,0.0, +LIT-PCBA,LogisticRegression,PKM2,recall,0.0, +LIT-PCBA,LogisticRegression,PKM2,precision,0.0, +LIT-PCBA,LogisticRegression,PKM2,MCC,0.0, +LIT-PCBA,SimilaritySearch_Mean,PKM2,AUROC,0.44181465675587855, +LIT-PCBA,SimilaritySearch_Mean,PKM2,BEDROC,0.06280284115591823, +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,1.2285281914592403, +LIT-PCBA,SimilaritySearch_Mean,PKM2,AUPRC,0.0024061401335795773, +LIT-PCBA,SimilaritySearch_Max,PKM2,AUROC,0.5521876587932533, +LIT-PCBA,SimilaritySearch_Max,PKM2,BEDROC,0.08332082610915928, +LIT-PCBA,SimilaritySearch_Max,PKM2,Enrichment factor 1%,2.938437139561707, +LIT-PCBA,SimilaritySearch_Max,PKM2,Enrichment factor 5%,1.7642153656753743, +LIT-PCBA,SimilaritySearch_Max,PKM2,RIE,1.629894142714582, +LIT-PCBA,SimilaritySearch_Max,PKM2,AUPRC,0.00439450018266917, +LIT-PCBA,LightGBM_Ranker,PKM2,AUROC,0.6189333143062656, +LIT-PCBA,LightGBM_Ranker,PKM2,BEDROC,0.11338063584063096, +LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 1%,2.2038278546712804, +LIT-PCBA,LightGBM_Ranker,PKM2,Enrichment factor 5%,2.352287154233832, +LIT-PCBA,LightGBM_Ranker,PKM2,RIE,2.217914075223642, +LIT-PCBA,LightGBM_Ranker,PKM2,AUPRC,0.003814480412833985, +LIT-PCBA,LightGBM_Ranker,PKM2,accuracy,0.5007278020378457, +LIT-PCBA,LightGBM_Ranker,PKM2,F1 score,0.00586185560295698, +LIT-PCBA,LightGBM_Ranker,PKM2,recall,0.6617647058823529, +LIT-PCBA,LightGBM_Ranker,PKM2,precision,0.00294396650420333, +LIT-PCBA,LightGBM_Ranker,PKM2,MCC,0.015276200213509433, +LIT-PCBA,RandomForest,PPARG,AUROC,0.6526325977545488, +LIT-PCBA,RandomForest,PPARG,BEDROC,0.2470296299839111, +LIT-PCBA,RandomForest,PPARG,Enrichment factor 1%,16.055555555555554, +LIT-PCBA,RandomForest,PPARG,Enrichment factor 5%,3.2840909090909087, +LIT-PCBA,RandomForest,PPARG,RIE,4.613926434007833, +LIT-PCBA,RandomForest,PPARG,AUPRC,0.06799738390697678, +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,0.7181571815718156, +LIT-PCBA,LogisticRegression,PPARG,BEDROC,0.24053629997264445, +LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 1%,16.055555555555554, +LIT-PCBA,LogisticRegression,PPARG,Enrichment factor 5%,6.5681818181818175, +LIT-PCBA,LogisticRegression,PPARG,RIE,4.492646461647487, +LIT-PCBA,LogisticRegression,PPARG,AUPRC,0.0725101904841108, +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,0.5625241966705381, +LIT-PCBA,SimilaritySearch_Mean,PPARG,BEDROC,0.2041535984509096, +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,3.8131040654817974, +LIT-PCBA,SimilaritySearch_Mean,PPARG,AUPRC,0.0257650565901987, +LIT-PCBA,SimilaritySearch_Max,PPARG,AUROC,0.5854626403406891, +LIT-PCBA,SimilaritySearch_Max,PPARG,BEDROC,0.10869779867753894, +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,2.030216588938641, +LIT-PCBA,SimilaritySearch_Max,PPARG,AUPRC,0.015045912304373035, +LIT-PCBA,LightGBM_Ranker,PPARG,AUROC,0.582365466511808, +LIT-PCBA,LightGBM_Ranker,PPARG,BEDROC,0.18891169389184626, +LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 1%,16.055555555555554, +LIT-PCBA,LightGBM_Ranker,PPARG,Enrichment factor 5%,3.2840909090909087, +LIT-PCBA,LightGBM_Ranker,PPARG,RIE,3.5284215127030505, +LIT-PCBA,LightGBM_Ranker,PPARG,AUPRC,0.09252318246295667, +LIT-PCBA,LightGBM_Ranker,PPARG,accuracy,0.5005767012687428, +LIT-PCBA,LightGBM_Ranker,PPARG,F1 score,0.01366742596810934, +LIT-PCBA,LightGBM_Ranker,PPARG,recall,0.5, +LIT-PCBA,LightGBM_Ranker,PPARG,precision,0.006928406466512702, +LIT-PCBA,LightGBM_Ranker,PPARG,MCC,9.628424756659102e-05, +LIT-PCBA,RandomForest,TP53,AUROC,0.503183962264151, +LIT-PCBA,RandomForest,TP53,BEDROC,0.1290583753338648, +LIT-PCBA,RandomForest,TP53,Enrichment factor 1%,5.631944444444445, +LIT-PCBA,RandomForest,TP53,Enrichment factor 5%,2.472560975609756, +LIT-PCBA,RandomForest,TP53,RIE,2.1327947149027544, +LIT-PCBA,RandomForest,TP53,AUPRC,0.04123490935481384, +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,0.6602201257861635, +LIT-PCBA,LogisticRegression,TP53,BEDROC,0.16344905625233017, +LIT-PCBA,LogisticRegression,TP53,Enrichment factor 1%,5.631944444444445, +LIT-PCBA,LogisticRegression,TP53,Enrichment factor 5%,2.472560975609756, +LIT-PCBA,LogisticRegression,TP53,RIE,2.701128700023519, +LIT-PCBA,LogisticRegression,TP53,AUPRC,0.1003175118019527, +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,0.45770440251572325, +LIT-PCBA,SimilaritySearch_Mean,TP53,BEDROC,0.06380812178552006, +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,1.0544811823155122, +LIT-PCBA,SimilaritySearch_Mean,TP53,AUPRC,0.023634798966394574, +LIT-PCBA,SimilaritySearch_Max,TP53,AUROC,0.4754323899371069, +LIT-PCBA,SimilaritySearch_Max,TP53,BEDROC,0.07622849100467986, +LIT-PCBA,SimilaritySearch_Max,TP53,Enrichment factor 1%,5.631944444444445, +LIT-PCBA,SimilaritySearch_Max,TP53,Enrichment factor 5%,1.236280487804878, +LIT-PCBA,SimilaritySearch_Max,TP53,RIE,1.2597378898442726, +LIT-PCBA,SimilaritySearch_Max,TP53,AUPRC,0.02806345703067057, +LIT-PCBA,LightGBM_Ranker,TP53,AUROC,0.646933962264151, +LIT-PCBA,LightGBM_Ranker,TP53,BEDROC,0.09294182799262589, +LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 1%,5.631944444444445, +LIT-PCBA,LightGBM_Ranker,TP53,Enrichment factor 5%,1.236280487804878, +LIT-PCBA,LightGBM_Ranker,TP53,RIE,1.535939382845985, +LIT-PCBA,LightGBM_Ranker,TP53,AUPRC,0.04938981058112671, +LIT-PCBA,LightGBM_Ranker,TP53,accuracy,0.5080147965474723, +LIT-PCBA,LightGBM_Ranker,TP53,F1 score,0.052256532066508314, +LIT-PCBA,LightGBM_Ranker,TP53,recall,0.6875, +LIT-PCBA,LightGBM_Ranker,TP53,precision,0.027160493827160494, +LIT-PCBA,LightGBM_Ranker,TP53,MCC,0.05337448472157782, +LIT-PCBA,RandomForest,VDR,AUROC,0.6821537027648471, +LIT-PCBA,RandomForest,VDR,BEDROC,0.29379703128343054, +LIT-PCBA,RandomForest,VDR,Enrichment factor 1%,15.141305861060838, +LIT-PCBA,RandomForest,VDR,Enrichment factor 5%,6.060234586131, +LIT-PCBA,RandomForest,VDR,RIE,5.729840434285815, +LIT-PCBA,RandomForest,VDR,AUPRC,0.015087906156178334, +LIT-PCBA,RandomForest,VDR,accuracy,0.9974561726124801, +LIT-PCBA,RandomForest,VDR,F1 score,0.011904761904761904, +LIT-PCBA,RandomForest,VDR,recall,0.006060606060606061, +LIT-PCBA,RandomForest,VDR,precision,0.3333333333333333, +LIT-PCBA,RandomForest,VDR,MCC,0.04466324087599085, +LIT-PCBA,LogisticRegression,VDR,AUROC,0.7904959164395954, +LIT-PCBA,LogisticRegression,VDR,BEDROC,0.2737194641320745, +LIT-PCBA,LogisticRegression,VDR,Enrichment factor 1%,12.113044688848671, +LIT-PCBA,LogisticRegression,VDR,Enrichment factor 5%,5.939029894408381, +LIT-PCBA,LogisticRegression,VDR,RIE,5.338273321662396, +LIT-PCBA,LogisticRegression,VDR,AUPRC,0.02083284164403119, +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,0.3871856789771709, +LIT-PCBA,SimilaritySearch_Mean,VDR,BEDROC,0.04366278766337231, +LIT-PCBA,SimilaritySearch_Mean,VDR,Enrichment factor 1%,1.211304468884867, +LIT-PCBA,SimilaritySearch_Mean,VDR,Enrichment factor 5%,0.9696375337809602, +LIT-PCBA,SimilaritySearch_Mean,VDR,RIE,0.8515430387802249, +LIT-PCBA,SimilaritySearch_Mean,VDR,AUPRC,0.0021017262000101785, +LIT-PCBA,SimilaritySearch_Max,VDR,AUROC,0.5473036583282239, +LIT-PCBA,SimilaritySearch_Max,VDR,BEDROC,0.12167131043237142, +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,2.3729211913425026, +LIT-PCBA,SimilaritySearch_Max,VDR,AUPRC,0.005694128205101891, +LIT-PCBA,LightGBM_Ranker,VDR,AUROC,0.6947387410538998, +LIT-PCBA,LightGBM_Ranker,VDR,BEDROC,0.18066367535711628, +LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 1%,8.47913128219407, +LIT-PCBA,LightGBM_Ranker,VDR,Enrichment factor 5%,3.6361407516786004, +LIT-PCBA,LightGBM_Ranker,VDR,RIE,3.523432596746976, +LIT-PCBA,LightGBM_Ranker,VDR,AUPRC,0.008384925733240409, +LIT-PCBA,LightGBM_Ranker,VDR,accuracy,0.50127191369376, +LIT-PCBA,LightGBM_Ranker,VDR,F1 score,0.007562589577043881, +LIT-PCBA,LightGBM_Ranker,VDR,recall,0.7515151515151515, +LIT-PCBA,LightGBM_Ranker,VDR,precision,0.0038004168199092803, +LIT-PCBA,LightGBM_Ranker,VDR,MCC,0.025326527518323774, +WELQRATE,RandomForest,AID1798,AUROC,0.6512142270312158,1.0 +WELQRATE,RandomForest,AID1798,BEDROC,0.20730798503705983,1.0 +WELQRATE,RandomForest,AID1798,Enrichment factor 1%,8.65431218816821,1.0 +WELQRATE,RandomForest,AID1798,Enrichment factor 5%,3.4731121281464534,1.0 +WELQRATE,RandomForest,AID1798,RIE,4.068603546390552,1.0 +WELQRATE,RandomForest,AID1798,AUPRC,0.011790102906274696,1.0 +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,0.6252524781424784,1.0 +WELQRATE,LogisticRegression,AID1798,BEDROC,0.2134454025169892,1.0 +WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,12.981468282252315,1.0 +WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,5.20966819221968,1.0 +WELQRATE,LogisticRegression,AID1798,RIE,4.189055820634592,1.0 +WELQRATE,LogisticRegression,AID1798,AUPRC,0.01198613123697108,1.0 +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,0.5482300519844872,1.0 +WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.18174586605871176,1.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,8.65431218816821,1.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,4.3413901601830664,1.0 +WELQRATE,SimilaritySearch_Mean,AID1798,RIE,3.5669242365655696,1.0 +WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.006868691242339346,1.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.6135407211816156,1.0 +WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.14290427596547467,1.0 +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,2.8046235005825575,1.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.0157124511173798,1.0 +WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.622468491804102,1.0 +WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.15110400379868294,1.0 +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,4.327156094084105,1.0 +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,3.4731121281464534,1.0 +WELQRATE,LightGBM_Ranker,AID1798,RIE,2.965550448915792,1.0 +WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.004887311997971685,1.0 +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,0.7049442884152946,2.0 +WELQRATE,RandomForest,AID1798,BEDROC,0.335815062918644,2.0 +WELQRATE,RandomForest,AID1798,Enrichment factor 1%,19.35200364298725,2.0 +WELQRATE,RandomForest,AID1798,Enrichment factor 5%,7.766264619883041,2.0 +WELQRATE,RandomForest,AID1798,RIE,6.5210470755008165,2.0 +WELQRATE,RandomForest,AID1798,AUPRC,0.04641607851752655,2.0 +WELQRATE,RandomForest,AID1798,accuracy,0.9969527260747818,2.0 +WELQRATE,RandomForest,AID1798,F1 score,0.0,2.0 +WELQRATE,RandomForest,AID1798,recall,0.0,2.0 +WELQRATE,RandomForest,AID1798,precision,0.0,2.0 +WELQRATE,RandomForest,AID1798,MCC,-0.0004949071019830927,2.0 +WELQRATE,LogisticRegression,AID1798,AUROC,0.6879049874258861,2.0 +WELQRATE,LogisticRegression,AID1798,BEDROC,0.29366958535694954,2.0 +WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,13.822859744990893,2.0 +WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,7.211531432748537,2.0 +WELQRATE,LogisticRegression,AID1798,RIE,5.702642329088521,2.0 +WELQRATE,LogisticRegression,AID1798,AUPRC,0.03336539618610332,2.0 +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,0.5790700662664978,2.0 +WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.15213655115078492,2.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,5.529143897996357,2.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,2.7736659356725144,2.0 +WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.9542737336941554,2.0 +WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.00727874751153465,2.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.6242118233382896,2.0 +WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.21534228979305456,2.0 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5%,2.0659029038112524,3.0 +WELQRATE,LogisticRegression,AID1798,RIE,2.3655683519229966,3.0 +WELQRATE,LogisticRegression,AID1798,AUPRC,0.008365300460843036,3.0 +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,0.521753487988112,3.0 +WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.06104775161782616,3.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,3.4318824194460147,3.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,0.6886343012704175,3.0 +WELQRATE,SimilaritySearch_Mean,AID1798,RIE,1.1922525715697272,3.0 +WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.0030777620518634232,3.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5186918016266365,3.0 +WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.08826715882168448,3.0 +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,1.7238431089127675,3.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.003388892994958255,3.0 +WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.5139960771698688,3.0 +WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.05610847948722431,3.0 +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,3.0 +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,1.377268602540835,3.0 +WELQRATE,LightGBM_Ranker,AID1798,RIE,1.095789400776722,3.0 +WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.0026854439553635617,3.0 +WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.4997529237357931,3.0 +WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.0042622950819672135,3.0 +WELQRATE,LightGBM_Ranker,AID1798,recall,0.4482758620689655,3.0 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+WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.131805807622505,4.0 +WELQRATE,LogisticRegression,AID1798,RIE,3.7937638351625527,4.0 +WELQRATE,LogisticRegression,AID1798,AUPRC,0.020686805925515736,4.0 +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,0.5706180592523848,4.0 +WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.1620811378801873,4.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,6.863764838892029,4.0 +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,3.443171506352087,4.0 +WELQRATE,SimilaritySearch_Mean,AID1798,RIE,3.165417956493408,4.0 +WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.005951949639954702,4.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5855065945108846,4.0 +WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.14939345249005506,4.0 +WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,6.863764838892029,4.0 +WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.75453720508167,4.0 +WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.9176295515635684,4.0 +WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.012238411623160365,4.0 +WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.6192577367718354,4.0 +WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.06207058794334126,4.0 +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,0.0,4.0 +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,1.377268602540835,4.0 +WELQRATE,LightGBM_Ranker,AID1798,RIE,1.2122283964590173,4.0 +WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.003415195747752693,4.0 +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 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+WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.857663584637269,5.0 +WELQRATE,LogisticRegression,AID1798,RIE,3.9729536559375878,5.0 +WELQRATE,LogisticRegression,AID1798,AUPRC,0.020062601897455054,5.0 +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,0.5720553267021667,5.0 +WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.11856092948041058,5.0 +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,2.3004069332400054,5.0 +WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.005320627863079212,5.0 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+WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,19.984748700173313,1.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,7.9994450225459595,1.0 +WELQRATE,LogisticRegression,AID1843,RIE,7.3222699704039265,1.0 +WELQRATE,LogisticRegression,AID1843,AUPRC,0.008312914520171336,1.0 +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,0.6368745987402613,1.0 +WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.17198137092658664,1.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,3.996949740034662,1.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,4.799667013527575,1.0 +WELQRATE,SimilaritySearch_Mean,AID1843,RIE,3.424756041551092,1.0 +WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0022731136689735764,1.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7380080165188875,1.0 +WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.22634377702779795,1.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,11.990849220103987,1.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,4.799667013527575,1.0 +WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.507303386502308,1.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.001998464157842696,1.0 +WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.794007391855078,1.0 +WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.24735755867016462,1.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,7.993899480069324,1.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,6.399556018036767,1.0 +WELQRATE,LightGBM_Ranker,AID1843,RIE,4.925761934528603,1.0 +WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.006333290312868842,1.0 +WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002948522270015,1.0 +WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0014556545246594808,1.0 +WELQRATE,LightGBM_Ranker,AID1843,recall,0.84,1.0 +WELQRATE,LightGBM_Ranker,AID1843,precision,0.0007284584431802414,1.0 +WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01416285599411165,1.0 +WELQRATE,RandomForest,AID1843,AUROC,0.6287000209922329,2.0 +WELQRATE,RandomForest,AID1843,BEDROC,0.34972004906037774,2.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 1%,19.340079387264495,2.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.096281874839157,2.0 +WELQRATE,RandomForest,AID1843,RIE,6.956928546820162,2.0 +WELQRATE,RandomForest,AID1843,AUPRC,0.002517855599413026,2.0 +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,0.7938285634315303,2.0 +WELQRATE,LogisticRegression,AID1843,BEDROC,0.2491668006483828,2.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,9.670039693632248,2.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,4.515815738534009,2.0 +WELQRATE,LogisticRegression,AID1843,RIE,4.956637851262549,2.0 +WELQRATE,LogisticRegression,AID1843,AUPRC,0.02113951507762761,2.0 +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,0.5606238891610105,2.0 +WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.11143496700731653,2.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,3.2233465645440824,2.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,3.2255826703814354,2.0 +WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.21675913361538,2.0 +WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0012111132273754236,2.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.6003409138618712,2.0 +WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.1708810795524245,2.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,3.2233465645440824,2.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,3.870699204457722,2.0 +WELQRATE,SimilaritySearch_Max,AID1843,RIE,3.399311738219902,2.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.0014189187875823727,2.0 +WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.6494702959904834,2.0 +WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.1515004704358748,2.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,6.446693129088165,2.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,3.870699204457722,2.0 +WELQRATE,LightGBM_Ranker,AID1843,RIE,3.0137761866359822,2.0 +WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.002709552787667464,2.0 +WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5002775079783544,2.0 +WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.001594012059047751,2.0 +WELQRATE,LightGBM_Ranker,AID1843,recall,0.7419354838709677,2.0 +WELQRATE,LightGBM_Ranker,AID1843,precision,0.0007978631144413224,2.0 +WELQRATE,LightGBM_Ranker,AID1843,MCC,0.011223700687805828,2.0 +WELQRATE,RandomForest,AID1843,AUROC,0.7330443229588492,3.0 +WELQRATE,RandomForest,AID1843,BEDROC,0.4923579695860644,3.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 1%,33.30791450028885,3.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 5%,11.11034030909161,3.0 +WELQRATE,RandomForest,AID1843,RIE,9.785929605307134,3.0 +WELQRATE,RandomForest,AID1843,AUPRC,0.011919273387504448,3.0 +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,0.9232355663542752,3.0 +WELQRATE,LogisticRegression,AID1843,BEDROC,0.47314620549162134,3.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,24.980935875216637,3.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,10.55482329363703,3.0 +WELQRATE,LogisticRegression,AID1843,RIE,9.404083505845977,3.0 +WELQRATE,LogisticRegression,AID1843,AUPRC,0.04926904463935388,3.0 +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,0.692371958039261,3.0 +WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.10703179387824664,3.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,2.7756595416907377,3.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.2220680618183217,3.0 +WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.127325403682942,3.0 +WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0023392731572297746,3.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7851021057503181,3.0 +WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.32974050023740664,3.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,16.653957250144426,3.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,7.221721200909546,3.0 +WELQRATE,SimilaritySearch_Max,AID1843,RIE,6.553803389839504,3.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.006590930852352826,3.0 +WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7662132650699989,3.0 +WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.33428502811789024,3.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,24.980935875216637,3.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,7.221721200909546,3.0 +WELQRATE,LightGBM_Ranker,AID1843,RIE,6.644128788200868,3.0 +WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.008710273783868655,3.0 +WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003815734702373,3.0 +WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0020094235033259423,3.0 +WELQRATE,LightGBM_Ranker,AID1843,recall,0.8055555555555556,3.0 +WELQRATE,LightGBM_Ranker,AID1843,precision,0.0010059664215346191,3.0 +WELQRATE,LightGBM_Ranker,AID1843,MCC,0.015275126076329743,3.0 +WELQRATE,RandomForest,AID1843,AUROC,0.6159404505692864,4.0 +WELQRATE,RandomForest,AID1843,BEDROC,0.34649864524111623,4.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 1%,17.486655112651647,4.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 5%,6.499549080818592,4.0 +WELQRATE,RandomForest,AID1843,RIE,6.88211647510261,4.0 +WELQRATE,RandomForest,AID1843,AUPRC,0.003578975475779446,4.0 +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,0.8077478478200499,4.0 +WELQRATE,LogisticRegression,AID1843,BEDROC,0.2820390689891037,4.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,17.486655112651647,4.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,5.999583766909469,4.0 +WELQRATE,LogisticRegression,AID1843,RIE,5.6018277492472235,4.0 +WELQRATE,LogisticRegression,AID1843,AUPRC,0.019745661605657917,4.0 +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,0.6284404505692863,4.0 +WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.12307373413364055,4.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,4.996187175043327,4.0 +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,2.9997918834547344,4.0 +WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.4444764625806226,4.0 +WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0013910837129995591,4.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7406683907247986,4.0 +WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.23806030639411646,4.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,12.490467937608319,4.0 +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,4.999653139091224,4.0 +WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.728326600134802,4.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.004748724299580889,4.0 +WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7033265499166897,4.0 +WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.2620611274730761,4.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,14.988561525129985,4.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,5.999583766909469,4.0 +WELQRATE,LightGBM_Ranker,AID1843,RIE,5.205028161412983,4.0 +WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.03220244707775943,4.0 +WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003121964756487,4.0 +WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.002009145074130525,4.0 +WELQRATE,LightGBM_Ranker,AID1843,recall,0.725,4.0 +WELQRATE,LightGBM_Ranker,AID1843,precision,0.0010059664215346191,4.0 +WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01185689454906643,4.0 +WELQRATE,RandomForest,AID1843,AUROC,0.5929304048375219,5.0 +WELQRATE,RandomForest,AID1843,BEDROC,0.30926318746016085,5.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 1%,17.129784600148554,5.0 +WELQRATE,RandomForest,AID1843,Enrichment factor 5%,5.713889301818543,5.0 +WELQRATE,RandomForest,AID1843,RIE,6.147867721740101,5.0 +WELQRATE,RandomForest,AID1843,AUPRC,0.006385948349687752,5.0 +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,0.826732317334702,5.0 +WELQRATE,LogisticRegression,AID1843,BEDROC,0.42634864306967907,5.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,31.40460510027234,5.0 +WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,9.142222882909667,5.0 +WELQRATE,LogisticRegression,AID1843,RIE,8.475418874150304,5.0 +WELQRATE,LogisticRegression,AID1843,AUPRC,0.03938860833219762,5.0 +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,0.6388801701760519,5.0 +WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.18176277892504417,5.0 +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,3.6132768857237663,5.0 +WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0017879890887779544,5.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7377483903437982,5.0 +WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.24315479196303294,5.0 +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,4.833693631351877,5.0 +WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.003735954208888697,5.0 +WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7719214472898026,5.0 +WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.3513361917577552,5.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,22.83971280019807,5.0 +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,7.4280560923641055,5.0 +WELQRATE,LightGBM_Ranker,AID1843,RIE,6.98424034486772,5.0 +WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.02538924947796493,5.0 +WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003989177188845,5.0 +WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0020094931226830198,5.0 +WELQRATE,LightGBM_Ranker,AID1843,recall,0.8285714285714286,5.0 +WELQRATE,LightGBM_Ranker,AID1843,precision,0.0010059664215346191,5.0 +WELQRATE,LightGBM_Ranker,AID1843,MCC,0.0161958377850805,5.0 +WELQRATE,RandomForest,AID2258,AUROC,0.6778952652990565,1.0 +WELQRATE,RandomForest,AID2258,BEDROC,0.35910807653757687,1.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 1%,19.9706390328152,1.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.999135247319266,1.0 +WELQRATE,RandomForest,AID2258,RIE,7.120404838527555,1.0 +WELQRATE,RandomForest,AID2258,AUPRC,0.01378322901865384,1.0 +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,0.7559387172163075,1.0 +WELQRATE,LogisticRegression,AID2258,BEDROC,0.2964039046719001,1.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,15.97651122625216,1.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.39944655828433,1.0 +WELQRATE,LogisticRegression,AID2258,RIE,5.877104797922184,1.0 +WELQRATE,LogisticRegression,AID2258,AUPRC,0.005972926264660869,1.0 +WELQRATE,LogisticRegression,AID2258,accuracy,0.9991351725330796,1.0 +WELQRATE,LogisticRegression,AID2258,F1 score,0.0,1.0 +WELQRATE,LogisticRegression,AID2258,recall,0.0,1.0 +WELQRATE,LogisticRegression,AID2258,precision,0.0,1.0 +WELQRATE,LogisticRegression,AID2258,MCC,0.0,1.0 +WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5468162382065265,1.0 +WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.09980635372514077,1.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,1.99706390328152,1.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,1.9998270494638533,1.0 +WELQRATE,SimilaritySearch_Mean,AID2258,RIE,1.978963162328414,1.0 +WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.00147369232576683,1.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.6783985112092097,1.0 +WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.22180382495959078,1.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,9.9853195164076,1.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,4.399619508820478,1.0 +WELQRATE,SimilaritySearch_Max,AID2258,RIE,4.3979323700625965,1.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.008343685015845228,1.0 +WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.643603219942872,1.0 +WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.15001943075138158,1.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,5.99119170984456,1.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.599688689034936,1.0 +WELQRATE,LightGBM_Ranker,AID2258,RIE,2.9745894316519523,1.0 +WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.0022254816877906123,1.0 +WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003545792614373,1.0 +WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0024173774907621645,1.0 +WELQRATE,LightGBM_Ranker,AID2258,recall,0.7,1.0 +WELQRATE,LightGBM_Ranker,AID2258,precision,0.00121077939599405,1.0 +WELQRATE,LightGBM_Ranker,AID2258,MCC,0.011768778357169404,1.0 +WELQRATE,RandomForest,AID2258,AUROC,0.6766429938661751,2.0 +WELQRATE,RandomForest,AID2258,BEDROC,0.37923885867783214,2.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 1%,24.453843713651263,2.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.795071262680098,2.0 +WELQRATE,RandomForest,AID2258,RIE,7.520855563391312,2.0 +WELQRATE,RandomForest,AID2258,AUPRC,0.07235476957469385,2.0 +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,0.780430477076057,2.0 +WELQRATE,LogisticRegression,AID2258,BEDROC,0.2709736456338835,2.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,8.151281237883754,2.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.121919539175061,2.0 +WELQRATE,LogisticRegression,AID2258,RIE,5.373799673124608,2.0 +WELQRATE,LogisticRegression,AID2258,AUPRC,0.004470287828900691,2.0 +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,0.5309033560451843,2.0 +WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.11755201918010794,2.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,4.075640618941877,2.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.040639846391687,2.0 +WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.3312267403196816,2.0 +WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.0023095312073069243,2.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7480581402661123,2.0 +WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.34946623251559017,2.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,20.378203094709388,2.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,8.570687354845086,2.0 +WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.930421290247625,2.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.051151919329189104,2.0 +WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.7081918111564813,2.0 +WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.15659618319972018,2.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,10.189101547354694,2.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.856895784948362,2.0 +WELQRATE,LightGBM_Ranker,AID2258,RIE,3.105529029872451,2.0 +WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.014667329878371074,2.0 +WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.500510248205483,2.0 +WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0026937422295897225,2.0 +WELQRATE,LightGBM_Ranker,AID2258,recall,0.7959183673469388,2.0 +WELQRATE,LightGBM_Ranker,AID2258,precision,0.0013491541841076555,2.0 +WELQRATE,LightGBM_Ranker,AID2258,MCC,0.017237588231686897,2.0 +WELQRATE,RandomForest,AID2258,AUROC,0.6800084296708433,3.0 +WELQRATE,RandomForest,AID2258,BEDROC,0.4023097700153321,3.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 1%,26.883552544174304,3.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.614553122422372,3.0 +WELQRATE,RandomForest,AID2258,RIE,7.9742582962367035,3.0 +WELQRATE,RandomForest,AID2258,AUPRC,0.034712791571139476,3.0 +WELQRATE,RandomForest,AID2258,accuracy,0.9990832828850644,3.0 +WELQRATE,RandomForest,AID2258,F1 score,0.0,3.0 +WELQRATE,RandomForest,AID2258,recall,0.0,3.0 +WELQRATE,RandomForest,AID2258,precision,0.0,3.0 +WELQRATE,RandomForest,AID2258,MCC,-0.00012478439919672496,3.0 +WELQRATE,LogisticRegression,AID2258,AUROC,0.7970649963577964,3.0 +WELQRATE,LogisticRegression,AID2258,BEDROC,0.36149920509942596,3.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,19.202537531553077,3.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,8.845388872628583,3.0 +WELQRATE,LogisticRegression,AID2258,RIE,7.1653443487956325,3.0 +WELQRATE,LogisticRegression,AID2258,AUPRC,0.010071018335909067,3.0 +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,0.6056864988101246,3.0 +WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.16785684534722306,3.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,7.681015012621231,3.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,3.076656999175159,3.0 +WELQRATE,SimilaritySearch_Mean,AID2258,RIE,3.3271224094098546,3.0 +WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.004743294972341526,3.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7471664720162893,3.0 +WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.3057481079604748,3.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,17.28228377839777,3.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,7.307060373041002,3.0 +WELQRATE,SimilaritySearch_Max,AID2258,RIE,6.060291278499552,3.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.013604509679809742,3.0 +WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6335796537309617,3.0 +WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.23458842155002316,3.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,13.441776272087152,3.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,5.768731873453423,3.0 +WELQRATE,LightGBM_Ranker,AID2258,RIE,4.649821637818051,3.0 +WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.023223806102238367,3.0 +WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5002162068667301,3.0 +WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0022100210642632687,3.0 +WELQRATE,LightGBM_Ranker,AID2258,recall,0.6153846153846154,3.0 +WELQRATE,LightGBM_Ranker,AID2258,precision,0.0011069983049088457,3.0 +WELQRATE,LightGBM_Ranker,AID2258,MCC,0.006924481411865208,3.0 +WELQRATE,RandomForest,AID2258,AUROC,0.6746856037616211,4.0 +WELQRATE,RandomForest,AID2258,BEDROC,0.3617665816402706,4.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 1%,15.663246300247215,4.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 5%,9.803073771881634,4.0 +WELQRATE,RandomForest,AID2258,RIE,7.171880767882884,4.0 +WELQRATE,RandomForest,AID2258,AUPRC,0.045727340665878594,4.0 +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,0.7869502139197899,4.0 +WELQRATE,LogisticRegression,AID2258,BEDROC,0.29620217698425433,4.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,9.78952893765451,4.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,6.666090164879511,4.0 +WELQRATE,LogisticRegression,AID2258,RIE,5.872092136353072,4.0 +WELQRATE,LogisticRegression,AID2258,AUPRC,0.005290017416183505,4.0 +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,0.5663599419409062,4.0 +WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.11546460292356711,4.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,0.0,4.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.352737705251592,4.0 +WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.28904055086442,4.0 +WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.0014774402052025431,4.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7754877520567122,4.0 +WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.2975627934910144,4.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,19.57905787530902,4.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.273967214004245,4.0 +WELQRATE,SimilaritySearch_Max,AID2258,RIE,5.899065825455216,4.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.015178382141804628,4.0 +WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.5805152405121041,4.0 +WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.12351877425914323,4.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,7.831623150123607,4.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,2.352737705251592,4.0 +WELQRATE,LightGBM_Ranker,AID2258,RIE,2.4487113416433384,4.0 +WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.002081061272304488,4.0 +WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5002335034160685,4.0 +WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0022100973824159126,4.0 +WELQRATE,LightGBM_Ranker,AID2258,recall,0.6274509803921569,4.0 +WELQRATE,LightGBM_Ranker,AID2258,precision,0.0011069983049088457,4.0 +WELQRATE,LightGBM_Ranker,AID2258,MCC,0.007574589526446303,4.0 +WELQRATE,RandomForest,AID2258,AUROC,0.7183551171988037,5.0 +WELQRATE,RandomForest,AID2258,BEDROC,0.42825739843956223,5.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 1%,32.095669874167285,5.0 +WELQRATE,RandomForest,AID2258,Enrichment factor 5%,11.427583139793446,5.0 +WELQRATE,RandomForest,AID2258,RIE,8.48271854401599,5.0 +WELQRATE,RandomForest,AID2258,AUPRC,0.08065188879727786,5.0 +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,0.7840027404510862,5.0 +WELQRATE,LogisticRegression,AID2258,BEDROC,0.3470457606746184,5.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,19.614020478657782,5.0 +WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.856463408607995,5.0 +WELQRATE,LogisticRegression,AID2258,RIE,6.8741171169576605,5.0 +WELQRATE,LogisticRegression,AID2258,AUPRC,0.009857481756340335,5.0 +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,0.5400936279565585,5.0 +WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.12010538785518306,5.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,3.566185541574143,5.0 +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.499783811829817,5.0 +WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.3789903393017227,5.0 +WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.003949447067486346,5.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7366192776388589,5.0 +WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.30060294230152584,5.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,21.397113249444857,5.0 +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.428015516133814,5.0 +WELQRATE,SimilaritySearch_Max,AID2258,RIE,5.954199898592976,5.0 +WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.06969270394882077,5.0 +WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6710572934830192,5.0 +WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.19928181167223305,5.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,10.698556624722428,5.0 +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,4.285343677422543,5.0 +WELQRATE,LightGBM_Ranker,AID2258,RIE,3.9472792181705096,5.0 +WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.013797205403098995,5.0 +WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5005621378534982,5.0 +WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0030383592859855677,5.0 +WELQRATE,LightGBM_Ranker,AID2258,recall,0.7857142857142857,5.0 +WELQRATE,LightGBM_Ranker,AID2258,precision,0.0015221226692496627,5.0 +WELQRATE,LightGBM_Ranker,AID2258,MCC,0.01779341375155497,5.0 +WELQRATE,RandomForest,AID2689,AUROC,0.6520839493092857,1.0 +WELQRATE,RandomForest,AID2689,BEDROC,0.4449965203553874,1.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 1%,18.748460591133004,1.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 5%,7.499384236453202,1.0 +WELQRATE,RandomForest,AID2689,RIE,8.876587024254032,1.0 +WELQRATE,RandomForest,AID2689,AUPRC,0.01647259541846412,1.0 +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,0.8874303947173903,1.0 +WELQRATE,LogisticRegression,AID2689,BEDROC,0.313343701083183,1.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,6.2494868637110015,1.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,6.2494868637110015,1.0 +WELQRATE,LogisticRegression,AID2689,RIE,6.250436822262808,1.0 +WELQRATE,LogisticRegression,AID2689,AUPRC,0.0023810199517572536,1.0 +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,0.5885034248262948,1.0 +WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.09395563516947468,1.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,1.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 +WELQRATE,SimilaritySearch_Mean,AID2689,RIE,1.8741840629313598,1.0 +WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0004875046132079923,1.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.6291793968363475,1.0 +WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.2794933590884728,1.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,18.748460591133004,1.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,4.999589490968801,1.0 +WELQRATE,SimilaritySearch_Max,AID2689,RIE,5.575205688145738,1.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.011979274613261558,1.0 +WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.5253771826081244,1.0 +WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.13537105819586137,1.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,6.2494868637110015,1.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,2.4997947454844005,1.0 +WELQRATE,LightGBM_Ranker,AID2689,RIE,2.7003199721170157,1.0 +WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.0007066931722508267,1.0 +WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.50000821085475,1.0 +WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0005252273249515806,1.0 +WELQRATE,LightGBM_Ranker,AID2689,recall,0.5,1.0 +WELQRATE,LightGBM_Ranker,AID2689,precision,0.00026275166683088644,1.0 +WELQRATE,LightGBM_Ranker,AID2689,MCC,2.6622240444028555e-07,1.0 +WELQRATE,RandomForest,AID2689,AUROC,0.7072196484310828,2.0 +WELQRATE,RandomForest,AID2689,BEDROC,0.5167037454461378,2.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 1%,27.99770114942529,2.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 5%,9.599211822660099,2.0 +WELQRATE,RandomForest,AID2689,RIE,10.291765035493677,2.0 +WELQRATE,RandomForest,AID2689,AUPRC,0.042005921630505955,2.0 +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,0.8234309183505832,2.0 +WELQRATE,LogisticRegression,AID2689,BEDROC,0.3421154414466685,2.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,19.998357963875204,2.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,9.599211822660099,2.0 +WELQRATE,LogisticRegression,AID2689,RIE,6.814294993294246,2.0 +WELQRATE,LogisticRegression,AID2689,AUPRC,0.007092288908752175,2.0 +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,0.7553507474946608,2.0 +WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.2522921555124715,2.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,7.999343185550082,2.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,6.3994745484400655,2.0 +WELQRATE,SimilaritySearch_Mean,AID2689,RIE,5.025184389819726,2.0 +WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0019020196065836397,2.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7586262526696238,2.0 +WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.3778731275727689,2.0 +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,7.526520723388185,2.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.009962604730902932,2.0 +WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.6513418761294563,2.0 +WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.21237126322878241,2.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,7.999343185550082,2.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,4.799605911330049,2.0 +WELQRATE,LightGBM_Ranker,AID2689,RIE,4.230035437717979,2.0 +WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.002661404385219345,2.0 +WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5001560062402496,2.0 +WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011157784195326857,2.0 +WELQRATE,LightGBM_Ranker,AID2689,recall,0.68,2.0 +WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005583472920156337,2.0 +WELQRATE,LightGBM_Ranker,AID2689,MCC,0.007296098097731907,2.0 +WELQRATE,RandomForest,AID2689,AUROC,0.6267396090027928,3.0 +WELQRATE,RandomForest,AID2689,BEDROC,0.42192202188667494,3.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 1%,23.998029556650245,3.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 5%,6.3994745484400655,3.0 +WELQRATE,RandomForest,AID2689,RIE,8.403891697614972,3.0 +WELQRATE,RandomForest,AID2689,AUPRC,0.039319762196631726,3.0 +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,0.9333740758994579,3.0 +WELQRATE,LogisticRegression,AID2689,BEDROC,0.621673141297201,3.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,43.99638752052545,3.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,15.198752052545155,3.0 +WELQRATE,LogisticRegression,AID2689,RIE,12.382557608981045,3.0 +WELQRATE,LogisticRegression,AID2689,AUPRC,0.0124857424716586,3.0 +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,0.603663545260391,3.0 +WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.15973412159677067,3.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,7.999343185550082,3.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,3.1997372742200327,3.0 +WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.1816027595880296,3.0 +WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.001166593411453649,3.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7409140791851486,3.0 +WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.4366040873347023,3.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,27.99770114942529,3.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,8.79927750410509,3.0 +WELQRATE,SimilaritySearch_Max,AID2689,RIE,8.696330776198849,3.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.01997494512196687,3.0 +WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.8811907343518975,3.0 +WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.393122396937993,3.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,15.998686371100163,3.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,8.79927750410509,3.0 +WELQRATE,LightGBM_Ranker,AID2689,RIE,7.830257435230906,3.0 +WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.07459457768156674,3.0 +WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003859101732491,3.0 +WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0015752165922814387,3.0 +WELQRATE,LightGBM_Ranker,AID2689,recall,0.96,3.0 +WELQRATE,LightGBM_Ranker,AID2689,precision,0.0007882550004926594,3.0 +WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01864506633459401,3.0 +WELQRATE,RandomForest,AID2689,AUROC,0.7665147744136508,4.0 +WELQRATE,RandomForest,AID2689,BEDROC,0.6073786713312767,4.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 1%,45.829570333880675,4.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 5%,11.665708812260535,4.0 +WELQRATE,RandomForest,AID2689,RIE,12.099822872342926,4.0 +WELQRATE,RandomForest,AID2689,AUPRC,0.014988271788257214,4.0 +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,0.9044872216107286,4.0 +WELQRATE,LogisticRegression,AID2689,BEDROC,0.5600480477414108,4.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,41.663245758073344,4.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,13.33223864258347,4.0 +WELQRATE,LogisticRegression,AID2689,RIE,11.156931416077532,4.0 +WELQRATE,LogisticRegression,AID2689,AUPRC,0.013415228572740997,4.0 +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,0.7428845427214931,4.0 +WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.16698105292208718,4.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,4.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.999589490968801,4.0 +WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.326493466081669,4.0 +WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0011801217041907223,4.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.81021785141255,4.0 +WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.48554584927184713,4.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,24.997947454844006,4.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,12.498973727422003,4.0 +WELQRATE,SimilaritySearch_Max,AID2689,RIE,9.67274462363938,4.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.008484094523938423,4.0 +WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7958993198731744,4.0 +WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.281189432471042,4.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,8.33264915161467,4.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,8.33264915161467,4.0 +WELQRATE,LightGBM_Ranker,AID2689,RIE,5.601682279222136,4.0 +WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.002170998757881389,4.0 +WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5003038016257493,4.0 +WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0013128097410482786,4.0 +WELQRATE,LightGBM_Ranker,AID2689,recall,0.8333333333333334,4.0 +WELQRATE,LightGBM_Ranker,AID2689,precision,0.0006569223189357859,4.0 +WELQRATE,LightGBM_Ranker,AID2689,MCC,0.013239227061350091,4.0 +WELQRATE,RandomForest,AID2689,AUROC,0.758909396495378,5.0 +WELQRATE,RandomForest,AID2689,BEDROC,0.5798337440727145,5.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 1%,36.839080459770116,5.0 +WELQRATE,RandomForest,AID2689,Enrichment factor 5%,11.57799671592775,5.0 +WELQRATE,RandomForest,AID2689,RIE,11.560566996236474,5.0 +WELQRATE,RandomForest,AID2689,AUPRC,0.007926860713603656,5.0 +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,0.9297208129727038,5.0 +WELQRATE,LogisticRegression,AID2689,BEDROC,0.5280404459206998,5.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,26.313628899835795,5.0 +WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,13.683087027914613,5.0 +WELQRATE,LogisticRegression,AID2689,RIE,10.527926351876918,5.0 +WELQRATE,LogisticRegression,AID2689,AUPRC,0.03558090645359869,5.0 +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,0.6103580704175182,5.0 +WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.12309240377611223,5.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,0.0,5.0 +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,3.1576354679802954,5.0 +WELQRATE,SimilaritySearch_Mean,AID2689,RIE,2.454182796388326,5.0 +WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.0006274983576548217,5.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.7682761506565546,5.0 +WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.358852326539983,5.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,21.050903119868636,5.0 +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,8.420361247947454,5.0 +WELQRATE,SimilaritySearch_Max,AID2689,RIE,7.154699798462517,5.0 +WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.006398683486951329,5.0 +WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.841585656433613,5.0 +WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.3315420611058132,5.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,10.525451559934318,5.0 +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,10.525451559934318,5.0 +WELQRATE,LightGBM_Ranker,AID2689,RIE,6.610195179104257,5.0 +WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.009779258378818515,5.0 +WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002873799162493,5.0 +WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011816451125845205,5.0 +WELQRATE,LightGBM_Ranker,AID2689,recall,0.9473684210526315,5.0 +WELQRATE,LightGBM_Ranker,AID2689,precision,0.0005911912503694946,5.0 +WELQRATE,LightGBM_Ranker,AID2689,MCC,0.015807276048338398,5.0 +WELQRATE,RandomForest,AID435008,AUROC,0.5959550182901884,1.0 +WELQRATE,RandomForest,AID435008,BEDROC,0.32006816270435795,1.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 1%,21.02939166097061,1.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 5%,5.788721071446898,1.0 +WELQRATE,RandomForest,AID435008,RIE,6.361992984554209,1.0 +WELQRATE,RandomForest,AID435008,AUPRC,0.023126208226038423,1.0 +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,0.8419747412242187,1.0 +WELQRATE,LogisticRegression,AID435008,BEDROC,0.32709153250151807,1.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,13.14336978810663,1.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.893710551973042,1.0 +WELQRATE,LogisticRegression,AID435008,RIE,6.501596463727534,1.0 +WELQRATE,LogisticRegression,AID435008,AUPRC,0.004777461942006617,1.0 +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,0.5253383727637955,1.0 +WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.05996420607607052,1.0 +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,1.0 +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.5787421103946087,1.0 +WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.1919082046328877,1.0 +WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0007419928159217762,1.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6525696559185064,1.0 +WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.2305630947292864,1.0 +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,4.582901287286983,1.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.013916951199428294,1.0 +WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6029221079335082,1.0 +WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.10547533749083894,1.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,7.886021872863978,1.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.5787421103946087,1.0 +WELQRATE,LightGBM_Ranker,AID435008,RIE,2.0965326897604,1.0 +WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0049025595420213956,1.0 +WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5002275238900085,1.0 +WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0016880924555252564,1.0 +WELQRATE,LightGBM_Ranker,AID435008,recall,0.6842105263157895,1.0 +WELQRATE,LightGBM_Ranker,AID435008,precision,0.0008450887343171033,1.0 +WELQRATE,LightGBM_Ranker,AID435008,MCC,0.009158405437933987,1.0 +WELQRATE,RandomForest,AID435008,AUROC,0.6712233573301779,2.0 +WELQRATE,RandomForest,AID435008,BEDROC,0.39996828349171737,2.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 1%,18.498075998075997,2.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.8877333622215,2.0 +WELQRATE,RandomForest,AID435008,RIE,7.964367264659109,2.0 +WELQRATE,RandomForest,AID435008,AUPRC,0.025600392641715132,2.0 +WELQRATE,RandomForest,AID435008,accuracy,0.9995449522199831,2.0 +WELQRATE,RandomForest,AID435008,F1 score,0.0,2.0 +WELQRATE,RandomForest,AID435008,recall,0.0,2.0 +WELQRATE,RandomForest,AID435008,precision,0.0,2.0 +WELQRATE,RandomForest,AID435008,MCC,-8.44655635541953e-05,2.0 +WELQRATE,LogisticRegression,AID435008,AUROC,0.8810539341878257,2.0 +WELQRATE,LogisticRegression,AID435008,BEDROC,0.47698087111154286,2.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,22.197691197691196,2.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,11.850311149628666,2.0 +WELQRATE,LogisticRegression,AID435008,RIE,9.49788018039025,2.0 +WELQRATE,LogisticRegression,AID435008,AUPRC,0.008953930700539616,2.0 +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,0.5966892182809588,2.0 +WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.1045252411074838,2.0 +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,2.0813585856663352,2.0 +WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0027303909985424155,2.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.710061813703794,2.0 +WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.27959908972155956,2.0 +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,5.567516061399935,2.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.01590304923679965,2.0 +WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.7291250033872585,2.0 +WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.08631928237575931,2.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,0.0,2.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.4812888937035833,2.0 +WELQRATE,LightGBM_Ranker,AID435008,RIE,1.7188324880342074,2.0 +WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0008801339471595066,2.0 +WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5003087824221544,2.0 +WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0014938460039619393,2.0 +WELQRATE,LightGBM_Ranker,AID435008,recall,0.8518518518518519,2.0 +WELQRATE,LightGBM_Ranker,AID435008,precision,0.0007475784957420529,2.0 +WELQRATE,LightGBM_Ranker,AID435008,MCC,0.014744040238310002,2.0 +WELQRATE,RandomForest,AID435008,AUROC,0.6718594865830165,3.0 +WELQRATE,RandomForest,AID435008,BEDROC,0.4085812329397073,3.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 1%,29.37929717341482,3.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 5%,8.82238238161693,3.0 +WELQRATE,RandomForest,AID435008,RIE,8.126637605129059,3.0 +WELQRATE,RandomForest,AID435008,AUPRC,0.014781821556534073,3.0 +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,0.8116576722724602,3.0 +WELQRATE,LogisticRegression,AID435008,BEDROC,0.32224336871292475,3.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,17.627578304048892,3.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,7.646064730734672,3.0 +WELQRATE,LogisticRegression,AID435008,RIE,6.409386605750473,3.0 +WELQRATE,LogisticRegression,AID435008,AUPRC,0.004747788878761046,3.0 +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,0.5277723044077952,3.0 +WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.05031137021440086,3.0 +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,0.0,3.0 +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.1763176508822573,3.0 +WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.0006878804958412,3.0 +WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0006127630573411219,3.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.702080938069722,3.0 +WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.30291343277093585,3.0 +WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,26.441367456073337,3.0 +WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,7.057905905293545,3.0 +WELQRATE,SimilaritySearch_Max,AID435008,RIE,6.024916221735491,3.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.006644805634187514,3.0 +WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6308720226195783,3.0 +WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.14497583804753456,3.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,8.813789152024446,3.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,2.3526353017645145,3.0 +WELQRATE,LightGBM_Ranker,AID435008,RIE,2.8835541460440557,3.0 +WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.031086704306182503,3.0 +WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001300136514334,3.0 +WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0013636363636363637,3.0 +WELQRATE,LightGBM_Ranker,AID435008,recall,0.6176470588235294,3.0 +WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006825716700253527,3.0 +WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0055324822901667734,3.0 +WELQRATE,RandomForest,AID435008,AUROC,0.6058148079152177,4.0 +WELQRATE,RandomForest,AID435008,BEDROC,0.31375156447749863,4.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 1%,15.891528925619836,4.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 5%,6.3628091115903915,4.0 +WELQRATE,RandomForest,AID435008,RIE,6.230373291512027,4.0 +WELQRATE,RandomForest,AID435008,AUPRC,0.00859325010392329,4.0 +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,0.8116169747829584,4.0 +WELQRATE,LogisticRegression,AID435008,BEDROC,0.268289475087628,4.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,4.540436835891382,4.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,6.817295476703991,4.0 +WELQRATE,LogisticRegression,AID435008,RIE,5.327602380727474,4.0 +WELQRATE,LogisticRegression,AID435008,AUPRC,0.0035252195919492305,4.0 +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,0.574159333380645,4.0 +WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.10972505749268739,4.0 +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,4.540436835891382,4.0 +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,2.7269181906815967,4.0 +WELQRATE,SimilaritySearch_Mean,AID435008,RIE,2.1788834016542995,4.0 +WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0012020230007192831,4.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6526879598088615,4.0 +WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.17514949361695636,4.0 +WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,11.351092089728454,4.0 +WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,4.090377286022394,4.0 +WELQRATE,SimilaritySearch_Max,AID435008,RIE,3.478059893103282,4.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.005211954286526329,4.0 +WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5050189024318122,4.0 +WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.06526803490940086,4.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,2.270218417945691,4.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,0.9089727302271988,4.0 +WELQRATE,LightGBM_Ranker,AID435008,RIE,1.2960707701427925,4.0 +WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0012286494976459707,4.0 +WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.4999349931742833,4.0 +WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0012982797792924375,4.0 +WELQRATE,LightGBM_Ranker,AID435008,recall,0.45454545454545453,4.0 +WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006500682571670025,4.0 +WELQRATE,LightGBM_Ranker,AID435008,MCC,-0.002431859440874379,4.0 +WELQRATE,RandomForest,AID435008,AUROC,0.6947605182760607,5.0 +WELQRATE,RandomForest,AID435008,BEDROC,0.4652832220301523,5.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 1%,32.3172268907563,5.0 +WELQRATE,RandomForest,AID435008,Enrichment factor 5%,9.410541207058058,5.0 +WELQRATE,RandomForest,AID435008,RIE,9.254434178560107,5.0 +WELQRATE,RandomForest,AID435008,AUPRC,0.04410284198652223,5.0 +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,0.8742068130383962,5.0 +WELQRATE,LogisticRegression,AID435008,BEDROC,0.3673392981080115,5.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,14.68964858670741,5.0 +WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,9.410541207058058,5.0 +WELQRATE,LogisticRegression,AID435008,RIE,7.306339877818978,5.0 +WELQRATE,LogisticRegression,AID435008,AUPRC,0.005369937202503709,5.0 +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,0.6018971444312871,5.0 +WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.06815944514175194,5.0 +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,1.3556842054624927,5.0 +WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0008195872327488757,5.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.7497623069521151,5.0 +WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.3641340649744194,5.0 +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,7.2425881293689045,5.0 +WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.04303027274857269,5.0 +WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.5697619530429493,5.0 +WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.06864301556514855,5.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,0.0,5.0 +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.7644764763233862,5.0 +WELQRATE,LightGBM_Ranker,AID435008,RIE,1.3653023701030556,5.0 +WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.0007452935535627227,5.0 +WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001300136514334,5.0 +WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0013636363636363637,5.0 +WELQRATE,LightGBM_Ranker,AID435008,recall,0.6176470588235294,5.0 +WELQRATE,LightGBM_Ranker,AID435008,precision,0.0006825716700253527,5.0 +WELQRATE,LightGBM_Ranker,AID435008,MCC,0.0055324822901667734,5.0 +WELQRATE,RandomForest,AID435034,AUROC,0.6554717432950191,1.0 +WELQRATE,RandomForest,AID435034,BEDROC,0.23850586545276659,1.0 +WELQRATE,RandomForest,AID435034,Enrichment factor 1%,11.08631772268136,1.0 +WELQRATE,RandomForest,AID435034,Enrichment factor 5%,4.44186902133922,1.0 +WELQRATE,RandomForest,AID435034,RIE,4.734733857263042,1.0 +WELQRATE,RandomForest,AID435034,AUPRC,0.002912525293833759,1.0 +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 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+WELQRATE,RandomForest,AID435034,BEDROC,0.3852136468100157,5.0 +WELQRATE,RandomForest,AID435034,Enrichment factor 1%,21.690621631333094,5.0 +WELQRATE,RandomForest,AID435034,Enrichment factor 5%,7.821551972358192,5.0 +WELQRATE,RandomForest,AID435034,RIE,7.559347074714064,5.0 +WELQRATE,RandomForest,AID435034,AUPRC,0.10036349880189604,5.0 +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,0.7901316976366588,5.0 +WELQRATE,LogisticRegression,AID435034,BEDROC,0.3122860184472624,5.0 +WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,13.014372978799857,5.0 +WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,6.952490642096171,5.0 +WELQRATE,LogisticRegression,AID435034,RIE,6.128231496045598,5.0 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+WELQRATE,SimilaritySearch_Mean,AID463087,RIE,2.917160093897126,1.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.019761048467131368,1.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8453150737742264,1.0 +WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.40286365938132773,1.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,19.37355324074074,1.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.884244746313712,1.0 +WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.619041052858023,1.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.060076277258960066,1.0 +WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.642488278679268,1.0 +WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.14481175874346983,1.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,3.690200617283951,1.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.331591779867642,1.0 +WELQRATE,LightGBM_Ranker,AID463087,RIE,2.7387100334612966,1.0 +WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.01408186554999688,1.0 +WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5024046001045478,1.0 +WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.015920603742375684,1.0 +WELQRATE,LightGBM_Ranker,AID463087,recall,0.7129629629629629,1.0 +WELQRATE,LightGBM_Ranker,AID463087,precision,0.008050182958703607,1.0 +WELQRATE,LightGBM_Ranker,AID463087,MCC,0.032093557863610185,1.0 +WELQRATE,RandomForest,AID463087,AUROC,0.8409490259497123,2.0 +WELQRATE,RandomForest,AID463087,BEDROC,0.48978750573812163,2.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 1%,27.019774011299436,2.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.84179019889131,2.0 +WELQRATE,RandomForest,AID463087,RIE,9.215616313859433,2.0 +WELQRATE,RandomForest,AID463087,AUPRC,0.1326745051154267,2.0 +WELQRATE,RandomForest,AID463087,accuracy,0.9936748562467329,2.0 +WELQRATE,RandomForest,AID463087,F1 score,0.0,2.0 +WELQRATE,RandomForest,AID463087,recall,0.0,2.0 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+WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.21132098541581762,2.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,5.0662076271186445,2.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.912686183872625,2.0 +WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.976118439243079,2.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.02321983465253362,2.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8373747891608154,2.0 +WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.38832024476532956,2.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,19.42046257062147,2.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.30074562102616,2.0 +WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.3064550344540775,2.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.061519062869422936,2.0 +WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6205257963748141,2.0 +WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1751427047878643,2.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,9.28804731638418,2.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.8962683527265645,2.0 +WELQRATE,LightGBM_Ranker,AID463087,RIE,3.2954045629823403,2.0 +WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.04082413653382081,2.0 +WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5020909566126502,2.0 +WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.016317257048435403,2.0 +WELQRATE,LightGBM_Ranker,AID463087,recall,0.6694915254237288,2.0 +WELQRATE,LightGBM_Ranker,AID463087,precision,0.008259278619968636,2.0 +WELQRATE,LightGBM_Ranker,AID463087,MCC,0.02670576880006884,2.0 +WELQRATE,RandomForest,AID463087,AUROC,0.804208997632202,3.0 +WELQRATE,RandomForest,AID463087,BEDROC,0.4092616102704281,3.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 1%,23.11541666666667,3.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.594984326018809,3.0 +WELQRATE,RandomForest,AID463087,RIE,7.672946455357161,3.0 +WELQRATE,RandomForest,AID463087,AUPRC,0.1678316143127076,3.0 +WELQRATE,RandomForest,AID463087,accuracy,0.9937271301620492,3.0 +WELQRATE,RandomForest,AID463087,F1 score,0.07692307692307693,3.0 +WELQRATE,RandomForest,AID463087,recall,0.04,3.0 +WELQRATE,RandomForest,AID463087,precision,1.0,3.0 +WELQRATE,RandomForest,AID463087,MCC,0.1993715616828116,3.0 +WELQRATE,LogisticRegression,AID463087,AUROC,0.87337605893186,3.0 +WELQRATE,LogisticRegression,AID463087,BEDROC,0.4782120726563679,3.0 +WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,30.289166666666667,3.0 +WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,9.914817136886102,3.0 +WELQRATE,LogisticRegression,AID463087,RIE,8.965648212977216,3.0 +WELQRATE,LogisticRegression,AID463087,AUPRC,0.2300094936260978,3.0 +WELQRATE,LogisticRegression,AID463087,accuracy,0.9938839519079979,3.0 +WELQRATE,LogisticRegression,AID463087,F1 score,0.12030075187969924,3.0 +WELQRATE,LogisticRegression,AID463087,recall,0.064,3.0 +WELQRATE,LogisticRegression,AID463087,precision,1.0,3.0 +WELQRATE,LogisticRegression,AID463087,MCC,0.25220707595589287,3.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.683032044198895,3.0 +WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.20733438166492774,3.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,11.159166666666666,3.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.6780773249738767,3.0 +WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.8871606274305623,3.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.09578909314905487,3.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8087448566166798,3.0 +WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.3285530226521028,3.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,17.535833333333333,3.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,6.55657262277952,3.0 +WELQRATE,SimilaritySearch_Max,AID463087,RIE,6.159800212983064,3.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.08139618277870353,3.0 +WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6566362536174691,3.0 +WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1755487935001324,3.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,7.970833333333333,3.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.6780773249738767,3.0 +WELQRATE,LightGBM_Ranker,AID463087,RIE,3.2912358973304636,3.0 +WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.05900575927973875,3.0 +WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5030841610036592,3.0 +WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.018988648090815272,3.0 +WELQRATE,LightGBM_Ranker,AID463087,recall,0.736,3.0 +WELQRATE,LightGBM_Ranker,AID463087,precision,0.009618400418191323,3.0 +WELQRATE,LightGBM_Ranker,AID463087,MCC,0.03827921897884148,3.0 +WELQRATE,RandomForest,AID463087,AUROC,0.8470915506782151,4.0 +WELQRATE,RandomForest,AID463087,BEDROC,0.543061108525592,4.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 1%,38.3213141025641,4.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 5%,11.043178347253582,4.0 +WELQRATE,RandomForest,AID463087,RIE,10.088319620643842,4.0 +WELQRATE,RandomForest,AID463087,AUPRC,0.29019498683491624,4.0 +WELQRATE,RandomForest,AID463087,accuracy,0.9928384736016728,4.0 +WELQRATE,RandomForest,AID463087,F1 score,0.11612903225806452,4.0 +WELQRATE,RandomForest,AID463087,recall,0.06293706293706294,4.0 +WELQRATE,RandomForest,AID463087,precision,0.75,4.0 +WELQRATE,RandomForest,AID463087,MCC,0.21597284614882997,4.0 +WELQRATE,LogisticRegression,AID463087,AUROC,0.9135816519289423,4.0 +WELQRATE,LogisticRegression,AID463087,BEDROC,0.5815189091710088,4.0 +WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,42.501821095571096,4.0 +WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,11.742113685687354,4.0 +WELQRATE,LogisticRegression,AID463087,RIE,10.802741215225211,4.0 +WELQRATE,LogisticRegression,AID463087,AUPRC,0.33063935019620033,4.0 +WELQRATE,LogisticRegression,AID463087,accuracy,0.9928384736016728,4.0 +WELQRATE,LogisticRegression,AID463087,F1 score,0.10457516339869281,4.0 +WELQRATE,LogisticRegression,AID463087,recall,0.055944055944055944,4.0 +WELQRATE,LogisticRegression,AID463087,precision,0.8,4.0 +WELQRATE,LogisticRegression,AID463087,MCC,0.2104203360465303,4.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7395737458938596,4.0 +WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.21527461662606617,4.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,8.361013986013987,4.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,4.473186165976134,4.0 +WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.9991063974482604,4.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.04068326510402243,4.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8584811985823204,4.0 +WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.46173277162311743,4.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,31.353802447552447,4.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.946372331952269,4.0 +WELQRATE,SimilaritySearch_Max,AID463087,RIE,8.577502071033374,4.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.18274325297968322,4.0 +WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.7087072089442132,4.0 +WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.340458040141199,4.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,27.173295454545453,4.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,6.849566316650956,4.0 +WELQRATE,LightGBM_Ranker,AID463087,RIE,6.324609664455654,4.0 +WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.08928620638371854,4.0 +WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5037637219027705,4.0 +WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.022045946224374162,4.0 +WELQRATE,LightGBM_Ranker,AID463087,recall,0.7482517482517482,4.0 +WELQRATE,LightGBM_Ranker,AID463087,precision,0.011187787536595566,4.0 +WELQRATE,LightGBM_Ranker,AID463087,MCC,0.043097650619538505,4.0 +WELQRATE,RandomForest,AID463087,AUROC,0.815974089068826,5.0 +WELQRATE,RandomForest,AID463087,BEDROC,0.4493989433024201,5.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 1%,25.292067307692307,5.0 +WELQRATE,RandomForest,AID463087,Enrichment factor 5%,9.841009565147496,5.0 +WELQRATE,RandomForest,AID463087,RIE,8.403946956447708,5.0 +WELQRATE,RandomForest,AID463087,AUPRC,0.14455617028376916,5.0 +WELQRATE,RandomForest,AID463087,accuracy,0.9930998431782541,5.0 +WELQRATE,RandomForest,AID463087,F1 score,0.014925373134328358,5.0 +WELQRATE,RandomForest,AID463087,recall,0.007692307692307693,5.0 +WELQRATE,RandomForest,AID463087,precision,0.25,5.0 +WELQRATE,RandomForest,AID463087,MCC,0.042811044625754274,5.0 +WELQRATE,LogisticRegression,AID463087,AUROC,0.8745018218623481,5.0 +WELQRATE,LogisticRegression,AID463087,BEDROC,0.4547654285377773,5.0 +WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,27.591346153846153,5.0 +WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,8.76464914395949,5.0 +WELQRATE,LogisticRegression,AID463087,RIE,8.504302459493898,5.0 +WELQRATE,LogisticRegression,AID463087,AUPRC,0.16900329456920016,5.0 +WELQRATE,LogisticRegression,AID463087,accuracy,0.9932566649242028,5.0 +WELQRATE,LogisticRegression,AID463087,F1 score,0.015267175572519083,5.0 +WELQRATE,LogisticRegression,AID463087,recall,0.007692307692307693,5.0 +WELQRATE,LogisticRegression,AID463087,precision,1.0,5.0 +WELQRATE,LogisticRegression,AID463087,MCC,0.08740957140009363,5.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7094921052631579,5.0 +WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.17557896617119945,5.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,5.3649839743589745,5.0 +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.3828470380194515,5.0 +WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.2833996440184205,5.0 +WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.020375373385829808,5.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8372044534412956,5.0 +WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.3955785202804152,5.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,19.927083333333336,5.0 +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.610883369504059,5.0 +WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.397482689864757,5.0 +WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.07778967427942263,5.0 +WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6475925101214575,5.0 +WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.1663320807393555,5.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,7.66426282051282,5.0 +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,3.3828470380194515,5.0 +WELQRATE,LightGBM_Ranker,AID463087,RIE,3.1104790454469025,5.0 +WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.019609628579137048,5.0 +WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5024046001045478,5.0 +WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.01815368746776689,5.0 +WELQRATE,LightGBM_Ranker,AID463087,recall,0.676923076923077,5.0 +WELQRATE,LightGBM_Ranker,AID463087,precision,0.009200209095661264,5.0 +WELQRATE,LightGBM_Ranker,AID463087,MCC,0.029269099096885777,5.0 +WELQRATE,RandomForest,AID485290,AUROC,0.6797821880705863,1.0 +WELQRATE,RandomForest,AID485290,BEDROC,0.34551564146611985,1.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 1%,22.285909311099044,1.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.6018186520578865,1.0 +WELQRATE,RandomForest,AID485290,RIE,6.763719412397214,1.0 +WELQRATE,RandomForest,AID485290,AUPRC,0.03677584280883381,1.0 +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 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1%,1.6508080971184476,1.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.4873123449678474,1.0 +WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.4189520766515913,1.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.002752771052590361,1.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6726342260822841,1.0 +WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.23018112441618369,1.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,13.20646477694758,1.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,4.792450889340841,1.0 +WELQRATE,SimilaritySearch_Max,AID485290,RIE,4.505962560285599,1.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.013379791879563296,1.0 +WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6799484111810339,1.0 +WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.2011363675654961,1.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,9.904848582710684,1.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.461937034903541,1.0 +WELQRATE,LightGBM_Ranker,AID485290,RIE,3.9373903715351712,1.0 +WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.008159130558011669,1.0 +WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5010226039943801,1.0 +WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.006304232335753498,1.0 +WELQRATE,LightGBM_Ranker,AID485290,recall,0.7355371900826446,1.0 +WELQRATE,LightGBM_Ranker,AID485290,precision,0.0031656825780749806,1.0 +WELQRATE,LightGBM_Ranker,AID485290,MCC,0.021876919663299476,1.0 +WELQRATE,RandomForest,AID485290,AUROC,0.7411017024668718,2.0 +WELQRATE,RandomForest,AID485290,BEDROC,0.3882063896101096,2.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 1%,27.930833609296446,2.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.964543602478481,2.0 +WELQRATE,RandomForest,AID485290,RIE,7.603448664702326,2.0 +WELQRATE,RandomForest,AID485290,AUPRC,0.0463128184143963,2.0 +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,0.7830701947018455,2.0 +WELQRATE,LogisticRegression,AID485290,BEDROC,0.3318566753200074,2.0 +WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,16.08138904777674,2.0 +WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,8.1340019769993,2.0 +WELQRATE,LogisticRegression,AID485290,RIE,6.499777604745274,2.0 +WELQRATE,LogisticRegression,AID485290,AUPRC,0.02387173145657586,2.0 +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,0.5267069751874991,2.0 +WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.09196574527017358,2.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,3.3855555890056297,2.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.6945837452081878,2.0 +WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.8012501964405938,2.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.0029663865779449125,2.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6785154063570725,2.0 +WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.24155315929507828,2.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,15.235000150525334,2.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,5.592126359187019,2.0 +WELQRATE,SimilaritySearch_Max,AID485290,RIE,4.731084036292021,2.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.016415713734678376,2.0 +WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6479766648975744,2.0 +WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.0957302461773772,2.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,0.8463888972514074,2.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,2.033500494249825,2.0 +WELQRATE,LightGBM_Ranker,AID485290,RIE,1.8749820823747962,2.0 +WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.006306363492033299,2.0 +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,0.7267409126996641,3.0 +WELQRATE,RandomForest,AID485290,BEDROC,0.37669635819333785,3.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 1%,23.047820740538324,3.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 5%,7.3831710252762885,3.0 +WELQRATE,RandomForest,AID485290,RIE,7.362398701781751,3.0 +WELQRATE,RandomForest,AID485290,AUPRC,0.05200134632123797,3.0 +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,0.7903910943154067,3.0 +WELQRATE,LogisticRegression,AID485290,BEDROC,0.3997734531150422,3.0 +WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,25.35260281459216,3.0 +WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,9.38277984462195,3.0 +WELQRATE,LogisticRegression,AID485290,RIE,7.813432456219065,3.0 +WELQRATE,LogisticRegression,AID485290,AUPRC,0.06795170751727349,3.0 +WELQRATE,LogisticRegression,AID485290,accuracy,0.9976880257518362,3.0 +WELQRATE,LogisticRegression,AID485290,F1 score,0.0,3.0 +WELQRATE,LogisticRegression,AID485290,recall,0.0,3.0 +WELQRATE,LogisticRegression,AID485290,precision,0.0,3.0 +WELQRATE,LogisticRegression,AID485290,MCC,0.0,3.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5705049589530596,3.0 +WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.11166585515807437,3.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,3.8413034567563877,3.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.6148730714520187,3.0 +WELQRATE,SimilaritySearch_Mean,AID485290,RIE,2.1824701522840413,3.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.003762462434896803,3.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6924421386916262,3.0 +WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.2815267243294113,3.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,22.279560049187047,3.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.306458584090163,3.0 +WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.502341471194201,3.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.022568236921500503,3.0 +WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6364505331920081,3.0 +WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.0795959114402952,3.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,0.7682606913512775,3.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,1.2305285042127148,3.0 +WELQRATE,LightGBM_Ranker,AID485290,RIE,1.5556743112694464,3.0 +WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.0036005133614986744,3.0 +WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5009158974906187,3.0 +WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.0063732606309528025,3.0 +WELQRATE,LightGBM_Ranker,AID485290,recall,0.6923076923076923,3.0 +WELQRATE,LightGBM_Ranker,AID485290,precision,0.003201365916124213,3.0 +WELQRATE,LightGBM_Ranker,AID485290,MCC,0.018517442697960042,3.0 +WELQRATE,RandomForest,AID485290,AUROC,0.7240096344926661,4.0 +WELQRATE,RandomForest,AID485290,BEDROC,0.41042851985229906,4.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 1%,26.795433869081144,4.0 +WELQRATE,RandomForest,AID485290,Enrichment factor 5%,8.616200603684558,4.0 +WELQRATE,RandomForest,AID485290,RIE,8.031599517450482,4.0 +WELQRATE,RandomForest,AID485290,AUPRC,0.0931213786172897,4.0 +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,0.7724461885298994,4.0 +WELQRATE,LogisticRegression,AID485290,BEDROC,0.3359762920541947,4.0 +WELQRATE,LogisticRegression,AID485290,Enrichment factor 1%,18.675605423905036,4.0 +WELQRATE,LogisticRegression,AID485290,Enrichment factor 5%,7.96592131284044,4.0 +WELQRATE,LogisticRegression,AID485290,RIE,6.574657699824644,4.0 +WELQRATE,LogisticRegression,AID485290,AUPRC,0.03964468862758139,4.0 +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,0.5433525362416495,4.0 +WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.06149361992360263,4.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,1.6239656890352208,4.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,1.300558581688235,4.0 +WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.203357269094961,4.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.002497506628962441,4.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.7136701029613226,4.0 +WELQRATE,SimilaritySearch_Max,AID485290,BEDROC,0.28069697444215846,4.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 1%,15.427674045834596,4.0 +WELQRATE,SimilaritySearch_Max,AID485290,Enrichment factor 5%,6.177653263019117,4.0 +WELQRATE,SimilaritySearch_Max,AID485290,RIE,5.492907000608537,4.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUPRC,0.02166856194976011,4.0 +WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6481406855026737,4.0 +WELQRATE,LightGBM_Ranker,AID485290,BEDROC,0.18017398827953615,4.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 1%,5.683879911623272,4.0 +WELQRATE,LightGBM_Ranker,AID485290,Enrichment factor 5%,4.226815390486764,4.0 +WELQRATE,LightGBM_Ranker,AID485290,RIE,3.5257913547194684,4.0 +WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.006320332491859742,4.0 +WELQRATE,LightGBM_Ranker,AID485290,accuracy,0.5007380533176831,4.0 +WELQRATE,LightGBM_Ranker,AID485290,F1 score,0.005807982434394589,4.0 +WELQRATE,LightGBM_Ranker,AID485290,recall,0.6666666666666666,4.0 +WELQRATE,LightGBM_Ranker,AID485290,precision,0.0029166963078893077,4.0 +WELQRATE,LightGBM_Ranker,AID485290,MCC,0.015608092053671781,4.0 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+WELQRATE,LogisticRegression,AID485290,RIE,7.676536874205459,5.0 +WELQRATE,LogisticRegression,AID485290,AUPRC,0.05482252170425049,5.0 +WELQRATE,LogisticRegression,AID485290,accuracy,0.9979192231766526,5.0 +WELQRATE,LogisticRegression,AID485290,F1 score,0.01680672268907563,5.0 +WELQRATE,LogisticRegression,AID485290,recall,0.008547008547008548,5.0 +WELQRATE,LogisticRegression,AID485290,precision,0.5,5.0 +WELQRATE,LogisticRegression,AID485290,MCC,0.06516898993837879,5.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUROC,0.5327463205457217,5.0 +WELQRATE,SimilaritySearch_Mean,AID485290,BEDROC,0.09517278567257396,5.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 1%,2.5608689711709247,5.0 +WELQRATE,SimilaritySearch_Mean,AID485290,Enrichment factor 5%,2.0508808403545244,5.0 +WELQRATE,SimilaritySearch_Mean,AID485290,RIE,1.864392838765682,5.0 +WELQRATE,SimilaritySearch_Mean,AID485290,AUPRC,0.002983853709536346,5.0 +WELQRATE,SimilaritySearch_Max,AID485290,AUROC,0.6916345879669232,5.0 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+WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.8222601111017753,1.0 +WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.002117428761765073,1.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.7383685823887666,1.0 +WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.40903859248375496,1.0 +WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,33.28373702422145,1.0 +WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,7.999168399168399,1.0 +WELQRATE,SimilaritySearch_Max,AID488997,RIE,8.117316128217238,1.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.08231178863921167,1.0 +WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5429662768943839,1.0 +WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.07683456727053718,1.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.2189158016147634,1.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.7775929775929775,1.0 +WELQRATE,LightGBM_Ranker,AID488997,RIE,1.524771738833661,1.0 +WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0017700202943968912,1.0 +WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5001039609106975,1.0 +WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0017300439431161552,1.0 +WELQRATE,LightGBM_Ranker,AID488997,recall,0.5555555555555556,1.0 +WELQRATE,LightGBM_Ranker,AID488997,precision,0.0008663709453839756,1.0 +WELQRATE,LightGBM_Ranker,AID488997,MCC,0.003104759504218767,1.0 +WELQRATE,RandomForest,AID488997,AUROC,0.6389678960958878,2.0 +WELQRATE,RandomForest,AID488997,BEDROC,0.35823306050593134,2.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 1%,22.189158016147637,2.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 5%,7.776969276969277,2.0 +WELQRATE,RandomForest,AID488997,RIE,7.0980414267373595,2.0 +WELQRATE,RandomForest,AID488997,AUPRC,0.05699924557591783,2.0 +WELQRATE,RandomForest,AID488997,accuracy,0.9990643518037218,2.0 +WELQRATE,RandomForest,AID488997,F1 score,0.06896551724137931,2.0 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+WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.11887767093885691,2.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,3.6981930026912724,2.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.332986832986833,2.0 +WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.3554460378565496,2.0 +WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.029181838621030565,2.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6323226191852622,2.0 +WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.24892879054390998,2.0 +WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 1%,20.340061514802,2.0 +WELQRATE,SimilaritySearch_Max,AID488997,Enrichment factor 5%,5.184646184646185,2.0 +WELQRATE,SimilaritySearch_Max,AID488997,RIE,4.932283105420769,2.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.013311653709948155,2.0 +WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.6085337418584036,2.0 +WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.07368573378591808,2.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,2.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,1.110995610995611,2.0 +WELQRATE,LightGBM_Ranker,AID488997,RIE,1.4600115412957009,2.0 +WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0013487825766152217,2.0 +WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5003811900058911,2.0 +WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0026287572204351287,2.0 +WELQRATE,LightGBM_Ranker,AID488997,recall,0.7037037037037037,2.0 +WELQRATE,LightGBM_Ranker,AID488997,precision,0.0013168382021693176,2.0 +WELQRATE,LightGBM_Ranker,AID488997,MCC,0.012467761384176405,2.0 +WELQRATE,RandomForest,AID488997,AUROC,0.676473908464729,3.0 +WELQRATE,RandomForest,AID488997,BEDROC,0.42206735827707287,3.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 1%,31.53196139136769,3.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.121858700806069,3.0 +WELQRATE,RandomForest,AID488997,RIE,8.358524262170418,3.0 +WELQRATE,RandomForest,AID488997,AUPRC,0.08895975454781962,3.0 +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,0.7829239096666342,3.0 +WELQRATE,LogisticRegression,AID488997,BEDROC,0.31108223548284486,3.0 +WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,24.524858859952648,3.0 +WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,5.964292227450122,3.0 +WELQRATE,LogisticRegression,AID488997,RIE,6.16060059239944,3.0 +WELQRATE,LogisticRegression,AID488997,AUPRC,0.0620653836510457,3.0 +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,0.5811529404533586,3.0 +WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.1617187151937922,3.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,7.007102531415042,3.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.5084071926177187,3.0 +WELQRATE,SimilaritySearch_Mean,AID488997,RIE,3.202640026348693,3.0 +WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.022653577487857457,3.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.7171092568300922,3.0 +WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.34650530143186375,3.0 +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,6.862110787144713,3.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.033501677718138,3.0 +WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.4759623532876974,3.0 +WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.020452596155461755,3.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,0.0,3.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,0.35084071926177185,3.0 +WELQRATE,LightGBM_Ranker,AID488997,RIE,0.40503851946295605,3.0 +WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0009007085433965837,3.0 +WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.4999653463631008,3.0 +WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0017986233613503512,3.0 +WELQRATE,LightGBM_Ranker,AID488997,recall,0.45614035087719296,3.0 +WELQRATE,LightGBM_Ranker,AID488997,precision,0.0009010882373327788,3.0 +WELQRATE,LightGBM_Ranker,AID488997,MCC,-0.002754809340524594,3.0 +WELQRATE,RandomForest,AID488997,AUROC,0.6950088635091363,4.0 +WELQRATE,RandomForest,AID488997,BEDROC,0.4333246961166618,4.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 1%,27.545161675217752,4.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.998960498960498,4.0 +WELQRATE,RandomForest,AID488997,RIE,8.579980145290014,4.0 +WELQRATE,RandomForest,AID488997,AUPRC,0.08253106651757788,4.0 +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,0.7787157959455128,4.0 +WELQRATE,LogisticRegression,AID488997,BEDROC,0.2680394777271298,4.0 +WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,15.494153442309987,4.0 +WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,5.861459602838913,4.0 +WELQRATE,LogisticRegression,AID488997,RIE,5.307275178509608,4.0 +WELQRATE,LogisticRegression,AID488997,AUPRC,0.041213972670052584,4.0 +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,0.584682097864624,4.0 +WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.157968682885873,4.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,8.607863023505548,4.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.79270915477812,4.0 +WELQRATE,SimilaritySearch_Mean,AID488997,RIE,3.1278350538307835,4.0 +WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.02666675367659908,4.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6742602079874451,4.0 +WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.3398319772840602,4.0 +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,6.728791707131182,4.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.029670632613349228,4.0 +WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.6691260113491193,4.0 +WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.10402779967351541,4.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,3.443145209402219,4.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.068750448060793,4.0 +WELQRATE,LightGBM_Ranker,AID488997,RIE,2.0597867545233064,4.0 +WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.027527574968003427,4.0 +WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5004851509165887,4.0 +WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.0029742348262147673,4.0 +WELQRATE,LightGBM_Ranker,AID488997,recall,0.7413793103448276,4.0 +WELQRATE,LightGBM_Ranker,AID488997,precision,0.0014901063866652805,4.0 +WELQRATE,LightGBM_Ranker,AID488997,MCC,0.015311642482316671,4.0 +WELQRATE,RandomForest,AID488997,AUROC,0.674200858384691,5.0 +WELQRATE,RandomForest,AID488997,BEDROC,0.41017535027843793,5.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 1%,35.661146811665844,5.0 +WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.046678546678546,5.0 +WELQRATE,RandomForest,AID488997,RIE,8.144096542557154,5.0 +WELQRATE,RandomForest,AID488997,AUPRC,0.050055651898852575,5.0 +WELQRATE,RandomForest,AID488997,accuracy,0.9992376199882178,5.0 +WELQRATE,RandomForest,AID488997,F1 score,0.0,5.0 +WELQRATE,RandomForest,AID488997,recall,0.0,5.0 +WELQRATE,RandomForest,AID488997,precision,0.0,5.0 +WELQRATE,RandomForest,AID488997,MCC,-0.0001588634809096819,5.0 +WELQRATE,LogisticRegression,AID488997,AUROC,0.8148185304084181,5.0 +WELQRATE,LogisticRegression,AID488997,BEDROC,0.3479635025540262,5.0 +WELQRATE,LogisticRegression,AID488997,Enrichment factor 1%,23.774097874443896,5.0 +WELQRATE,LogisticRegression,AID488997,Enrichment factor 5%,6.665973665973667,5.0 +WELQRATE,LogisticRegression,AID488997,RIE,6.908870459294904,5.0 +WELQRATE,LogisticRegression,AID488997,AUPRC,0.018276245753147905,5.0 +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,0.46243988995237434,5.0 +WELQRATE,SimilaritySearch_Mean,AID488997,BEDROC,0.13254936360152225,5.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 1%,7.1322293623331685,5.0 +WELQRATE,SimilaritySearch_Mean,AID488997,Enrichment factor 5%,3.3329868329868333,5.0 +WELQRATE,SimilaritySearch_Mean,AID488997,RIE,2.6317886353258566,5.0 +WELQRATE,SimilaritySearch_Mean,AID488997,AUPRC,0.010227646462239608,5.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUROC,0.6536486716340025,5.0 +WELQRATE,SimilaritySearch_Max,AID488997,BEDROC,0.2781585405374098,5.0 +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,5.522881889946869,5.0 +WELQRATE,SimilaritySearch_Max,AID488997,AUPRC,0.01988147499916788,5.0 +WELQRATE,LightGBM_Ranker,AID488997,AUROC,0.5308565599217909,5.0 +WELQRATE,LightGBM_Ranker,AID488997,BEDROC,0.10093056451489875,5.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 1%,2.3774097874443894,5.0 +WELQRATE,LightGBM_Ranker,AID488997,Enrichment factor 5%,2.856845856845857,5.0 +WELQRATE,LightGBM_Ranker,AID488997,RIE,2.003992374937655,5.0 +WELQRATE,LightGBM_Ranker,AID488997,AUPRC,0.0013351587179961642,5.0 +WELQRATE,LightGBM_Ranker,AID488997,accuracy,0.5000173268184496,5.0 +WELQRATE,LightGBM_Ranker,AID488997,F1 score,0.001453387777700879,5.0 +WELQRATE,LightGBM_Ranker,AID488997,recall,0.5,5.0 +WELQRATE,LightGBM_Ranker,AID488997,precision,0.0007277515941225395,5.0 +WELQRATE,LightGBM_Ranker,AID488997,MCC,9.351708471540698e-07,5.0 +DUD-AD,RandomForest,abl1,AUROC,0.8942094528686707, +DUD-AD,RandomForest,abl1,BEDROC,0.6817695973914429, +DUD-AD,RandomForest,abl1,Enrichment factor 1%,24.40683760683761, +DUD-AD,RandomForest,abl1,Enrichment factor 5%,12.425299145299146, +DUD-AD,RandomForest,abl1,RIE,9.834866806729123, +DUD-AD,RandomForest,abl1,AUPRC,0.5481424345808035, +DUD-AD,RandomForest,abl1,accuracy,0.9707241910631741, +DUD-AD,RandomForest,abl1,F1 score,0.2692307692307692, +DUD-AD,RandomForest,abl1,recall,0.15555555555555556, +DUD-AD,RandomForest,abl1,precision,1.0, +DUD-AD,RandomForest,abl1,MCC,0.38855739378600374, +DUD-AD,LogisticRegression,abl1,AUROC,0.8859980491265407, +DUD-AD,LogisticRegression,abl1,BEDROC,0.6539003446040419, +DUD-AD,LogisticRegression,abl1,Enrichment factor 1%,24.40683760683761, +DUD-AD,LogisticRegression,abl1,Enrichment factor 5%,11.537777777777778, +DUD-AD,LogisticRegression,abl1,RIE,9.432838924350374, +DUD-AD,LogisticRegression,abl1,AUPRC,0.5378556110721755, +DUD-AD,LogisticRegression,abl1,accuracy,0.9691833590138675, +DUD-AD,LogisticRegression,abl1,F1 score,0.2, +DUD-AD,LogisticRegression,abl1,recall,0.1111111111111111, +DUD-AD,LogisticRegression,abl1,precision,1.0, +DUD-AD,LogisticRegression,abl1,MCC,0.3281368603023932, +DUD-AD,SimilaritySearch_Mean,abl1,AUROC,0.7718719517602198, +DUD-AD,SimilaritySearch_Mean,abl1,BEDROC,0.4370554015917336, +DUD-AD,SimilaritySearch_Mean,abl1,Enrichment factor 1%,15.531623931623932, +DUD-AD,SimilaritySearch_Mean,abl1,Enrichment factor 5%,7.1001709401709405, +DUD-AD,SimilaritySearch_Mean,abl1,RIE,6.304742383377102, +DUD-AD,SimilaritySearch_Mean,abl1,AUPRC,0.2782889317609213, +DUD-AD,SimilaritySearch_Max,abl1,AUROC,0.8995034140285536, +DUD-AD,SimilaritySearch_Max,abl1,BEDROC,0.6852488168497639, +DUD-AD,SimilaritySearch_Max,abl1,Enrichment factor 1%,15.531623931623932, +DUD-AD,SimilaritySearch_Max,abl1,Enrichment factor 5%,14.200341880341881, +DUD-AD,SimilaritySearch_Max,abl1,RIE,9.88505628406567, +DUD-AD,SimilaritySearch_Max,abl1,AUPRC,0.4444216363017476, +DUD-AD,LightGBM_Ranker,abl1,AUROC,0.702633679169992, +DUD-AD,LightGBM_Ranker,abl1,BEDROC,0.3085197084918589, +DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 1%,15.531623931623932, +DUD-AD,LightGBM_Ranker,abl1,Enrichment factor 5%,4.881367521367522, +DUD-AD,LightGBM_Ranker,abl1,RIE,4.450550851898784, +DUD-AD,LightGBM_Ranker,abl1,AUPRC,0.19639847876733876, +DUD-AD,LightGBM_Ranker,abl1,accuracy,0.5161787365177196, +DUD-AD,LightGBM_Ranker,abl1,F1 score,0.09510086455331412, +DUD-AD,LightGBM_Ranker,abl1,recall,0.7333333333333333, +DUD-AD,LightGBM_Ranker,abl1,precision,0.05084745762711865, +DUD-AD,LightGBM_Ranker,abl1,MCC,0.08843771282817829, +DUD-AD,RandomForest,aces,AUROC,0.941878466681863, +DUD-AD,RandomForest,aces,BEDROC,0.8832655123002221, +DUD-AD,RandomForest,aces,Enrichment factor 1%,16.658536585365855, +DUD-AD,RandomForest,aces,Enrichment factor 5%,14.727112053729233, +DUD-AD,RandomForest,aces,RIE,10.284760797040226, +DUD-AD,RandomForest,aces,AUPRC,0.8291227919270618, +DUD-AD,RandomForest,aces,accuracy,0.9641288433382138, +DUD-AD,RandomForest,aces,F1 score,0.5739130434782609, +DUD-AD,RandomForest,aces,recall,0.4024390243902439, +DUD-AD,RandomForest,aces,precision,1.0, +DUD-AD,RandomForest,aces,MCC,0.6226119914607994, +DUD-AD,LogisticRegression,aces,AUROC,0.9804061241546995, +DUD-AD,LogisticRegression,aces,BEDROC,0.920065855794264, +DUD-AD,LogisticRegression,aces,Enrichment factor 1%,16.658536585365855, +DUD-AD,LogisticRegression,aces,Enrichment factor 5%,15.209968186638386, +DUD-AD,LogisticRegression,aces,RIE,10.71326470880895, +DUD-AD,LogisticRegression,aces,AUPRC,0.8891119893578747, +DUD-AD,LogisticRegression,aces,accuracy,0.9765739385065886, +DUD-AD,LogisticRegression,aces,F1 score,0.7611940298507462, +DUD-AD,LogisticRegression,aces,recall,0.6219512195121951, +DUD-AD,LogisticRegression,aces,precision,0.9807692307692307, +DUD-AD,LogisticRegression,aces,MCC,0.7710849680074363, +DUD-AD,SimilaritySearch_Mean,aces,AUROC,0.6613289263733759, +DUD-AD,SimilaritySearch_Mean,aces,BEDROC,0.4691732031501108, +DUD-AD,SimilaritySearch_Mean,aces,Enrichment factor 1%,15.468641114982578, +DUD-AD,SimilaritySearch_Mean,aces,Enrichment factor 5%,6.277129727819017, +DUD-AD,SimilaritySearch_Mean,aces,RIE,5.463061936188718, +DUD-AD,SimilaritySearch_Mean,aces,AUPRC,0.3508531469109229, +DUD-AD,SimilaritySearch_Max,aces,AUROC,0.8789700630651167, +DUD-AD,SimilaritySearch_Max,aces,BEDROC,0.8660150635726916, +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,10.083896238243122, +DUD-AD,SimilaritySearch_Max,aces,AUPRC,0.7952600686409915, +DUD-AD,LightGBM_Ranker,aces,AUROC,0.5294715447154472, +DUD-AD,LightGBM_Ranker,aces,BEDROC,0.2511247640958987, +DUD-AD,LightGBM_Ranker,aces,Enrichment factor 1%,8.329268292682928, +DUD-AD,LightGBM_Ranker,aces,Enrichment factor 5%,3.1385648639095085, +DUD-AD,LightGBM_Ranker,aces,RIE,2.9241016923822647, +DUD-AD,LightGBM_Ranker,aces,AUPRC,0.16588414047886124, +DUD-AD,LightGBM_Ranker,aces,accuracy,0.5014641288433382, +DUD-AD,LightGBM_Ranker,aces,F1 score,0.10980392156862745, +DUD-AD,LightGBM_Ranker,aces,recall,0.5121951219512195, +DUD-AD,LightGBM_Ranker,aces,precision,0.06149341142020498, +DUD-AD,LightGBM_Ranker,aces,MCC,0.0061636867308412615, +DUD-AD,RandomForest,adrb1,AUROC,0.9421369376479873, +DUD-AD,RandomForest,adrb1,BEDROC,0.8400169380981848, +DUD-AD,RandomForest,adrb1,Enrichment factor 1%,23.482142857142858, +DUD-AD,RandomForest,adrb1,Enrichment factor 5%,16.603535353535353, +DUD-AD,RandomForest,adrb1,RIE,11.923231482178746, +DUD-AD,RandomForest,adrb1,AUPRC,0.7477519626860623, +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,0.9442087608524072, +DUD-AD,LogisticRegression,adrb1,BEDROC,0.8690678404389106, +DUD-AD,LogisticRegression,adrb1,Enrichment factor 1%,23.482142857142858, +DUD-AD,LogisticRegression,adrb1,Enrichment factor 5%,17.848800505050505, +DUD-AD,LogisticRegression,adrb1,RIE,12.335581062170721, +DUD-AD,LogisticRegression,adrb1,AUPRC,0.7608904892850993, +DUD-AD,LogisticRegression,adrb1,accuracy,0.9825095057034221, +DUD-AD,LogisticRegression,adrb1,F1 score,0.735632183908046, +DUD-AD,LogisticRegression,adrb1,recall,0.6666666666666666, +DUD-AD,LogisticRegression,adrb1,precision,0.8205128205128205, +DUD-AD,LogisticRegression,adrb1,MCC,0.7308797080473152, +DUD-AD,SimilaritySearch_Mean,adrb1,AUROC,0.833777295448566, +DUD-AD,SimilaritySearch_Mean,adrb1,BEDROC,0.7286917113300214, +DUD-AD,SimilaritySearch_Mean,adrb1,Enrichment factor 1%,23.482142857142858, +DUD-AD,SimilaritySearch_Mean,adrb1,Enrichment factor 5%,14.11300505050505, +DUD-AD,SimilaritySearch_Mean,adrb1,RIE,10.34307710480471, +DUD-AD,SimilaritySearch_Mean,adrb1,AUPRC,0.5940115071777878, +DUD-AD,SimilaritySearch_Max,adrb1,AUROC,0.9056744935543278, +DUD-AD,SimilaritySearch_Max,adrb1,BEDROC,0.8372595351528366, +DUD-AD,SimilaritySearch_Max,adrb1,Enrichment factor 1%,21.52529761904762, +DUD-AD,SimilaritySearch_Max,adrb1,Enrichment factor 5%,16.603535353535353, +DUD-AD,SimilaritySearch_Max,adrb1,RIE,11.884092803006325, +DUD-AD,SimilaritySearch_Max,adrb1,AUPRC,0.6719825158625857, +DUD-AD,LightGBM_Ranker,adrb1,AUROC,0.9006511444356748, +DUD-AD,LightGBM_Ranker,adrb1,BEDROC,0.7402794584013381, +DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 1%,21.52529761904762, +DUD-AD,LightGBM_Ranker,adrb1,Enrichment factor 5%,13.282828282828284, +DUD-AD,LightGBM_Ranker,adrb1,RIE,10.5075540143984, +DUD-AD,LightGBM_Ranker,adrb1,AUPRC,0.6189104370400355, +DUD-AD,LightGBM_Ranker,adrb1,accuracy,0.532319391634981, +DUD-AD,LightGBM_Ranker,adrb1,F1 score,0.1276595744680851, +DUD-AD,LightGBM_Ranker,adrb1,recall,0.9375, +DUD-AD,LightGBM_Ranker,adrb1,precision,0.0684931506849315, +DUD-AD,LightGBM_Ranker,adrb1,MCC,0.17045814900972003, +DUD-AD,RandomForest,adrb2,AUROC,0.9344262295081968, +DUD-AD,RandomForest,adrb2,BEDROC,0.8763309392449705, +DUD-AD,RandomForest,adrb2,Enrichment factor 1%,19.956674473067917, +DUD-AD,RandomForest,adrb2,Enrichment factor 5%,15.956035767511178, +DUD-AD,RandomForest,adrb2,RIE,11.407297598498763, +DUD-AD,RandomForest,adrb2,AUPRC,0.8076228774248349, +DUD-AD,RandomForest,adrb2,accuracy,0.973302822273074, +DUD-AD,RandomForest,adrb2,F1 score,0.6236559139784946, +DUD-AD,RandomForest,adrb2,recall,0.47540983606557374, +DUD-AD,RandomForest,adrb2,precision,0.90625, +DUD-AD,RandomForest,adrb2,MCC,0.6456242501147442, +DUD-AD,LogisticRegression,adrb2,AUROC,0.9519213114754098, +DUD-AD,LogisticRegression,adrb2,BEDROC,0.8936386302430426, +DUD-AD,LogisticRegression,adrb2,Enrichment factor 1%,21.491803278688526, +DUD-AD,LogisticRegression,adrb2,Enrichment factor 5%,16.607302533532042, +DUD-AD,LogisticRegression,adrb2,RIE,11.632593741700475, +DUD-AD,LogisticRegression,adrb2,AUPRC,0.8410629656462635, +DUD-AD,LogisticRegression,adrb2,accuracy,0.9755911517925248, +DUD-AD,LogisticRegression,adrb2,F1 score,0.6666666666666666, +DUD-AD,LogisticRegression,adrb2,recall,0.5245901639344263, +DUD-AD,LogisticRegression,adrb2,precision,0.9142857142857143, +DUD-AD,LogisticRegression,adrb2,MCC,0.682321807327396, +DUD-AD,SimilaritySearch_Mean,adrb2,AUROC,0.8702819672131147, +DUD-AD,SimilaritySearch_Mean,adrb2,BEDROC,0.7758582507924555, +DUD-AD,SimilaritySearch_Mean,adrb2,Enrichment factor 1%,16.8864168618267, +DUD-AD,SimilaritySearch_Mean,adrb2,Enrichment factor 5%,14.327868852459016, +DUD-AD,SimilaritySearch_Mean,adrb2,RIE,10.09943341211017, +DUD-AD,SimilaritySearch_Mean,adrb2,AUPRC,0.6386913669988729, +DUD-AD,SimilaritySearch_Max,adrb2,AUROC,0.9415213114754099, +DUD-AD,SimilaritySearch_Max,adrb2,BEDROC,0.8783688774791214, +DUD-AD,SimilaritySearch_Max,adrb2,Enrichment factor 1%,18.421545667447308, +DUD-AD,SimilaritySearch_Max,adrb2,Enrichment factor 5%,15.630402384500746, +DUD-AD,SimilaritySearch_Max,adrb2,RIE,11.433825667684228, +DUD-AD,SimilaritySearch_Max,adrb2,AUPRC,0.804203320736092, +DUD-AD,LightGBM_Ranker,adrb2,AUROC,0.8985704918032786, +DUD-AD,LightGBM_Ranker,adrb2,BEDROC,0.7041705890850839, +DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 1%,18.421545667447308, +DUD-AD,LightGBM_Ranker,adrb2,Enrichment factor 5%,11.397168405365127, +DUD-AD,LightGBM_Ranker,adrb2,RIE,9.166267127848515, +DUD-AD,LightGBM_Ranker,adrb2,AUPRC,0.5783487571910518, +DUD-AD,LightGBM_Ranker,adrb2,accuracy,0.5392829900839055, +DUD-AD,LightGBM_Ranker,adrb2,F1 score,0.1564245810055866, +DUD-AD,LightGBM_Ranker,adrb2,recall,0.9180327868852459, +DUD-AD,LightGBM_Ranker,adrb2,precision,0.08549618320610687, +DUD-AD,LightGBM_Ranker,adrb2,MCC,0.1848614785433285, +DUD-AD,RandomForest,akt1,AUROC,0.9139603302647812, +DUD-AD,RandomForest,akt1,BEDROC,0.8234870023287779, +DUD-AD,RandomForest,akt1,Enrichment factor 1%,30.03135888501742, +DUD-AD,RandomForest,akt1,Enrichment factor 5%,15.92937750273025, +DUD-AD,RandomForest,akt1,RIE,12.282897596672308, +DUD-AD,RandomForest,akt1,AUPRC,0.7450099931456496, +DUD-AD,RandomForest,akt1,accuracy,0.9826546003016591, +DUD-AD,RandomForest,akt1,F1 score,0.6229508196721312, +DUD-AD,RandomForest,akt1,recall,0.4634146341463415, +DUD-AD,RandomForest,akt1,precision,0.95, +DUD-AD,RandomForest,akt1,MCC,0.6570474411657693, +DUD-AD,LogisticRegression,akt1,AUROC,0.9118724494637942, +DUD-AD,LogisticRegression,akt1,BEDROC,0.835889181493987, +DUD-AD,LogisticRegression,akt1,Enrichment factor 1%,32.34146341463415, +DUD-AD,LogisticRegression,akt1,Enrichment factor 5%,16.412085911903894, +DUD-AD,LogisticRegression,akt1,RIE,12.467884968086063, +DUD-AD,LogisticRegression,akt1,AUPRC,0.7669906808813778, +DUD-AD,LogisticRegression,akt1,accuracy,0.9796380090497737, +DUD-AD,LogisticRegression,akt1,F1 score,0.5263157894736842, +DUD-AD,LogisticRegression,akt1,recall,0.36585365853658536, +DUD-AD,LogisticRegression,akt1,precision,0.9375, +DUD-AD,LogisticRegression,akt1,MCC,0.5788026093884671, +DUD-AD,SimilaritySearch_Mean,akt1,AUROC,0.7799943057796337, +DUD-AD,SimilaritySearch_Mean,akt1,BEDROC,0.553048332765028, +DUD-AD,SimilaritySearch_Mean,akt1,Enrichment factor 1%,30.03135888501742, +DUD-AD,SimilaritySearch_Mean,akt1,Enrichment factor 5%,9.65416818347288, +DUD-AD,SimilaritySearch_Mean,akt1,RIE,8.24911144144807, +DUD-AD,SimilaritySearch_Mean,akt1,AUPRC,0.4629412434798945, +DUD-AD,SimilaritySearch_Max,akt1,AUROC,0.8965075448419855, +DUD-AD,SimilaritySearch_Max,akt1,BEDROC,0.8212620649354365, +DUD-AD,SimilaritySearch_Max,akt1,Enrichment factor 1%,27.7212543554007, +DUD-AD,SimilaritySearch_Max,akt1,Enrichment factor 5%,15.92937750273025, +DUD-AD,SimilaritySearch_Max,akt1,RIE,12.24971106433217, +DUD-AD,SimilaritySearch_Max,akt1,AUPRC,0.6849861484540811, +DUD-AD,LightGBM_Ranker,akt1,AUROC,0.49389769384075166, +DUD-AD,LightGBM_Ranker,akt1,BEDROC,0.2731181219472767, +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,4.07375216073889, +DUD-AD,LightGBM_Ranker,akt1,AUPRC,0.21458690438451908, +DUD-AD,LightGBM_Ranker,akt1,accuracy,0.502262443438914, +DUD-AD,LightGBM_Ranker,akt1,F1 score,0.0625, +DUD-AD,LightGBM_Ranker,akt1,recall,0.5365853658536586, +DUD-AD,LightGBM_Ranker,akt1,precision,0.033182503770739065, +DUD-AD,LightGBM_Ranker,akt1,MCC,0.013070065454688638, +DUD-AD,RandomForest,akt2,AUROC,0.9749283420243811, +DUD-AD,RandomForest,akt2,BEDROC,0.9117999885368028, +DUD-AD,RandomForest,akt2,Enrichment factor 1%,51.451505016722415, +DUD-AD,RandomForest,akt2,Enrichment factor 5%,18.008026755852843, +DUD-AD,RandomForest,akt2,RIE,15.322911947832171, +DUD-AD,RandomForest,akt2,AUPRC,0.8322220032585913, +DUD-AD,RandomForest,akt2,accuracy,0.9859594383775351, +DUD-AD,RandomForest,akt2,F1 score,0.4, +DUD-AD,RandomForest,akt2,recall,0.2608695652173913, +DUD-AD,RandomForest,akt2,precision,0.8571428571428571, +DUD-AD,RandomForest,akt2,MCC,0.46845917813827115, +DUD-AD,LogisticRegression,akt2,AUROC,0.9954415167317057, +DUD-AD,LogisticRegression,akt2,BEDROC,0.9401960767400795, +DUD-AD,LogisticRegression,akt2,Enrichment factor 1%,51.451505016722415, +DUD-AD,LogisticRegression,akt2,Enrichment factor 5%,18.86555183946488, +DUD-AD,LogisticRegression,akt2,RIE,15.80011173206533, +DUD-AD,LogisticRegression,akt2,AUPRC,0.8698416895689389, +DUD-AD,LogisticRegression,akt2,accuracy,0.9898595943837754, +DUD-AD,LogisticRegression,akt2,F1 score,0.6060606060606061, +DUD-AD,LogisticRegression,akt2,recall,0.43478260869565216, +DUD-AD,LogisticRegression,akt2,precision,1.0, +DUD-AD,LogisticRegression,akt2,MCC,0.656002344313758, +DUD-AD,SimilaritySearch_Mean,akt2,AUROC,0.9210898919086922, +DUD-AD,SimilaritySearch_Mean,akt2,BEDROC,0.6987401159588904, +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,11.742414363267278, +DUD-AD,SimilaritySearch_Mean,akt2,AUPRC,0.5121533423388289, +DUD-AD,SimilaritySearch_Max,akt2,AUROC,0.9684704907276307, +DUD-AD,SimilaritySearch_Max,akt2,BEDROC,0.9197452908515265, +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,15.456433738689823, +DUD-AD,SimilaritySearch_Max,akt2,AUPRC,0.8322200808961907, +DUD-AD,LightGBM_Ranker,akt2,AUROC,0.9358704285664952, +DUD-AD,LightGBM_Ranker,akt2,BEDROC,0.6855120506717575, +DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 1%,38.58862876254181, +DUD-AD,LightGBM_Ranker,akt2,Enrichment factor 5%,13.720401337792643, +DUD-AD,LightGBM_Ranker,akt2,RIE,11.520115085435284, +DUD-AD,LightGBM_Ranker,akt2,AUPRC,0.5263029608631475, +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,0.9440277691687846, +DUD-AD,RandomForest,aldr,BEDROC,0.8758643071098007, +DUD-AD,RandomForest,aldr,Enrichment factor 1%,24.865384615384617, +DUD-AD,RandomForest,aldr,Enrichment factor 5%,15.684319526627219, +DUD-AD,RandomForest,aldr,RIE,12.035191690742984, +DUD-AD,RandomForest,aldr,AUPRC,0.822431522153714, +DUD-AD,RandomForest,aldr,accuracy,0.9675174013921114, +DUD-AD,RandomForest,aldr,F1 score,0.3225806451612903, +DUD-AD,RandomForest,aldr,recall,0.19230769230769232, +DUD-AD,RandomForest,aldr,precision,1.0, +DUD-AD,RandomForest,aldr,MCC,0.4312914917551276, +DUD-AD,LogisticRegression,aldr,AUROC,0.966032356040414, +DUD-AD,LogisticRegression,aldr,BEDROC,0.8826695755255614, +DUD-AD,LogisticRegression,aldr,Enrichment factor 1%,24.865384615384617, +DUD-AD,LogisticRegression,aldr,Enrichment factor 5%,16.066863905325445, +DUD-AD,LogisticRegression,aldr,RIE,12.128702419282764, +DUD-AD,LogisticRegression,aldr,AUPRC,0.8365352891070289, +DUD-AD,LogisticRegression,aldr,accuracy,0.9822119102861562, +DUD-AD,LogisticRegression,aldr,F1 score,0.7228915662650602, +DUD-AD,LogisticRegression,aldr,recall,0.5769230769230769, +DUD-AD,LogisticRegression,aldr,precision,0.967741935483871, +DUD-AD,LogisticRegression,aldr,MCC,0.7399254003384446, +DUD-AD,SimilaritySearch_Mean,aldr,AUROC,0.816928035703217, +DUD-AD,SimilaritySearch_Mean,aldr,BEDROC,0.5760495174538701, +DUD-AD,SimilaritySearch_Mean,aldr,Enrichment factor 1%,21.03994082840237, +DUD-AD,SimilaritySearch_Mean,aldr,Enrichment factor 5%,9.181065088757396, +DUD-AD,SimilaritySearch_Mean,aldr,RIE,7.915457141728459, +DUD-AD,SimilaritySearch_Mean,aldr,AUPRC,0.4590180379350794, +DUD-AD,SimilaritySearch_Max,aldr,AUROC,0.9274081076055289, +DUD-AD,SimilaritySearch_Max,aldr,BEDROC,0.8267927387219981, +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,11.360902620835654, +DUD-AD,SimilaritySearch_Max,aldr,AUPRC,0.7585978760492694, +DUD-AD,LightGBM_Ranker,aldr,AUROC,0.6774545961693423, +DUD-AD,LightGBM_Ranker,aldr,BEDROC,0.2953376978883241, +DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 1%,11.476331360946745, +DUD-AD,LightGBM_Ranker,aldr,Enrichment factor 5%,3.4428994082840236, +DUD-AD,LightGBM_Ranker,aldr,RIE,4.058215200101527, +DUD-AD,LightGBM_Ranker,aldr,AUPRC,0.19494599151360958, +DUD-AD,LightGBM_Ranker,aldr,accuracy,0.5112142304717711, +DUD-AD,LightGBM_Ranker,aldr,F1 score,0.09455587392550144, +DUD-AD,LightGBM_Ranker,aldr,recall,0.6346153846153846, +DUD-AD,LightGBM_Ranker,aldr,precision,0.05108359133126935, +DUD-AD,LightGBM_Ranker,aldr,MCC,0.05526960662429502, +DUD-AD,RandomForest,ampc,AUROC,0.7873428821981877, +DUD-AD,RandomForest,ampc,BEDROC,0.6020584710238887, +DUD-AD,RandomForest,ampc,Enrichment factor 1%,39.83916083916084, +DUD-AD,RandomForest,ampc,Enrichment factor 5%,11.688920454545455, +DUD-AD,RandomForest,ampc,RIE,10.171440442914756, +DUD-AD,RandomForest,ampc,AUPRC,0.5102096843850911, +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,0.976468868751827, +DUD-AD,LogisticRegression,ampc,BEDROC,0.826858840288294, +DUD-AD,LogisticRegression,ampc,Enrichment factor 1%,48.69230769230769, +DUD-AD,LogisticRegression,ampc,Enrichment factor 5%,17.083806818181817, +DUD-AD,LogisticRegression,ampc,RIE,13.96931667335503, +DUD-AD,LogisticRegression,ampc,AUPRC,0.7118151504267818, +DUD-AD,LogisticRegression,ampc,accuracy,0.985781990521327, +DUD-AD,LogisticRegression,ampc,F1 score,0.3076923076923077, +DUD-AD,LogisticRegression,ampc,recall,0.18181818181818182, +DUD-AD,LogisticRegression,ampc,precision,1.0, +DUD-AD,LogisticRegression,ampc,MCC,0.4233496138514737, +DUD-AD,SimilaritySearch_Mean,ampc,AUROC,0.8538073662671735, +DUD-AD,SimilaritySearch_Mean,ampc,BEDROC,0.6894850919347069, +DUD-AD,SimilaritySearch_Mean,ampc,Enrichment factor 1%,44.26573426573427, +DUD-AD,SimilaritySearch_Mean,ampc,Enrichment factor 5%,13.487215909090908, +DUD-AD,SimilaritySearch_Mean,ampc,RIE,11.648464197597187, +DUD-AD,SimilaritySearch_Mean,ampc,AUPRC,0.5901283689013269, +DUD-AD,SimilaritySearch_Max,ampc,AUROC,0.8703230049693071, +DUD-AD,SimilaritySearch_Max,ampc,BEDROC,0.6751895128531561, +DUD-AD,SimilaritySearch_Max,ampc,Enrichment factor 1%,39.83916083916084, +DUD-AD,SimilaritySearch_Max,ampc,Enrichment factor 5%,13.487215909090908, +DUD-AD,SimilaritySearch_Max,ampc,RIE,11.406948402174526, +DUD-AD,SimilaritySearch_Max,ampc,AUPRC,0.5744264540246754, +DUD-AD,LightGBM_Ranker,ampc,AUROC,0.8861626717334112, +DUD-AD,LightGBM_Ranker,ampc,BEDROC,0.5717899931396859, +DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 1%,35.41258741258741, +DUD-AD,LightGBM_Ranker,ampc,Enrichment factor 5%,10.789772727272727, +DUD-AD,LightGBM_Ranker,ampc,RIE,9.660071475576396, +DUD-AD,LightGBM_Ranker,ampc,AUPRC,0.4206811321302485, +DUD-AD,LightGBM_Ranker,ampc,accuracy,0.514218009478673, +DUD-AD,LightGBM_Ranker,ampc,F1 score,0.061068702290076333, +DUD-AD,LightGBM_Ranker,ampc,recall,0.9090909090909091, +DUD-AD,LightGBM_Ranker,ampc,precision,0.0315955766192733, +DUD-AD,LightGBM_Ranker,ampc,MCC,0.10880553143770358, +DUD-AD,RandomForest,andr,AUROC,0.9414963027403218, +DUD-AD,RandomForest,andr,BEDROC,0.8205953338945213, +DUD-AD,RandomForest,andr,Enrichment factor 1%,18.571428571428573, +DUD-AD,RandomForest,andr,Enrichment factor 5%,13.333333333333334, +DUD-AD,RandomForest,andr,RIE,10.374303654761011, +DUD-AD,RandomForest,andr,AUPRC,0.7372278131501375, +DUD-AD,RandomForest,andr,accuracy,0.9636363636363636, +DUD-AD,RandomForest,andr,F1 score,0.45454545454545453, +DUD-AD,RandomForest,andr,recall,0.30303030303030304, +DUD-AD,RandomForest,andr,precision,0.9090909090909091, +DUD-AD,RandomForest,andr,MCC,0.5131759709814332, +DUD-AD,LogisticRegression,andr,AUROC,0.9530713836933932, +DUD-AD,LogisticRegression,andr,BEDROC,0.8004001367230732, +DUD-AD,LogisticRegression,andr,Enrichment factor 1%,17.142857142857142, +DUD-AD,LogisticRegression,andr,Enrichment factor 5%,13.030303030303031, +DUD-AD,LogisticRegression,andr,RIE,10.118987669231876, +DUD-AD,LogisticRegression,andr,AUPRC,0.698783365141471, +DUD-AD,LogisticRegression,andr,accuracy,0.9727272727272728, +DUD-AD,LogisticRegression,andr,F1 score,0.6470588235294118, +DUD-AD,LogisticRegression,andr,recall,0.5, +DUD-AD,LogisticRegression,andr,precision,0.9166666666666666, +DUD-AD,LogisticRegression,andr,MCC,0.6658463554581476, +DUD-AD,SimilaritySearch_Mean,andr,AUROC,0.844944661930308, +DUD-AD,SimilaritySearch_Mean,andr,BEDROC,0.5748673969251743, +DUD-AD,SimilaritySearch_Mean,andr,Enrichment factor 1%,15.714285714285714, +DUD-AD,SimilaritySearch_Mean,andr,Enrichment factor 5%,8.787878787878787, +DUD-AD,SimilaritySearch_Mean,andr,RIE,7.2677100490264115, +DUD-AD,SimilaritySearch_Mean,andr,AUPRC,0.43573684707925603, +DUD-AD,SimilaritySearch_Max,andr,AUROC,0.9366209946353486, +DUD-AD,SimilaritySearch_Max,andr,BEDROC,0.8317418558927583, +DUD-AD,SimilaritySearch_Max,andr,Enrichment factor 1%,17.142857142857142, +DUD-AD,SimilaritySearch_Max,andr,Enrichment factor 5%,14.545454545454545, +DUD-AD,SimilaritySearch_Max,andr,RIE,10.515222568552334, +DUD-AD,SimilaritySearch_Max,andr,AUPRC,0.7300747012364432, +DUD-AD,LightGBM_Ranker,andr,AUROC,0.7377120487168334, +DUD-AD,LightGBM_Ranker,andr,BEDROC,0.382922929437937, +DUD-AD,LightGBM_Ranker,andr,Enrichment factor 1%,15.714285714285714, +DUD-AD,LightGBM_Ranker,andr,Enrichment factor 5%,4.848484848484849, +DUD-AD,LightGBM_Ranker,andr,RIE,4.84106917657906, +DUD-AD,LightGBM_Ranker,andr,AUPRC,0.2943885935258229, +DUD-AD,LightGBM_Ranker,andr,accuracy,0.5242424242424243, +DUD-AD,LightGBM_Ranker,andr,F1 score,0.1349862258953168, +DUD-AD,LightGBM_Ranker,andr,recall,0.7424242424242424, +DUD-AD,LightGBM_Ranker,andr,precision,0.07424242424242425, +DUD-AD,LightGBM_Ranker,andr,MCC,0.11123187096754511, +DUD-AD,RandomForest,aofb,AUROC,0.8437643810400368, +DUD-AD,RandomForest,aofb,BEDROC,0.6870643617313646, +DUD-AD,RandomForest,aofb,Enrichment factor 1%,22.345428156748913, +DUD-AD,RandomForest,aofb,Enrichment factor 5%,11.91756168359942, +DUD-AD,RandomForest,aofb,RIE,9.352014400618913, +DUD-AD,RandomForest,aofb,AUPRC,0.5660686844107174, +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,0.937060898910876, +DUD-AD,LogisticRegression,aofb,BEDROC,0.7098385240758212, +DUD-AD,LogisticRegression,aofb,Enrichment factor 1%,22.345428156748913, +DUD-AD,LogisticRegression,aofb,Enrichment factor 5%,11.91756168359942, +DUD-AD,LogisticRegression,aofb,RIE,9.66200616356083, +DUD-AD,LogisticRegression,aofb,AUPRC,0.6014889855422422, +DUD-AD,LogisticRegression,aofb,accuracy,0.9680436477007015, +DUD-AD,LogisticRegression,aofb,F1 score,0.4225352112676056, +DUD-AD,LogisticRegression,aofb,recall,0.2830188679245283, +DUD-AD,LogisticRegression,aofb,precision,0.8333333333333334, +DUD-AD,LogisticRegression,aofb,MCC,0.4747505143337384, +DUD-AD,SimilaritySearch_Mean,aofb,AUROC,0.7537352354655622, +DUD-AD,SimilaritySearch_Mean,aofb,BEDROC,0.36104046740630696, +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,4.914322237261926, +DUD-AD,SimilaritySearch_Mean,aofb,AUPRC,0.19296537086320764, +DUD-AD,SimilaritySearch_Max,aofb,AUROC,0.8881040036815462, +DUD-AD,SimilaritySearch_Max,aofb,BEDROC,0.7028988207584016, +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,9.5675460102905, +DUD-AD,SimilaritySearch_Max,aofb,AUPRC,0.6116956614803092, +DUD-AD,LightGBM_Ranker,aofb,AUROC,0.7171805491639821, +DUD-AD,LightGBM_Ranker,aofb,BEDROC,0.4099576770574318, +DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 1%,16.759071117561685, +DUD-AD,LightGBM_Ranker,aofb,Enrichment factor 5%,6.703628447024673, +DUD-AD,LightGBM_Ranker,aofb,RIE,5.580161526040102, +DUD-AD,LightGBM_Ranker,aofb,AUPRC,0.28588464824840326, +DUD-AD,LightGBM_Ranker,aofb,accuracy,0.5198752922837101, +DUD-AD,LightGBM_Ranker,aofb,F1 score,0.11239193083573487, +DUD-AD,LightGBM_Ranker,aofb,recall,0.7358490566037735, +DUD-AD,LightGBM_Ranker,aofb,precision,0.060842433697347896, +DUD-AD,LightGBM_Ranker,aofb,MCC,0.09807688777688663, +DUD-AD,RandomForest,braf,AUROC,0.9451183778715424, +DUD-AD,RandomForest,braf,BEDROC,0.8737588067357301, +DUD-AD,RandomForest,braf,Enrichment factor 1%,47.81481481481482, +DUD-AD,RandomForest,braf,Enrichment factor 5%,17.654700854700852, +DUD-AD,RandomForest,braf,RIE,14.280864674559616, +DUD-AD,RandomForest,braf,AUPRC,0.8030288110775825, +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,0.9559599156118143, +DUD-AD,LogisticRegression,braf,BEDROC,0.8641344367231355, +DUD-AD,LogisticRegression,braf,Enrichment factor 1%,47.81481481481482, +DUD-AD,LogisticRegression,braf,Enrichment factor 5%,17.654700854700852, +DUD-AD,LogisticRegression,braf,RIE,14.123562311280873, +DUD-AD,LogisticRegression,braf,AUPRC,0.7986012413747435, +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,0.9162271448663853, +DUD-AD,SimilaritySearch_Mean,braf,BEDROC,0.7561408344243286, +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,12.358496251023773, +DUD-AD,SimilaritySearch_Mean,braf,AUPRC,0.632188672259144, +DUD-AD,SimilaritySearch_Max,braf,AUROC,0.9522093295827472, +DUD-AD,SimilaritySearch_Max,braf,BEDROC,0.8435544149866342, +DUD-AD,SimilaritySearch_Max,braf,Enrichment factor 1%,33.1025641025641, +DUD-AD,SimilaritySearch_Max,braf,Enrichment factor 5%,17.654700854700852, +DUD-AD,SimilaritySearch_Max,braf,RIE,13.78719888684445, +DUD-AD,SimilaritySearch_Max,braf,AUPRC,0.6034731187226388, +DUD-AD,LightGBM_Ranker,braf,AUROC,0.8069620253164557, +DUD-AD,LightGBM_Ranker,braf,BEDROC,0.3853737285245985, +DUD-AD,LightGBM_Ranker,braf,Enrichment factor 1%,22.068376068376068, +DUD-AD,LightGBM_Ranker,braf,Enrichment factor 5%,6.620512820512821, +DUD-AD,LightGBM_Ranker,braf,RIE,6.298614730703445, +DUD-AD,LightGBM_Ranker,braf,AUPRC,0.26812324570523094, +DUD-AD,LightGBM_Ranker,braf,accuracy,0.5166537567776918, +DUD-AD,LightGBM_Ranker,braf,F1 score,0.07142857142857142, +DUD-AD,LightGBM_Ranker,braf,recall,0.8888888888888888, +DUD-AD,LightGBM_Ranker,braf,precision,0.037209302325581395, +DUD-AD,LightGBM_Ranker,braf,MCC,0.11378795886630666, +DUD-AD,RandomForest,cdk2,AUROC,0.9435751398880894, +DUD-AD,RandomForest,cdk2,BEDROC,0.8802930942409495, +DUD-AD,RandomForest,cdk2,Enrichment factor 1%,11.425, +DUD-AD,RandomForest,cdk2,Enrichment factor 5%,10.928260869565216, +DUD-AD,RandomForest,cdk2,RIE,8.310599318624421, +DUD-AD,RandomForest,cdk2,AUPRC,0.8156414171736258, +DUD-AD,RandomForest,cdk2,accuracy,0.9423778264040846, +DUD-AD,RandomForest,cdk2,F1 score,0.5093167701863354, +DUD-AD,RandomForest,cdk2,recall,0.3416666666666667, +DUD-AD,RandomForest,cdk2,precision,1.0, +DUD-AD,RandomForest,cdk2,MCC,0.5668969751649129, +DUD-AD,LogisticRegression,cdk2,AUROC,0.9388555822009059, +DUD-AD,LogisticRegression,cdk2,BEDROC,0.9033379122863487, +DUD-AD,LogisticRegression,cdk2,Enrichment factor 1%,11.425, +DUD-AD,LogisticRegression,cdk2,Enrichment factor 5%,11.259420289855074, +DUD-AD,LogisticRegression,cdk2,RIE,8.52815895622347, +DUD-AD,LogisticRegression,cdk2,AUPRC,0.8440103505314908, +DUD-AD,LogisticRegression,cdk2,accuracy,0.9649890590809628, +DUD-AD,LogisticRegression,cdk2,F1 score,0.7551020408163265, +DUD-AD,LogisticRegression,cdk2,recall,0.6166666666666667, +DUD-AD,LogisticRegression,cdk2,precision,0.9736842105263158, +DUD-AD,LogisticRegression,cdk2,MCC,0.7596275230105575, +DUD-AD,SimilaritySearch_Mean,cdk2,AUROC,0.7171862509992005, +DUD-AD,SimilaritySearch_Mean,cdk2,BEDROC,0.44838139898437457, +DUD-AD,SimilaritySearch_Mean,cdk2,Enrichment factor 1%,9.792857142857143, +DUD-AD,SimilaritySearch_Mean,cdk2,Enrichment factor 5%,5.132971014492753, +DUD-AD,SimilaritySearch_Mean,cdk2,RIE,4.23304263279193, +DUD-AD,SimilaritySearch_Mean,cdk2,AUPRC,0.3266205224678218, +DUD-AD,SimilaritySearch_Max,cdk2,AUROC,0.8921362909672261, +DUD-AD,SimilaritySearch_Max,cdk2,BEDROC,0.8182173271757539, +DUD-AD,SimilaritySearch_Max,cdk2,Enrichment factor 1%,9.792857142857143, +DUD-AD,SimilaritySearch_Max,cdk2,Enrichment factor 5%,9.934782608695652, +DUD-AD,SimilaritySearch_Max,cdk2,RIE,7.724559482693364, +DUD-AD,SimilaritySearch_Max,cdk2,AUPRC,0.6922269918667705, +DUD-AD,LightGBM_Ranker,cdk2,AUROC,0.5936917132960299, +DUD-AD,LightGBM_Ranker,cdk2,BEDROC,0.19676085494350587, +DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 1%,4.080357142857143, +DUD-AD,LightGBM_Ranker,cdk2,Enrichment factor 5%,2.1525362318840577, +DUD-AD,LightGBM_Ranker,cdk2,RIE,1.8575639344502126, +DUD-AD,LightGBM_Ranker,cdk2,AUPRC,0.15198005887422938, +DUD-AD,LightGBM_Ranker,cdk2,accuracy,0.5091174325309993, +DUD-AD,LightGBM_Ranker,cdk2,F1 score,0.1639751552795031, +DUD-AD,LightGBM_Ranker,cdk2,recall,0.55, +DUD-AD,LightGBM_Ranker,cdk2,precision,0.09635036496350365, +DUD-AD,LightGBM_Ranker,cdk2,MCC,0.031197393261089727, +DUD-AD,RandomForest,cp2c9,AUROC,0.8317897661495717, +DUD-AD,RandomForest,cp2c9,BEDROC,0.5947103412426532, +DUD-AD,RandomForest,cp2c9,Enrichment factor 1%,20.141287284144425, +DUD-AD,RandomForest,cp2c9,Enrichment factor 5%,10.070643642072213, +DUD-AD,RandomForest,cp2c9,RIE,8.317212127711517, +DUD-AD,RandomForest,cp2c9,AUPRC,0.4628040311809573, +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,0.8416796216055304, +DUD-AD,LogisticRegression,cp2c9,BEDROC,0.6255756611786973, +DUD-AD,LogisticRegression,cp2c9,Enrichment factor 1%,24.169544740973315, +DUD-AD,LogisticRegression,cp2c9,Enrichment factor 5%,10.473469387755102, +DUD-AD,LogisticRegression,cp2c9,RIE,8.748873381241395, +DUD-AD,LogisticRegression,cp2c9,AUPRC,0.5004663367168524, +DUD-AD,LogisticRegression,cp2c9,accuracy,0.9711613406079501, +DUD-AD,LogisticRegression,cp2c9,F1 score,0.4126984126984127, +DUD-AD,LogisticRegression,cp2c9,recall,0.2653061224489796, +DUD-AD,LogisticRegression,cp2c9,precision,0.9285714285714286, +DUD-AD,LogisticRegression,cp2c9,MCC,0.4879546808939796, +DUD-AD,SimilaritySearch_Mean,cp2c9,AUROC,0.702940495485066, +DUD-AD,SimilaritySearch_Mean,cp2c9,BEDROC,0.38883833383658656, +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,5.438027043359375, +DUD-AD,SimilaritySearch_Mean,cp2c9,AUPRC,0.2641019365310256, +DUD-AD,SimilaritySearch_Max,cp2c9,AUROC,0.8686038434822876, +DUD-AD,SimilaritySearch_Max,cp2c9,BEDROC,0.6015187471667781, +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,8.412429836189437, +DUD-AD,SimilaritySearch_Max,cp2c9,AUPRC,0.43828816994672626, +DUD-AD,LightGBM_Ranker,cp2c9,AUROC,0.7639830648628982, +DUD-AD,LightGBM_Ranker,cp2c9,BEDROC,0.479464148889741, +DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 1%,20.141287284144425, +DUD-AD,LightGBM_Ranker,cp2c9,Enrichment factor 5%,7.653689167974882, +DUD-AD,LightGBM_Ranker,cp2c9,RIE,6.705457706934908, +DUD-AD,LightGBM_Ranker,cp2c9,AUPRC,0.3606700389989873, +DUD-AD,LightGBM_Ranker,cp2c9,accuracy,0.524551831644583, +DUD-AD,LightGBM_Ranker,cp2c9,F1 score,0.11594202898550725, +DUD-AD,LightGBM_Ranker,cp2c9,recall,0.8163265306122449, +DUD-AD,LightGBM_Ranker,cp2c9,precision,0.062402496099843996, +DUD-AD,LightGBM_Ranker,cp2c9,MCC,0.12622370499594113, +DUD-AD,RandomForest,cp3a4,AUROC,0.8557472101932045, +DUD-AD,RandomForest,cp3a4,BEDROC,0.6602086669075115, +DUD-AD,RandomForest,cp3a4,Enrichment factor 1%,15.13145082765336, +DUD-AD,RandomForest,cp3a4,Enrichment factor 5%,9.583252190847128, +DUD-AD,RandomForest,cp3a4,RIE,7.627553364679519, +DUD-AD,RandomForest,cp3a4,AUPRC,0.5322466707641514, +DUD-AD,RandomForest,cp3a4,accuracy,0.9413127413127413, +DUD-AD,RandomForest,cp3a4,F1 score,0.09523809523809523, +DUD-AD,RandomForest,cp3a4,recall,0.05063291139240506, +DUD-AD,RandomForest,cp3a4,precision,0.8, +DUD-AD,RandomForest,cp3a4,MCC,0.1922302592632646, +DUD-AD,LogisticRegression,cp3a4,AUROC,0.891478597601599, +DUD-AD,LogisticRegression,cp3a4,BEDROC,0.6740091180670401, +DUD-AD,LogisticRegression,cp3a4,Enrichment factor 1%,16.39240506329114, +DUD-AD,LogisticRegression,cp3a4,Enrichment factor 5%,9.583252190847128, +DUD-AD,LogisticRegression,cp3a4,RIE,7.786993374844496, +DUD-AD,LogisticRegression,cp3a4,AUPRC,0.5778194525317755, +DUD-AD,LogisticRegression,cp3a4,accuracy,0.9428571428571428, +DUD-AD,LogisticRegression,cp3a4,F1 score,0.11904761904761904, +DUD-AD,LogisticRegression,cp3a4,recall,0.06329113924050633, +DUD-AD,LogisticRegression,cp3a4,precision,1.0, +DUD-AD,LogisticRegression,cp3a4,MCC,0.24425495847871445, +DUD-AD,SimilaritySearch_Mean,cp3a4,AUROC,0.6244482844770154, +DUD-AD,SimilaritySearch_Mean,cp3a4,BEDROC,0.33490856537650604, +DUD-AD,SimilaritySearch_Mean,cp3a4,Enrichment factor 1%,8.82667964946446, +DUD-AD,SimilaritySearch_Mean,cp3a4,Enrichment factor 5%,4.287244401168452, +DUD-AD,SimilaritySearch_Mean,cp3a4,RIE,3.8692811969641725, +DUD-AD,SimilaritySearch_Mean,cp3a4,AUPRC,0.21045133797541302, +DUD-AD,SimilaritySearch_Max,cp3a4,AUROC,0.7895829863424384, +DUD-AD,SimilaritySearch_Max,cp3a4,BEDROC,0.603125097827028, +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,6.96805283609272, +DUD-AD,SimilaritySearch_Max,cp3a4,AUPRC,0.4268180603115242, +DUD-AD,LightGBM_Ranker,cp3a4,AUROC,0.7467521652231845, +DUD-AD,LightGBM_Ranker,cp3a4,BEDROC,0.4192134734991984, +DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 1%,11.34858812074002, +DUD-AD,LightGBM_Ranker,cp3a4,Enrichment factor 5%,5.548198636806232, +DUD-AD,LightGBM_Ranker,cp3a4,RIE,4.843276557888199, +DUD-AD,LightGBM_Ranker,cp3a4,AUPRC,0.30176570865337743, +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,0.9248973348977539, +DUD-AD,RandomForest,csf1r,BEDROC,0.8068318293548438, +DUD-AD,RandomForest,csf1r,Enrichment factor 1%,28.813765182186234, +DUD-AD,RandomForest,csf1r,Enrichment factor 5%,15.716599190283402, +DUD-AD,RandomForest,csf1r,RIE,12.20396746454317, +DUD-AD,RandomForest,csf1r,AUPRC,0.6890729063631126, +DUD-AD,RandomForest,csf1r,accuracy,0.9768160741885626, +DUD-AD,RandomForest,csf1r,F1 score,0.375, +DUD-AD,RandomForest,csf1r,recall,0.23684210526315788, +DUD-AD,RandomForest,csf1r,precision,0.9, +DUD-AD,RandomForest,csf1r,MCC,0.4550934836586004, +DUD-AD,LogisticRegression,csf1r,AUROC,0.9156260476030841, +DUD-AD,LogisticRegression,csf1r,BEDROC,0.7503740420400592, +DUD-AD,LogisticRegression,csf1r,Enrichment factor 1%,28.813765182186234, +DUD-AD,LogisticRegression,csf1r,Enrichment factor 5%,14.14493927125506, +DUD-AD,LogisticRegression,csf1r,RIE,11.349998928257433, +DUD-AD,LogisticRegression,csf1r,AUPRC,0.6210336460205972, +DUD-AD,LogisticRegression,csf1r,accuracy,0.9791344667697064, +DUD-AD,LogisticRegression,csf1r,F1 score,0.49056603773584906, +DUD-AD,LogisticRegression,csf1r,recall,0.34210526315789475, +DUD-AD,LogisticRegression,csf1r,precision,0.8666666666666667, +DUD-AD,LogisticRegression,csf1r,MCC,0.5370803878618372, +DUD-AD,SimilaritySearch_Mean,csf1r,AUROC,0.8608364063023802, +DUD-AD,SimilaritySearch_Mean,csf1r,BEDROC,0.5786462645652527, +DUD-AD,SimilaritySearch_Mean,csf1r,Enrichment factor 1%,23.574898785425102, +DUD-AD,SimilaritySearch_Mean,csf1r,Enrichment factor 5%,11.00161943319838, +DUD-AD,SimilaritySearch_Mean,csf1r,RIE,8.752480928621624, +DUD-AD,SimilaritySearch_Mean,csf1r,AUPRC,0.42824247456579595, +DUD-AD,SimilaritySearch_Max,csf1r,AUROC,0.9646538719409989, +DUD-AD,SimilaritySearch_Max,csf1r,BEDROC,0.7739185624430956, +DUD-AD,SimilaritySearch_Max,csf1r,Enrichment factor 1%,20.955465587044532, +DUD-AD,SimilaritySearch_Max,csf1r,Enrichment factor 5%,15.716599190283402, +DUD-AD,SimilaritySearch_Max,csf1r,RIE,11.706128358446163, +DUD-AD,SimilaritySearch_Max,csf1r,AUPRC,0.5460115084230389, +DUD-AD,LightGBM_Ranker,csf1r,AUROC,0.7258632249413343, +DUD-AD,LightGBM_Ranker,csf1r,BEDROC,0.29556010463823557, +DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 1%,15.716599190283402, +DUD-AD,LightGBM_Ranker,csf1r,Enrichment factor 5%,4.714979757085021, +DUD-AD,LightGBM_Ranker,csf1r,RIE,4.470579615561863, +DUD-AD,LightGBM_Ranker,csf1r,AUPRC,0.22115504622424462, +DUD-AD,LightGBM_Ranker,csf1r,accuracy,0.51854714064915, +DUD-AD,LightGBM_Ranker,csf1r,F1 score,0.0905109489051095, +DUD-AD,LightGBM_Ranker,csf1r,recall,0.8157894736842105, +DUD-AD,LightGBM_Ranker,csf1r,precision,0.04791344667697063, +DUD-AD,LightGBM_Ranker,csf1r,MCC,0.10985621297556586, +DUD-AD,RandomForest,cxcr4,AUROC,0.8330683624801272, +DUD-AD,RandomForest,cxcr4,BEDROC,0.6443435185333264, +DUD-AD,RandomForest,cxcr4,Enrichment factor 1%,60.86538461538461, +DUD-AD,RandomForest,cxcr4,Enrichment factor 5%,12.36328125, +DUD-AD,RandomForest,cxcr4,RIE,12.105783022767898, +DUD-AD,RandomForest,cxcr4,AUPRC,0.5835858725021625, +DUD-AD,RandomForest,cxcr4,accuracy,0.9960505529225908, +DUD-AD,RandomForest,cxcr4,F1 score,0.5454545454545454, +DUD-AD,RandomForest,cxcr4,recall,0.375, +DUD-AD,RandomForest,cxcr4,precision,1.0, +DUD-AD,RandomForest,cxcr4,MCC,0.611159095023488, +DUD-AD,LogisticRegression,cxcr4,AUROC,0.9903616852146264, +DUD-AD,LogisticRegression,cxcr4,BEDROC,0.8707176931123526, +DUD-AD,LogisticRegression,cxcr4,Enrichment factor 1%,60.86538461538461, +DUD-AD,LogisticRegression,cxcr4,Enrichment factor 5%,17.30859375, +DUD-AD,LogisticRegression,cxcr4,RIE,16.358850758597008, +DUD-AD,LogisticRegression,cxcr4,AUPRC,0.6776173494923495, +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,0.9017289348171701, +DUD-AD,SimilaritySearch_Mean,cxcr4,BEDROC,0.5549467045539436, +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,10.426215528248333, +DUD-AD,SimilaritySearch_Mean,cxcr4,AUPRC,0.515894019247227, +DUD-AD,SimilaritySearch_Max,cxcr4,AUROC,0.9761029411764707, +DUD-AD,SimilaritySearch_Max,cxcr4,BEDROC,0.8657619278306273, +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,16.265742940687815, +DUD-AD,SimilaritySearch_Max,cxcr4,AUPRC,0.6812674337517434, +DUD-AD,LightGBM_Ranker,cxcr4,AUROC,0.9001391096979332, +DUD-AD,LightGBM_Ranker,cxcr4,BEDROC,0.6660246985478087, +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,12.513124219553164, +DUD-AD,LightGBM_Ranker,cxcr4,AUPRC,0.5590172320314829, +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,0.9365256211180124, +DUD-AD,RandomForest,egfr,BEDROC,0.882314678336053, +DUD-AD,RandomForest,egfr,Enrichment factor 1%,13.88, +DUD-AD,RandomForest,egfr,Enrichment factor 5%,12.690285714285714, +DUD-AD,RandomForest,egfr,RIE,9.347659937998491, +DUD-AD,RandomForest,egfr,AUPRC,0.8221769887238963, +DUD-AD,RandomForest,egfr,accuracy,0.9639769452449568, +DUD-AD,RandomForest,egfr,F1 score,0.6666666666666666, +DUD-AD,RandomForest,egfr,recall,0.5, +DUD-AD,RandomForest,egfr,precision,1.0, +DUD-AD,RandomForest,egfr,MCC,0.6937689789213715, +DUD-AD,LogisticRegression,egfr,AUROC,0.9485947204968944, +DUD-AD,LogisticRegression,egfr,BEDROC,0.8885121791409007, +DUD-AD,LogisticRegression,egfr,Enrichment factor 1%,13.88, +DUD-AD,LogisticRegression,egfr,Enrichment factor 5%,13.285142857142857, +DUD-AD,LogisticRegression,egfr,RIE,9.41331919862273, +DUD-AD,LogisticRegression,egfr,AUPRC,0.8348066673118233, +DUD-AD,LogisticRegression,egfr,accuracy,0.9719020172910663, +DUD-AD,LogisticRegression,egfr,F1 score,0.7664670658682635, +DUD-AD,LogisticRegression,egfr,recall,0.64, +DUD-AD,LogisticRegression,egfr,precision,0.9552238805970149, +DUD-AD,LogisticRegression,egfr,MCC,0.7692467265193871, +DUD-AD,SimilaritySearch_Mean,egfr,AUROC,0.8523059006211181, +DUD-AD,SimilaritySearch_Mean,egfr,BEDROC,0.7478861586542349, +DUD-AD,SimilaritySearch_Mean,egfr,Enrichment factor 1%,13.88, +DUD-AD,SimilaritySearch_Mean,egfr,Enrichment factor 5%,10.509142857142859, +DUD-AD,SimilaritySearch_Mean,egfr,RIE,7.923460492600272, +DUD-AD,SimilaritySearch_Mean,egfr,AUPRC,0.6413121095467023, +DUD-AD,SimilaritySearch_Max,egfr,AUROC,0.9357142857142857, +DUD-AD,SimilaritySearch_Max,egfr,BEDROC,0.801522326525408, +DUD-AD,SimilaritySearch_Max,egfr,Enrichment factor 1%,12.88857142857143, +DUD-AD,SimilaritySearch_Max,egfr,Enrichment factor 5%,11.302285714285714, +DUD-AD,SimilaritySearch_Max,egfr,RIE,8.491707474090632, +DUD-AD,SimilaritySearch_Max,egfr,AUPRC,0.6976235892103742, +DUD-AD,LightGBM_Ranker,egfr,AUROC,0.6720341614906833, +DUD-AD,LightGBM_Ranker,egfr,BEDROC,0.3851709495657808, +DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 1%,9.914285714285715, +DUD-AD,LightGBM_Ranker,egfr,Enrichment factor 5%,5.5520000000000005, +DUD-AD,LightGBM_Ranker,egfr,RIE,4.080683670806969, +DUD-AD,LightGBM_Ranker,egfr,AUPRC,0.26987433717471954, +DUD-AD,LightGBM_Ranker,egfr,accuracy,0.5302593659942363, +DUD-AD,LightGBM_Ranker,egfr,F1 score,0.17884130982367757, +DUD-AD,LightGBM_Ranker,egfr,recall,0.71, +DUD-AD,LightGBM_Ranker,egfr,precision,0.10230547550432277, +DUD-AD,LightGBM_Ranker,egfr,MCC,0.11702842464082408, +DUD-AD,RandomForest,esr1,AUROC,0.9590592180743094, +DUD-AD,RandomForest,esr1,BEDROC,0.8657234365053664, +DUD-AD,RandomForest,esr1,Enrichment factor 1%,13.918253968253968, +DUD-AD,RandomForest,esr1,Enrichment factor 5%,13.005065359477125, +DUD-AD,RandomForest,esr1,RIE,9.559113809309224, +DUD-AD,RandomForest,esr1,AUPRC,0.7947368787978139, +DUD-AD,RandomForest,esr1,accuracy,0.9644180874722016, +DUD-AD,RandomForest,esr1,F1 score,0.6666666666666666, +DUD-AD,RandomForest,esr1,recall,0.5333333333333333, +DUD-AD,RandomForest,esr1,precision,0.8888888888888888, +DUD-AD,RandomForest,esr1,MCC,0.672826257908086, +DUD-AD,LogisticRegression,esr1,AUROC,0.9649368987732768, +DUD-AD,LogisticRegression,esr1,BEDROC,0.8707324974144842, +DUD-AD,LogisticRegression,esr1,Enrichment factor 1%,13.918253968253968, +DUD-AD,LogisticRegression,esr1,Enrichment factor 5%,12.56421568627451, +DUD-AD,LogisticRegression,esr1,RIE,9.614422676848259, +DUD-AD,LogisticRegression,esr1,AUPRC,0.8074921712405393, +DUD-AD,LogisticRegression,esr1,accuracy,0.955522609340252, +DUD-AD,LogisticRegression,esr1,F1 score,0.5522388059701493, +DUD-AD,LogisticRegression,esr1,recall,0.4111111111111111, +DUD-AD,LogisticRegression,esr1,precision,0.8409090909090909, +DUD-AD,LogisticRegression,esr1,MCC,0.5697025394323031, +DUD-AD,SimilaritySearch_Mean,esr1,AUROC,0.870955785014562, +DUD-AD,SimilaritySearch_Mean,esr1,BEDROC,0.6914181402790924, +DUD-AD,SimilaritySearch_Mean,esr1,Enrichment factor 1%,13.918253968253968, +DUD-AD,SimilaritySearch_Mean,esr1,Enrichment factor 5%,9.698692810457516, +DUD-AD,SimilaritySearch_Mean,esr1,RIE,7.634475895088085, +DUD-AD,SimilaritySearch_Mean,esr1,AUPRC,0.5750799317332796, +DUD-AD,SimilaritySearch_Max,esr1,AUROC,0.9251125231665343, +DUD-AD,SimilaritySearch_Max,esr1,BEDROC,0.8041605668972835, +DUD-AD,SimilaritySearch_Max,esr1,Enrichment factor 1%,12.847619047619046, +DUD-AD,SimilaritySearch_Max,esr1,Enrichment factor 5%,12.123366013071895, +DUD-AD,SimilaritySearch_Max,esr1,RIE,8.879351142762616, +DUD-AD,SimilaritySearch_Max,esr1,AUPRC,0.6853221096184507, +DUD-AD,LightGBM_Ranker,esr1,AUROC,0.7241990998146678, +DUD-AD,LightGBM_Ranker,esr1,BEDROC,0.3178126926385087, +DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 1%,9.635714285714284, +DUD-AD,LightGBM_Ranker,esr1,Enrichment factor 5%,3.5267973856209154, +DUD-AD,LightGBM_Ranker,esr1,RIE,3.509212778841816, +DUD-AD,LightGBM_Ranker,esr1,AUPRC,0.2521736922879941, +DUD-AD,LightGBM_Ranker,esr1,accuracy,0.5389177168272795, +DUD-AD,LightGBM_Ranker,esr1,F1 score,0.18586387434554974, +DUD-AD,LightGBM_Ranker,esr1,recall,0.7888888888888889, +DUD-AD,LightGBM_Ranker,esr1,precision,0.10534124629080119, +DUD-AD,LightGBM_Ranker,esr1,MCC,0.15467715897257292, +DUD-AD,RandomForest,esr2,AUROC,0.9709533221271958, +DUD-AD,RandomForest,esr2,BEDROC,0.8741039869455669, +DUD-AD,RandomForest,esr2,Enrichment factor 1%,14.522425249169434, +DUD-AD,RandomForest,esr2,Enrichment factor 5%,13.109610123119015, +DUD-AD,RandomForest,esr2,RIE,9.86512448043095, +DUD-AD,RandomForest,esr2,AUPRC,0.8048488010357722, +DUD-AD,RandomForest,esr2,accuracy,0.9628252788104089, +DUD-AD,RandomForest,esr2,F1 score,0.6031746031746031, +DUD-AD,RandomForest,esr2,recall,0.4418604651162791, +DUD-AD,RandomForest,esr2,precision,0.95, +DUD-AD,RandomForest,esr2,MCC,0.6340854820603611, +DUD-AD,LogisticRegression,esr2,AUROC,0.9726250069268707, +DUD-AD,LogisticRegression,esr2,BEDROC,0.8882136611710933, +DUD-AD,LogisticRegression,esr2,Enrichment factor 1%,15.63953488372093, +DUD-AD,LogisticRegression,esr2,Enrichment factor 5%,14.029582763337892, +DUD-AD,LogisticRegression,esr2,RIE,10.024366050670722, +DUD-AD,LogisticRegression,esr2,AUPRC,0.8316511986010325, +DUD-AD,LogisticRegression,esr2,accuracy,0.9568773234200744, +DUD-AD,LogisticRegression,esr2,F1 score,0.546875, +DUD-AD,LogisticRegression,esr2,recall,0.4069767441860465, +DUD-AD,LogisticRegression,esr2,precision,0.8333333333333334, +DUD-AD,LogisticRegression,esr2,MCC,0.5646258483917875, +DUD-AD,SimilaritySearch_Mean,esr2,AUROC,0.8722777398082642, +DUD-AD,SimilaritySearch_Mean,esr2,BEDROC,0.7337265718315712, +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,8.280827093287078, +DUD-AD,SimilaritySearch_Mean,esr2,AUPRC,0.6271884116214484, +DUD-AD,SimilaritySearch_Max,esr2,AUROC,0.9240537894600735, +DUD-AD,SimilaritySearch_Max,esr2,BEDROC,0.8270786986878808, +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,9.33439778728135, +DUD-AD,SimilaritySearch_Max,esr2,AUPRC,0.7087194456747381, +DUD-AD,LightGBM_Ranker,esr2,AUROC,0.6633956443836931, +DUD-AD,LightGBM_Ranker,esr2,BEDROC,0.28834617898881, +DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 1%,7.819767441860465, +DUD-AD,LightGBM_Ranker,esr2,Enrichment factor 5%,3.2199042407660743, +DUD-AD,LightGBM_Ranker,esr2,RIE,3.2542707053318467, +DUD-AD,LightGBM_Ranker,esr2,AUPRC,0.20424757904742166, +DUD-AD,LightGBM_Ranker,esr2,accuracy,0.5315985130111525, +DUD-AD,LightGBM_Ranker,esr2,F1 score,0.16886543535620052, +DUD-AD,LightGBM_Ranker,esr2,recall,0.7441860465116279, +DUD-AD,LightGBM_Ranker,esr2,precision,0.09523809523809523, +DUD-AD,LightGBM_Ranker,esr2,MCC,0.12783447259514094, +DUD-AD,RandomForest,fa7,AUROC,0.9996840442338073, +DUD-AD,RandomForest,fa7,BEDROC,0.9943837071940579, +DUD-AD,RandomForest,fa7,Enrichment factor 1%,78.83076923076923, +DUD-AD,RandomForest,fa7,Enrichment factor 5%,19.70769230769231, +DUD-AD,RandomForest,fa7,RIE,17.730535738386795, +DUD-AD,RandomForest,fa7,AUPRC,0.9739334195216547, +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,0.9997367035281728, +DUD-AD,LogisticRegression,fa7,BEDROC,0.9953801473847528, +DUD-AD,LogisticRegression,fa7,Enrichment factor 1%,78.83076923076923, +DUD-AD,LogisticRegression,fa7,Enrichment factor 5%,19.70769230769231, +DUD-AD,LogisticRegression,fa7,RIE,17.748302942573847, +DUD-AD,LogisticRegression,fa7,AUPRC,0.9796825396825397, +DUD-AD,LogisticRegression,fa7,accuracy,0.9960967993754879, +DUD-AD,LogisticRegression,fa7,F1 score,0.8, +DUD-AD,LogisticRegression,fa7,recall,0.6666666666666666, +DUD-AD,LogisticRegression,fa7,precision,1.0, +DUD-AD,LogisticRegression,fa7,MCC,0.8148889861787534, +DUD-AD,SimilaritySearch_Mean,fa7,AUROC,0.9962611901000527, +DUD-AD,SimilaritySearch_Mean,fa7,BEDROC,0.9436108572041971, +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,16.82522139904908, +DUD-AD,SimilaritySearch_Mean,fa7,AUPRC,0.8467047993286383, +DUD-AD,SimilaritySearch_Max,fa7,AUROC,0.9992627698788836, +DUD-AD,SimilaritySearch_Max,fa7,BEDROC,0.9866492385173468, +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,17.59262491790728, +DUD-AD,SimilaritySearch_Max,fa7,AUPRC,0.9341086691086691, +DUD-AD,LightGBM_Ranker,fa7,AUROC,0.941969457609268, +DUD-AD,LightGBM_Ranker,fa7,BEDROC,0.4601026985271814, +DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 1%,13.138461538461538, +DUD-AD,LightGBM_Ranker,fa7,Enrichment factor 5%,10.510769230769231, +DUD-AD,LightGBM_Ranker,fa7,RIE,8.20394311105678, +DUD-AD,LightGBM_Ranker,fa7,AUPRC,0.17645328020978862, +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,0.8591090184715684, +DUD-AD,RandomForest,fabp4,BEDROC,0.7456765855605939, +DUD-AD,RandomForest,fabp4,Enrichment factor 1%,70.82517482517483, +DUD-AD,RandomForest,fabp4,Enrichment factor 5%,14.386363636363637, +DUD-AD,RandomForest,fabp4,RIE,13.689636262810724, +DUD-AD,RandomForest,fabp4,AUPRC,0.71351446347185, +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,0.9284317276349149, +DUD-AD,LogisticRegression,fabp4,BEDROC,0.7476944316435591, +DUD-AD,LogisticRegression,fabp4,Enrichment factor 1%,70.82517482517483, +DUD-AD,LogisticRegression,fabp4,Enrichment factor 5%,14.386363636363637, +DUD-AD,LogisticRegression,fabp4,RIE,13.72668124900741, +DUD-AD,LogisticRegression,fabp4,AUPRC,0.7359460587719943, +DUD-AD,LogisticRegression,fabp4,accuracy,0.9944707740916272, +DUD-AD,LogisticRegression,fabp4,F1 score,0.5333333333333333, +DUD-AD,LogisticRegression,fabp4,recall,0.36363636363636365, +DUD-AD,LogisticRegression,fabp4,precision,1.0, +DUD-AD,LogisticRegression,fabp4,MCC,0.6013479551841424, +DUD-AD,SimilaritySearch_Mean,fabp4,AUROC,0.8297718218036942, +DUD-AD,SimilaritySearch_Mean,fabp4,BEDROC,0.6526445637742126, +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,11.98169134470186, +DUD-AD,SimilaritySearch_Mean,fabp4,AUPRC,0.5936182124603137, +DUD-AD,SimilaritySearch_Max,fabp4,AUROC,0.8542557044549077, +DUD-AD,SimilaritySearch_Max,fabp4,BEDROC,0.7442945979897334, +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,13.664264798198673, +DUD-AD,SimilaritySearch_Max,fabp4,AUPRC,0.731329257238372, +DUD-AD,LightGBM_Ranker,fabp4,AUROC,0.8654110829409635, +DUD-AD,LightGBM_Ranker,fabp4,BEDROC,0.6442270681989855, +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,11.827157255096406, +DUD-AD,LightGBM_Ranker,fabp4,AUPRC,0.5169215389449999, +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,0.7647309212526604, +DUD-AD,RandomForest,fak1,BEDROC,0.5503703361976542, +DUD-AD,RandomForest,fak1,Enrichment factor 1%,45.37278106508875, +DUD-AD,RandomForest,fak1,Enrichment factor 5%,10.752403846153847, +DUD-AD,RandomForest,fak1,RIE,9.959938497123598, +DUD-AD,RandomForest,fak1,AUPRC,0.4846645802018487, +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,0.7722712070538158, +DUD-AD,LogisticRegression,fak1,BEDROC,0.5650224162064649, +DUD-AD,LogisticRegression,fak1,Enrichment factor 1%,45.37278106508875, +DUD-AD,LogisticRegression,fak1,Enrichment factor 5%,10.752403846153847, +DUD-AD,LogisticRegression,fak1,RIE,10.225094166815158, +DUD-AD,LogisticRegression,fak1,AUPRC,0.4794663984322591, +DUD-AD,LogisticRegression,fak1,accuracy,0.9929577464788732, +DUD-AD,LogisticRegression,fak1,F1 score,0.47058823529411764, +DUD-AD,LogisticRegression,fak1,recall,0.3076923076923077, +DUD-AD,LogisticRegression,fak1,precision,1.0, +DUD-AD,LogisticRegression,fak1,MCC,0.5527374215366722, +DUD-AD,SimilaritySearch_Mean,fak1,AUROC,0.7873517786561265, +DUD-AD,SimilaritySearch_Mean,fak1,BEDROC,0.44748701774778554, +DUD-AD,SimilaritySearch_Mean,fak1,Enrichment factor 1%,37.81065088757396, +DUD-AD,SimilaritySearch_Mean,fak1,Enrichment factor 5%,7.680288461538462, +DUD-AD,SimilaritySearch_Mean,fak1,RIE,8.098080304480604, +DUD-AD,SimilaritySearch_Mean,fak1,AUPRC,0.35198021030129334, +DUD-AD,SimilaritySearch_Max,fak1,AUROC,0.805685618729097, +DUD-AD,SimilaritySearch_Max,fak1,BEDROC,0.567370857796913, +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,10.267593429873532, +DUD-AD,SimilaritySearch_Max,fak1,AUPRC,0.5329176003297167, +DUD-AD,LightGBM_Ranker,fak1,AUROC,0.6460930373973853, +DUD-AD,LightGBM_Ranker,fak1,BEDROC,0.33083493236430406, +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,5.987051576670333, +DUD-AD,LightGBM_Ranker,fak1,AUPRC,0.26119321678269, +DUD-AD,LightGBM_Ranker,fak1,accuracy,0.5054773082942097, +DUD-AD,LightGBM_Ranker,fak1,F1 score,0.03067484662576687, +DUD-AD,LightGBM_Ranker,fak1,recall,0.7692307692307693, +DUD-AD,LightGBM_Ranker,fak1,precision,0.01564945226917058, +DUD-AD,LightGBM_Ranker,fak1,MCC,0.05458597866289097, +DUD-AD,RandomForest,fgfr1,AUROC,0.8886062533121357, +DUD-AD,RandomForest,fgfr1,BEDROC,0.7245826679800421, +DUD-AD,RandomForest,fgfr1,Enrichment factor 1%,39.63076923076923, +DUD-AD,RandomForest,fgfr1,Enrichment factor 5%,13.870769230769232, +DUD-AD,RandomForest,fgfr1,RIE,11.584629813371913, +DUD-AD,RandomForest,fgfr1,AUPRC,0.5868293674916241, +DUD-AD,RandomForest,fgfr1,accuracy,0.9813664596273292, +DUD-AD,RandomForest,fgfr1,F1 score,0.3684210526315789, +DUD-AD,RandomForest,fgfr1,recall,0.23333333333333334, +DUD-AD,RandomForest,fgfr1,precision,0.875, +DUD-AD,RandomForest,fgfr1,MCC,0.44642210230758383, +DUD-AD,LogisticRegression,fgfr1,AUROC,0.8730789613142553, +DUD-AD,LogisticRegression,fgfr1,BEDROC,0.6949088024573056, +DUD-AD,LogisticRegression,fgfr1,Enrichment factor 1%,39.63076923076923, +DUD-AD,LogisticRegression,fgfr1,Enrichment factor 5%,13.210256410256411, +DUD-AD,LogisticRegression,fgfr1,RIE,11.110203966818169, +DUD-AD,LogisticRegression,fgfr1,AUPRC,0.5968239189680645, +DUD-AD,LogisticRegression,fgfr1,accuracy,0.9798136645962733, +DUD-AD,LogisticRegression,fgfr1,F1 score,0.23529411764705882, +DUD-AD,LogisticRegression,fgfr1,recall,0.13333333333333333, +DUD-AD,LogisticRegression,fgfr1,precision,1.0, +DUD-AD,LogisticRegression,fgfr1,MCC,0.36143247941419604, +DUD-AD,SimilaritySearch_Mean,fgfr1,AUROC,0.8449920508744039, +DUD-AD,SimilaritySearch_Mean,fgfr1,BEDROC,0.5286004359777212, +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,8.451265329531692, +DUD-AD,SimilaritySearch_Mean,fgfr1,AUPRC,0.3218516843715938, +DUD-AD,SimilaritySearch_Max,fgfr1,AUROC,0.9086248012718601, +DUD-AD,SimilaritySearch_Max,fgfr1,BEDROC,0.7151612377799881, +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,11.433999960480559, +DUD-AD,SimilaritySearch_Max,fgfr1,AUPRC,0.4527302012114602, +DUD-AD,LightGBM_Ranker,fgfr1,AUROC,0.8102013778484367, +DUD-AD,LightGBM_Ranker,fgfr1,BEDROC,0.4743959093102931, +DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 1%,16.51282051282051, +DUD-AD,LightGBM_Ranker,fgfr1,Enrichment factor 5%,9.247179487179487, +DUD-AD,LightGBM_Ranker,fgfr1,RIE,7.5846432026795085, +DUD-AD,LightGBM_Ranker,fgfr1,AUPRC,0.2862215671328272, +DUD-AD,LightGBM_Ranker,fgfr1,accuracy,0.515527950310559, +DUD-AD,LightGBM_Ranker,fgfr1,F1 score,0.07418397626112759, +DUD-AD,LightGBM_Ranker,fgfr1,recall,0.8333333333333334, +DUD-AD,LightGBM_Ranker,fgfr1,precision,0.03881987577639751, +DUD-AD,LightGBM_Ranker,fgfr1,MCC,0.10295063928041387, +DUD-AD,RandomForest,gcr,AUROC,0.9539154267815192, +DUD-AD,RandomForest,gcr,BEDROC,0.8642919495537142, +DUD-AD,RandomForest,gcr,Enrichment factor 1%,30.573214285714283, +DUD-AD,RandomForest,gcr,Enrichment factor 5%,17.460227272727273, +DUD-AD,RandomForest,gcr,RIE,12.955163078954428, +DUD-AD,RandomForest,gcr,AUPRC,0.7729576789196868, +DUD-AD,RandomForest,gcr,accuracy,0.9802581624905087, +DUD-AD,RandomForest,gcr,F1 score,0.5517241379310345, +DUD-AD,RandomForest,gcr,recall,0.4, +DUD-AD,RandomForest,gcr,precision,0.8888888888888888, +DUD-AD,RandomForest,gcr,MCC,0.5888990064174979, +DUD-AD,LogisticRegression,gcr,AUROC,0.9784064212999217, +DUD-AD,LogisticRegression,gcr,BEDROC,0.8892566785661788, +DUD-AD,LogisticRegression,gcr,Enrichment factor 1%,32.925, +DUD-AD,LogisticRegression,gcr,Enrichment factor 5%,17.460227272727273, +DUD-AD,LogisticRegression,gcr,RIE,13.329367807263537, +DUD-AD,LogisticRegression,gcr,AUPRC,0.8164964464342787, +DUD-AD,LogisticRegression,gcr,accuracy,0.9810174639331815, +DUD-AD,LogisticRegression,gcr,F1 score,0.576271186440678, +DUD-AD,LogisticRegression,gcr,recall,0.425, +DUD-AD,LogisticRegression,gcr,precision,0.8947368421052632, +DUD-AD,LogisticRegression,gcr,MCC,0.6093921417982711, +DUD-AD,SimilaritySearch_Mean,gcr,AUROC,0.873061863743148, +DUD-AD,SimilaritySearch_Mean,gcr,BEDROC,0.6650828138868193, +DUD-AD,SimilaritySearch_Mean,gcr,Enrichment factor 1%,30.573214285714283, +DUD-AD,SimilaritySearch_Mean,gcr,Enrichment factor 5%,12.47159090909091, +DUD-AD,SimilaritySearch_Mean,gcr,RIE,9.969150274581361, +DUD-AD,SimilaritySearch_Mean,gcr,AUPRC,0.5387028820020969, +DUD-AD,SimilaritySearch_Max,gcr,AUROC,0.9266640563821458, +DUD-AD,SimilaritySearch_Max,gcr,BEDROC,0.8440001655497403, +DUD-AD,SimilaritySearch_Max,gcr,Enrichment factor 1%,25.869642857142857, +DUD-AD,SimilaritySearch_Max,gcr,Enrichment factor 5%,17.460227272727273, +DUD-AD,SimilaritySearch_Max,gcr,RIE,12.651002696667764, +DUD-AD,SimilaritySearch_Max,gcr,AUPRC,0.6475303844492829, +DUD-AD,LightGBM_Ranker,gcr,AUROC,0.6986296006264683, +DUD-AD,LightGBM_Ranker,gcr,BEDROC,0.225877045713906, +DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 1%,9.407142857142857, +DUD-AD,LightGBM_Ranker,gcr,Enrichment factor 5%,3.9909090909090907, +DUD-AD,LightGBM_Ranker,gcr,RIE,3.3857471433525133, +DUD-AD,LightGBM_Ranker,gcr,AUPRC,0.1313904394244752, +DUD-AD,LightGBM_Ranker,gcr,accuracy,0.5094912680334093, +DUD-AD,LightGBM_Ranker,gcr,F1 score,0.07449856733524356, +DUD-AD,LightGBM_Ranker,gcr,recall,0.65, +DUD-AD,LightGBM_Ranker,gcr,precision,0.03951367781155015, +DUD-AD,LightGBM_Ranker,gcr,MCC,0.05322966582269288, +DUD-AD,RandomForest,gria2,AUROC,0.9777904761904761, +DUD-AD,RandomForest,gria2,BEDROC,0.8386816150816183, +DUD-AD,RandomForest,gria2,Enrichment factor 1%,28.395604395604394, +DUD-AD,RandomForest,gria2,Enrichment factor 5%,15.144322344322344, +DUD-AD,RandomForest,gria2,RIE,12.333037981175455, +DUD-AD,RandomForest,gria2,AUPRC,0.7549080133029584, +DUD-AD,RandomForest,gria2,accuracy,0.9729102167182663, +DUD-AD,RandomForest,gria2,F1 score,0.2857142857142857, +DUD-AD,RandomForest,gria2,recall,0.16666666666666666, +DUD-AD,RandomForest,gria2,precision,1.0, +DUD-AD,RandomForest,gria2,MCC,0.4026501057399582, +DUD-AD,LogisticRegression,gria2,AUROC,0.9838095238095237, +DUD-AD,LogisticRegression,gria2,BEDROC,0.8860918358109505, +DUD-AD,LogisticRegression,gria2,Enrichment factor 1%,26.02930402930403, +DUD-AD,LogisticRegression,gria2,Enrichment factor 5%,17.51062271062271, +DUD-AD,LogisticRegression,gria2,RIE,13.030217983315854, +DUD-AD,LogisticRegression,gria2,AUPRC,0.8035246499856881, +DUD-AD,LogisticRegression,gria2,accuracy,0.9767801857585139, +DUD-AD,LogisticRegression,gria2,F1 score,0.4827586206896552, +DUD-AD,LogisticRegression,gria2,recall,0.3333333333333333, +DUD-AD,LogisticRegression,gria2,precision,0.875, +DUD-AD,LogisticRegression,gria2,MCC,0.5319654611237755, +DUD-AD,SimilaritySearch_Mean,gria2,AUROC,0.7082095238095237, +DUD-AD,SimilaritySearch_Mean,gria2,BEDROC,0.5665856282677959, +DUD-AD,SimilaritySearch_Mean,gria2,Enrichment factor 1%,26.02930402930403, +DUD-AD,SimilaritySearch_Mean,gria2,Enrichment factor 5%,10.411721611721612, +DUD-AD,SimilaritySearch_Mean,gria2,RIE,8.331793571193415, +DUD-AD,SimilaritySearch_Mean,gria2,AUPRC,0.3890484107403807, +DUD-AD,SimilaritySearch_Max,gria2,AUROC,0.948, +DUD-AD,SimilaritySearch_Max,gria2,BEDROC,0.8120608276870145, +DUD-AD,SimilaritySearch_Max,gria2,Enrichment factor 1%,28.395604395604394, +DUD-AD,SimilaritySearch_Max,gria2,Enrichment factor 5%,15.617582417582417, +DUD-AD,SimilaritySearch_Max,gria2,RIE,11.941572167955426, +DUD-AD,SimilaritySearch_Max,gria2,AUPRC,0.7082982930299216, +DUD-AD,LightGBM_Ranker,gria2,AUROC,0.8275619047619047, +DUD-AD,LightGBM_Ranker,gria2,BEDROC,0.48419368129497575, +DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 1%,18.93040293040293, +DUD-AD,LightGBM_Ranker,gria2,Enrichment factor 5%,8.518681318681319, +DUD-AD,LightGBM_Ranker,gria2,RIE,7.120197909262155, +DUD-AD,LightGBM_Ranker,gria2,AUPRC,0.3542647019128156, +DUD-AD,LightGBM_Ranker,gria2,accuracy,0.5263157894736842, +DUD-AD,LightGBM_Ranker,gria2,F1 score,0.11046511627906977, +DUD-AD,LightGBM_Ranker,gria2,recall,0.9047619047619048, +DUD-AD,LightGBM_Ranker,gria2,precision,0.058823529411764705, +DUD-AD,LightGBM_Ranker,gria2,MCC,0.1483881653604748, +DUD-AD,RandomForest,hdac8,AUROC,0.9318762299543608, +DUD-AD,RandomForest,hdac8,BEDROC,0.8981050070762244, +DUD-AD,RandomForest,hdac8,Enrichment factor 1%,28.836032388663966, +DUD-AD,RandomForest,hdac8,Enrichment factor 5%,17.82591093117409, +DUD-AD,RandomForest,hdac8,RIE,13.587327321972522, +DUD-AD,RandomForest,hdac8,AUPRC,0.7969274345093487, +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,0.9724490223171294, +DUD-AD,LogisticRegression,hdac8,BEDROC,0.8965278808086555, +DUD-AD,LogisticRegression,hdac8,Enrichment factor 1%,31.457489878542514, +DUD-AD,LogisticRegression,hdac8,Enrichment factor 5%,17.82591093117409, +DUD-AD,LogisticRegression,hdac8,RIE,13.563467160222773, +DUD-AD,LogisticRegression,hdac8,AUPRC,0.8413567420197349, +DUD-AD,LogisticRegression,hdac8,accuracy,0.9791505791505791, +DUD-AD,LogisticRegression,hdac8,F1 score,0.47058823529411764, +DUD-AD,LogisticRegression,hdac8,recall,0.3157894736842105, +DUD-AD,LogisticRegression,hdac8,precision,0.9230769230769231, +DUD-AD,LogisticRegression,hdac8,MCC,0.5332685009611994, +DUD-AD,SimilaritySearch_Mean,hdac8,AUROC,0.8849181426118998, +DUD-AD,SimilaritySearch_Mean,hdac8,BEDROC,0.7930740833875974, +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,11.99832656821607, +DUD-AD,SimilaritySearch_Mean,hdac8,AUPRC,0.67866248755455, +DUD-AD,SimilaritySearch_Max,hdac8,AUROC,0.8972072185236359, +DUD-AD,SimilaritySearch_Max,hdac8,BEDROC,0.8296079682335212, +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,12.551043506419198, +DUD-AD,SimilaritySearch_Max,hdac8,AUPRC,0.669759625593665, +DUD-AD,LightGBM_Ranker,hdac8,AUROC,0.9320855838881212, +DUD-AD,LightGBM_Ranker,hdac8,BEDROC,0.7939685773315873, +DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 1%,28.836032388663966, +DUD-AD,LightGBM_Ranker,hdac8,Enrichment factor 5%,15.728744939271257, +DUD-AD,LightGBM_Ranker,hdac8,RIE,12.011859264124222, +DUD-AD,LightGBM_Ranker,hdac8,AUPRC,0.6640856895909351, +DUD-AD,LightGBM_Ranker,hdac8,accuracy,0.5281853281853282, +DUD-AD,LightGBM_Ranker,hdac8,F1 score,0.10802919708029197, +DUD-AD,LightGBM_Ranker,hdac8,recall,0.9736842105263158, +DUD-AD,LightGBM_Ranker,hdac8,precision,0.0571870170015456, +DUD-AD,LightGBM_Ranker,hdac8,MCC,0.16485307130117535, +DUD-AD,RandomForest,hivrt,AUROC,0.927641379310345, +DUD-AD,RandomForest,hivrt,BEDROC,0.8478437213402795, +DUD-AD,RandomForest,hivrt,Enrichment factor 1%,15.367816091954023, +DUD-AD,RandomForest,hivrt,Enrichment factor 5%,12.844741808200379, +DUD-AD,RandomForest,hivrt,RIE,9.483594328933744, +DUD-AD,RandomForest,hivrt,AUPRC,0.778356467707184, +DUD-AD,RandomForest,hivrt,accuracy,0.9491398653702319, +DUD-AD,RandomForest,hivrt,F1 score,0.3584905660377358, +DUD-AD,RandomForest,hivrt,recall,0.21839080459770116, +DUD-AD,RandomForest,hivrt,precision,1.0, +DUD-AD,RandomForest,hivrt,MCC,0.45510800611335356, +DUD-AD,LogisticRegression,hivrt,AUROC,0.9498850574712644, +DUD-AD,LogisticRegression,hivrt,BEDROC,0.850156590635743, +DUD-AD,LogisticRegression,hivrt,Enrichment factor 1%,15.367816091954023, +DUD-AD,LogisticRegression,hivrt,Enrichment factor 5%,12.386001029336079, +DUD-AD,LogisticRegression,hivrt,RIE,9.50946503291609, +DUD-AD,LogisticRegression,hivrt,AUPRC,0.7847508784066884, +DUD-AD,LogisticRegression,hivrt,accuracy,0.9618548990276738, +DUD-AD,LogisticRegression,hivrt,F1 score,0.592, +DUD-AD,LogisticRegression,hivrt,recall,0.42528735632183906, +DUD-AD,LogisticRegression,hivrt,precision,0.9736842105263158, +DUD-AD,LogisticRegression,hivrt,MCC,0.630061609028394, +DUD-AD,SimilaritySearch_Mean,hivrt,AUROC,0.6522758620689655, +DUD-AD,SimilaritySearch_Mean,hivrt,BEDROC,0.3617143644646744, +DUD-AD,SimilaritySearch_Mean,hivrt,Enrichment factor 1%,13.172413793103448, +DUD-AD,SimilaritySearch_Mean,hivrt,Enrichment factor 5%,4.3580373992108425, +DUD-AD,SimilaritySearch_Mean,hivrt,RIE,4.045972447954745, +DUD-AD,SimilaritySearch_Mean,hivrt,AUPRC,0.2661214087600526, +DUD-AD,SimilaritySearch_Max,hivrt,AUROC,0.9088229885057472, +DUD-AD,SimilaritySearch_Max,hivrt,BEDROC,0.8813764884909179, +DUD-AD,SimilaritySearch_Max,hivrt,Enrichment factor 1%,15.367816091954023, +DUD-AD,SimilaritySearch_Max,hivrt,Enrichment factor 5%,13.991593755361125, +DUD-AD,SimilaritySearch_Max,hivrt,RIE,9.858676610653964, +DUD-AD,SimilaritySearch_Max,hivrt,AUPRC,0.8173395700065903, +DUD-AD,LightGBM_Ranker,hivrt,AUROC,0.6976873563218391, +DUD-AD,LightGBM_Ranker,hivrt,BEDROC,0.4189150927592542, +DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 1%,14.270114942528735, +DUD-AD,LightGBM_Ranker,hivrt,Enrichment factor 5%,5.046148567507291, +DUD-AD,LightGBM_Ranker,hivrt,RIE,4.685793778189965, +DUD-AD,LightGBM_Ranker,hivrt,AUPRC,0.3200961507197495, +DUD-AD,LightGBM_Ranker,hivrt,accuracy,0.5280478683620045, +DUD-AD,LightGBM_Ranker,hivrt,F1 score,0.16423841059602648, +DUD-AD,LightGBM_Ranker,hivrt,recall,0.7126436781609196, +DUD-AD,LightGBM_Ranker,hivrt,precision,0.09281437125748503, +DUD-AD,LightGBM_Ranker,hivrt,MCC,0.1123958628446138, +DUD-AD,RandomForest,igf1r,AUROC,0.8840981012658229, +DUD-AD,RandomForest,igf1r,BEDROC,0.6956300131356443, +DUD-AD,RandomForest,igf1r,Enrichment factor 1%,45.798816568047336, +DUD-AD,RandomForest,igf1r,Enrichment factor 5%,13.7396449704142, +DUD-AD,RandomForest,igf1r,RIE,11.45018424742673, +DUD-AD,RandomForest,igf1r,AUPRC,0.6029093650736277, +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,0.8229673807205453, +DUD-AD,LogisticRegression,igf1r,BEDROC,0.5716953061156181, +DUD-AD,LogisticRegression,igf1r,Enrichment factor 1%,38.16568047337278, +DUD-AD,LogisticRegression,igf1r,Enrichment factor 5%,10.68639053254438, +DUD-AD,LogisticRegression,igf1r,RIE,9.410198627281776, +DUD-AD,LogisticRegression,igf1r,AUPRC,0.478808206571495, +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,0.7437013145082765, +DUD-AD,SimilaritySearch_Mean,igf1r,BEDROC,0.4973971503908445, +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,8.18723878878119, +DUD-AD,SimilaritySearch_Mean,igf1r,AUPRC,0.3918118866262842, +DUD-AD,SimilaritySearch_Max,igf1r,AUROC,0.8942155550146056, +DUD-AD,SimilaritySearch_Max,igf1r,BEDROC,0.7009833151587138, +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,11.538300477415397, +DUD-AD,SimilaritySearch_Max,igf1r,AUPRC,0.5982600534952862, +DUD-AD,LightGBM_Ranker,igf1r,AUROC,0.6764544790652386, +DUD-AD,LightGBM_Ranker,igf1r,BEDROC,0.39390913144396844, +DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 1%,19.08284023668639, +DUD-AD,LightGBM_Ranker,igf1r,Enrichment factor 5%,7.633136094674556, +DUD-AD,LightGBM_Ranker,igf1r,RIE,6.483809010431834, +DUD-AD,LightGBM_Ranker,igf1r,AUPRC,0.25585997589877224, +DUD-AD,LightGBM_Ranker,igf1r,accuracy,0.5077519379844961, +DUD-AD,LightGBM_Ranker,igf1r,F1 score,0.05365126676602087, +DUD-AD,LightGBM_Ranker,igf1r,recall,0.6923076923076923, +DUD-AD,LightGBM_Ranker,igf1r,precision,0.027906976744186046, +DUD-AD,LightGBM_Ranker,igf1r,MCC,0.05516197270508598, +DUD-AD,RandomForest,jak2,AUROC,0.8680105374622279, +DUD-AD,RandomForest,jak2,BEDROC,0.7039998675237265, +DUD-AD,RandomForest,jak2,Enrichment factor 1%,38.11414392059553, +DUD-AD,RandomForest,jak2,Enrichment factor 5%,13.548387096774194, +DUD-AD,RandomForest,jak2,RIE,11.159871261424692, +DUD-AD,RandomForest,jak2,AUPRC,0.5855835233802119, +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,0.8980087295642967, +DUD-AD,LogisticRegression,jak2,BEDROC,0.7147873490646158, +DUD-AD,LogisticRegression,jak2,Enrichment factor 1%,38.11414392059553, +DUD-AD,LogisticRegression,jak2,Enrichment factor 5%,12.903225806451612, +DUD-AD,LogisticRegression,jak2,RIE,11.330875419540043, +DUD-AD,LogisticRegression,jak2,AUPRC,0.6138763702699261, +DUD-AD,LogisticRegression,jak2,accuracy,0.98515625, +DUD-AD,LogisticRegression,jak2,F1 score,0.5777777777777777, +DUD-AD,LogisticRegression,jak2,recall,0.41935483870967744, +DUD-AD,LogisticRegression,jak2,precision,0.9285714285714286, +DUD-AD,LogisticRegression,jak2,MCC,0.618632736118368, +DUD-AD,SimilaritySearch_Mean,jak2,AUROC,0.7831813838167309, +DUD-AD,SimilaritySearch_Mean,jak2,BEDROC,0.4828855158179357, +DUD-AD,SimilaritySearch_Mean,jak2,Enrichment factor 1%,31.76178660049628, +DUD-AD,SimilaritySearch_Mean,jak2,Enrichment factor 5%,8.387096774193548, +DUD-AD,SimilaritySearch_Mean,jak2,RIE,7.654746045928603, +DUD-AD,SimilaritySearch_Mean,jak2,AUPRC,0.32597251142767664, +DUD-AD,SimilaritySearch_Max,jak2,AUROC,0.8702316692063328, +DUD-AD,SimilaritySearch_Max,jak2,BEDROC,0.7118659016287684, +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,11.284564363771214, +DUD-AD,SimilaritySearch_Max,jak2,AUPRC,0.5676000295491986, +DUD-AD,LightGBM_Ranker,jak2,AUROC,0.6889124202587877, +DUD-AD,LightGBM_Ranker,jak2,BEDROC,0.34653724891179755, +DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 1%,22.233250620347395, +DUD-AD,LightGBM_Ranker,jak2,Enrichment factor 5%,5.806451612903226, +DUD-AD,LightGBM_Ranker,jak2,RIE,5.493340670225983, +DUD-AD,LightGBM_Ranker,jak2,AUPRC,0.23923268627771818, +DUD-AD,LightGBM_Ranker,jak2,accuracy,0.51015625, +DUD-AD,LightGBM_Ranker,jak2,F1 score,0.06557377049180328, +DUD-AD,LightGBM_Ranker,jak2,recall,0.7096774193548387, +DUD-AD,LightGBM_Ranker,jak2,precision,0.034375, +DUD-AD,LightGBM_Ranker,jak2,MCC,0.06606649792670477, +DUD-AD,RandomForest,kit,AUROC,0.8213419563459984, +DUD-AD,RandomForest,kit,BEDROC,0.6169445996412954, +DUD-AD,RandomForest,kit,Enrichment factor 1%,19.723076923076924, +DUD-AD,RandomForest,kit,Enrichment factor 5%,10.957264957264957, +DUD-AD,RandomForest,kit,RIE,8.865733229765803, +DUD-AD,RandomForest,kit,AUPRC,0.4541454236004147, +DUD-AD,RandomForest,kit,accuracy,0.968798751950078, +DUD-AD,RandomForest,kit,F1 score,0.2857142857142857, +DUD-AD,RandomForest,kit,recall,0.17777777777777778, +DUD-AD,RandomForest,kit,precision,0.7272727272727273, +DUD-AD,RandomForest,kit,MCC,0.3498920607569517, +DUD-AD,LogisticRegression,kit,AUROC,0.8767088834995059, +DUD-AD,LogisticRegression,kit,BEDROC,0.6313910576764609, +DUD-AD,LogisticRegression,kit,Enrichment factor 1%,19.723076923076924, +DUD-AD,LogisticRegression,kit,Enrichment factor 5%,10.957264957264957, +DUD-AD,LogisticRegression,kit,RIE,9.073334434583579, +DUD-AD,LogisticRegression,kit,AUPRC,0.46322838234508773, +DUD-AD,LogisticRegression,kit,accuracy,0.968798751950078, +DUD-AD,LogisticRegression,kit,F1 score,0.23076923076923078, +DUD-AD,LogisticRegression,kit,recall,0.13333333333333333, +DUD-AD,LogisticRegression,kit,precision,0.8571428571428571, +DUD-AD,LogisticRegression,kit,MCC,0.3309669016827635, +DUD-AD,SimilaritySearch_Mean,kit,AUROC,0.8009700889248181, +DUD-AD,SimilaritySearch_Mean,kit,BEDROC,0.4972238182274596, +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,7.1452991688535645, +DUD-AD,SimilaritySearch_Mean,kit,AUPRC,0.3218437917549943, +DUD-AD,SimilaritySearch_Max,kit,AUROC,0.8090990748225995, +DUD-AD,SimilaritySearch_Max,kit,BEDROC,0.587414984347365, +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,8.441381205352425, +DUD-AD,SimilaritySearch_Max,kit,AUPRC,0.36267777147248054, +DUD-AD,LightGBM_Ranker,kit,AUROC,0.7145064223479745, +DUD-AD,LightGBM_Ranker,kit,BEDROC,0.35725914052195734, +DUD-AD,LightGBM_Ranker,kit,Enrichment factor 1%,10.957264957264957, +DUD-AD,LightGBM_Ranker,kit,Enrichment factor 5%,6.136068376068376, +DUD-AD,LightGBM_Ranker,kit,RIE,5.133952466923992, +DUD-AD,LightGBM_Ranker,kit,AUPRC,0.20533908548451388, +DUD-AD,LightGBM_Ranker,kit,accuracy,0.5179407176287052, +DUD-AD,LightGBM_Ranker,kit,F1 score,0.09912536443148688, +DUD-AD,LightGBM_Ranker,kit,recall,0.7555555555555555, +DUD-AD,LightGBM_Ranker,kit,precision,0.0530421216848674, +DUD-AD,LightGBM_Ranker,kit,MCC,0.09748476055914426, +DUD-AD,RandomForest,kpcb,AUROC,0.9157778282083288, +DUD-AD,RandomForest,kpcb,BEDROC,0.791473760755517, +DUD-AD,RandomForest,kpcb,Enrichment factor 1%,45.964285714285715, +DUD-AD,RandomForest,kpcb,Enrichment factor 5%,15.557142857142859, +DUD-AD,RandomForest,kpcb,RIE,12.835180015652544, +DUD-AD,RandomForest,kpcb,AUPRC,0.7229686963076798, +DUD-AD,RandomForest,kpcb,accuracy,0.9867909867909868, +DUD-AD,RandomForest,kpcb,F1 score,0.5641025641025641, +DUD-AD,RandomForest,kpcb,recall,0.39285714285714285, +DUD-AD,RandomForest,kpcb,precision,1.0, +DUD-AD,RandomForest,kpcb,MCC,0.6225938906778316, +DUD-AD,LogisticRegression,kpcb,AUROC,0.9080335867468513, +DUD-AD,LogisticRegression,kpcb,BEDROC,0.7825932538708411, +DUD-AD,LogisticRegression,kpcb,Enrichment factor 1%,45.964285714285715, +DUD-AD,LogisticRegression,kpcb,Enrichment factor 5%,14.85, +DUD-AD,LogisticRegression,kpcb,RIE,12.691166518695171, +DUD-AD,LogisticRegression,kpcb,AUPRC,0.7362652923209374, +DUD-AD,LogisticRegression,kpcb,accuracy,0.9891219891219891, +DUD-AD,LogisticRegression,kpcb,F1 score,0.6666666666666666, +DUD-AD,LogisticRegression,kpcb,recall,0.5, +DUD-AD,LogisticRegression,kpcb,precision,1.0, +DUD-AD,LogisticRegression,kpcb,MCC,0.703207777487516, +DUD-AD,SimilaritySearch_Mean,kpcb,AUROC,0.7292919550663792, +DUD-AD,SimilaritySearch_Mean,kpcb,BEDROC,0.592940786153933, +DUD-AD,SimilaritySearch_Mean,kpcb,Enrichment factor 1%,42.42857142857143, +DUD-AD,SimilaritySearch_Mean,kpcb,Enrichment factor 5%,9.9, +DUD-AD,SimilaritySearch_Mean,kpcb,RIE,9.615608396034723, +DUD-AD,SimilaritySearch_Mean,kpcb,AUPRC,0.5237168344110117, +DUD-AD,SimilaritySearch_Max,kpcb,AUROC,0.8623340519686826, +DUD-AD,SimilaritySearch_Max,kpcb,BEDROC,0.7844265340763218, +DUD-AD,SimilaritySearch_Max,kpcb,Enrichment factor 1%,42.42857142857143, +DUD-AD,SimilaritySearch_Max,kpcb,Enrichment factor 5%,15.557142857142859, +DUD-AD,SimilaritySearch_Max,kpcb,RIE,12.720896476311621, +DUD-AD,SimilaritySearch_Max,kpcb,AUPRC,0.6764655618905275, +DUD-AD,LightGBM_Ranker,kpcb,AUROC,0.7208385339838875, +DUD-AD,LightGBM_Ranker,kpcb,BEDROC,0.5048138380405975, +DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 1%,28.285714285714285, +DUD-AD,LightGBM_Ranker,kpcb,Enrichment factor 5%,9.192857142857141, +DUD-AD,LightGBM_Ranker,kpcb,RIE,8.186470381865448, +DUD-AD,LightGBM_Ranker,kpcb,AUPRC,0.38864667227024713, +DUD-AD,LightGBM_Ranker,kpcb,accuracy,0.5066045066045066, +DUD-AD,LightGBM_Ranker,kpcb,F1 score,0.05365126676602087, +DUD-AD,LightGBM_Ranker,kpcb,recall,0.6428571428571429, +DUD-AD,LightGBM_Ranker,kpcb,precision,0.027993779160186624, +DUD-AD,LightGBM_Ranker,kpcb,MCC,0.042724569888661974, +DUD-AD,RandomForest,lck,AUROC,0.8734028760602132, +DUD-AD,RandomForest,lck,BEDROC,0.7734338145113457, +DUD-AD,RandomForest,lck,Enrichment factor 1%,17.189873417721518, +DUD-AD,RandomForest,lck,Enrichment factor 5%,12.134028294862249, +DUD-AD,RandomForest,lck,RIE,9.141819846741143, +DUD-AD,RandomForest,lck,AUPRC,0.6739886143264257, +DUD-AD,RandomForest,lck,accuracy,0.9580265095729014, +DUD-AD,RandomForest,lck,F1 score,0.44660194174757284, +DUD-AD,RandomForest,lck,recall,0.2911392405063291, +DUD-AD,RandomForest,lck,precision,0.9583333333333334, +DUD-AD,RandomForest,lck,MCC,0.5158199686282144, +DUD-AD,LogisticRegression,lck,AUROC,0.8723092605971833, +DUD-AD,LogisticRegression,lck,BEDROC,0.7460846274705552, +DUD-AD,LogisticRegression,lck,Enrichment factor 1%,15.962025316455696, +DUD-AD,LogisticRegression,lck,Enrichment factor 5%,11.628443782576321, +DUD-AD,LogisticRegression,lck,RIE,8.81855839364981, +DUD-AD,LogisticRegression,lck,AUPRC,0.6364852520561787, +DUD-AD,LogisticRegression,lck,accuracy,0.959499263622975, +DUD-AD,LogisticRegression,lck,F1 score,0.5045045045045045, +DUD-AD,LogisticRegression,lck,recall,0.35443037974683544, +DUD-AD,LogisticRegression,lck,precision,0.875, +DUD-AD,LogisticRegression,lck,MCC,0.5421055413630784, +DUD-AD,SimilaritySearch_Mean,lck,AUROC,0.7650953573301926, +DUD-AD,SimilaritySearch_Mean,lck,BEDROC,0.5270061964640889, +DUD-AD,SimilaritySearch_Mean,lck,Enrichment factor 1%,15.962025316455696, +DUD-AD,SimilaritySearch_Mean,lck,Enrichment factor 5%,7.078183172002978, +DUD-AD,SimilaritySearch_Mean,lck,RIE,6.229098902861518, +DUD-AD,SimilaritySearch_Mean,lck,AUPRC,0.4030199324459814, +DUD-AD,SimilaritySearch_Max,lck,AUROC,0.8644807553369425, +DUD-AD,SimilaritySearch_Max,lck,BEDROC,0.6762115421044697, +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,7.992673694637474, +DUD-AD,SimilaritySearch_Max,lck,AUPRC,0.4818255026980729, +DUD-AD,LightGBM_Ranker,lck,AUROC,0.7166496768638474, +DUD-AD,LightGBM_Ranker,lck,BEDROC,0.36945603189507165, +DUD-AD,LightGBM_Ranker,lck,Enrichment factor 1%,8.594936708860759, +DUD-AD,LightGBM_Ranker,lck,Enrichment factor 5%,5.308637379002234, +DUD-AD,LightGBM_Ranker,lck,RIE,4.366890163077098, +DUD-AD,LightGBM_Ranker,lck,AUPRC,0.23672783029409963, +DUD-AD,LightGBM_Ranker,lck,accuracy,0.5331369661266568, +DUD-AD,LightGBM_Ranker,lck,F1 score,0.16358839050131926, +DUD-AD,LightGBM_Ranker,lck,recall,0.7848101265822784, +DUD-AD,LightGBM_Ranker,lck,precision,0.09131075110456553, +DUD-AD,LightGBM_Ranker,lck,MCC,0.14156754340284827, +DUD-AD,RandomForest,mapk2,AUROC,0.9872712808273667, +DUD-AD,RandomForest,mapk2,BEDROC,0.9175211404223192, +DUD-AD,RandomForest,mapk2,Enrichment factor 1%,51.494505494505496, +DUD-AD,RandomForest,mapk2,Enrichment factor 5%,18.066964285714285, +DUD-AD,RandomForest,mapk2,RIE,15.639964443277641, +DUD-AD,RandomForest,mapk2,AUPRC,0.8475699893074853, +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,0.9970072356707202, +DUD-AD,LogisticRegression,mapk2,BEDROC,0.9582263610625397, +DUD-AD,LogisticRegression,mapk2,Enrichment factor 1%,56.175824175824175, +DUD-AD,LogisticRegression,mapk2,Enrichment factor 5%,19.017857142857142, +DUD-AD,LogisticRegression,mapk2,RIE,16.33382115505783, +DUD-AD,LogisticRegression,mapk2,AUPRC,0.9002856938482009, +DUD-AD,LogisticRegression,mapk2,accuracy,0.9913928012519562, +DUD-AD,LogisticRegression,mapk2,F1 score,0.6451612903225806, +DUD-AD,LogisticRegression,mapk2,recall,0.47619047619047616, +DUD-AD,LogisticRegression,mapk2,precision,1.0, +DUD-AD,LogisticRegression,mapk2,MCC,0.687065852924645, +DUD-AD,SimilaritySearch_Mean,mapk2,AUROC,0.8059627988028943, +DUD-AD,SimilaritySearch_Mean,mapk2,BEDROC,0.5818268606037788, +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,9.91775668970607, +DUD-AD,SimilaritySearch_Mean,mapk2,AUPRC,0.4719020696525946, +DUD-AD,SimilaritySearch_Max,mapk2,AUROC,0.989714740311399, +DUD-AD,SimilaritySearch_Max,mapk2,BEDROC,0.8782094953478947, +DUD-AD,SimilaritySearch_Max,mapk2,Enrichment factor 1%,51.494505494505496, +DUD-AD,SimilaritySearch_Max,mapk2,Enrichment factor 5%,17.116071428571427, +DUD-AD,SimilaritySearch_Max,mapk2,RIE,14.969862467241226, +DUD-AD,SimilaritySearch_Max,mapk2,AUPRC,0.6868793514397731, +DUD-AD,LightGBM_Ranker,mapk2,AUROC,0.8275182785922642, +DUD-AD,LightGBM_Ranker,mapk2,BEDROC,0.4915603165265029, +DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 1%,28.087912087912088, +DUD-AD,LightGBM_Ranker,mapk2,Enrichment factor 5%,10.459821428571429, +DUD-AD,LightGBM_Ranker,mapk2,RIE,8.37908311240739, +DUD-AD,LightGBM_Ranker,mapk2,AUPRC,0.30813259264215515, +DUD-AD,LightGBM_Ranker,mapk2,accuracy,0.5117370892018779, +DUD-AD,LightGBM_Ranker,mapk2,F1 score,0.05454545454545454, +DUD-AD,LightGBM_Ranker,mapk2,recall,0.8571428571428571, +DUD-AD,LightGBM_Ranker,mapk2,precision,0.028169014084507043, +DUD-AD,LightGBM_Ranker,mapk2,MCC,0.09232386405762703, +DUD-AD,RandomForest,mcr,AUROC,0.9984926516769249, +DUD-AD,RandomForest,mcr,BEDROC,0.9740481371502334, +DUD-AD,RandomForest,mcr,Enrichment factor 1%,56.825910931174086, +DUD-AD,RandomForest,mcr,Enrichment factor 5%,19.9375, +DUD-AD,RandomForest,mcr,RIE,16.84792517774595, +DUD-AD,RandomForest,mcr,AUPRC,0.9019845221857605, +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,0.9933844156931709, +DUD-AD,LogisticRegression,mcr,BEDROC,0.9312469431696118, +DUD-AD,LogisticRegression,mcr,Enrichment factor 1%,61.991902834008094, +DUD-AD,LogisticRegression,mcr,Enrichment factor 5%,18.888157894736842, +DUD-AD,LogisticRegression,mcr,RIE,16.10760107655913, +DUD-AD,LogisticRegression,mcr,AUPRC,0.866259503273233, +DUD-AD,LogisticRegression,mcr,accuracy,0.987460815047022, +DUD-AD,LogisticRegression,mcr,F1 score,0.2727272727272727, +DUD-AD,LogisticRegression,mcr,recall,0.15789473684210525, +DUD-AD,LogisticRegression,mcr,precision,1.0, +DUD-AD,LogisticRegression,mcr,MCC,0.39485465641682704, +DUD-AD,SimilaritySearch_Mean,mcr,AUROC,0.9241301344052255, +DUD-AD,SimilaritySearch_Mean,mcr,BEDROC,0.6815465748466243, +DUD-AD,SimilaritySearch_Mean,mcr,Enrichment factor 1%,46.49392712550607, +DUD-AD,SimilaritySearch_Mean,mcr,Enrichment factor 5%,13.641447368421053, +DUD-AD,SimilaritySearch_Mean,mcr,RIE,11.788581358828168, +DUD-AD,SimilaritySearch_Mean,mcr,AUPRC,0.5685586747474609, +DUD-AD,SimilaritySearch_Max,mcr,AUROC,0.9980739438094041, +DUD-AD,SimilaritySearch_Max,mcr,BEDROC,0.9673444329090412, +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,16.731972482145217, +DUD-AD,SimilaritySearch_Max,mcr,AUPRC,0.8216796146749707, +DUD-AD,LightGBM_Ranker,mcr,AUROC,0.970732320060294, +DUD-AD,LightGBM_Ranker,mcr,BEDROC,0.7279729244133814, +DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 1%,36.16194331983806, +DUD-AD,LightGBM_Ranker,mcr,Enrichment factor 5%,14.69078947368421, +DUD-AD,LightGBM_Ranker,mcr,RIE,12.591609085810639, +DUD-AD,LightGBM_Ranker,mcr,AUPRC,0.528962595603032, +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,0.9556630775521329, +DUD-AD,RandomForest,met,BEDROC,0.8711371655565279, +DUD-AD,RandomForest,met,Enrichment factor 1%,44.62068965517241, +DUD-AD,RandomForest,met,Enrichment factor 5%,17.161803713527853, +DUD-AD,RandomForest,met,RIE,14.041569315887132, +DUD-AD,RandomForest,met,AUPRC,0.7995791311135181, +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,0.9622188905547227, +DUD-AD,LogisticRegression,met,BEDROC,0.8505067858595599, +DUD-AD,LogisticRegression,met,Enrichment factor 1%,44.62068965517241, +DUD-AD,LogisticRegression,met,Enrichment factor 5%,17.161803713527853, +DUD-AD,LogisticRegression,met,RIE,13.709035110128658, +DUD-AD,LogisticRegression,met,AUPRC,0.7863088797506366, +DUD-AD,LogisticRegression,met,accuracy,0.9860896445131375, +DUD-AD,LogisticRegression,met,F1 score,0.55, +DUD-AD,LogisticRegression,met,recall,0.3793103448275862, +DUD-AD,LogisticRegression,met,precision,1.0, +DUD-AD,LogisticRegression,met,MCC,0.6115462088467793, +DUD-AD,SimilaritySearch_Mean,met,AUROC,0.733406024260597, +DUD-AD,SimilaritySearch_Mean,met,BEDROC,0.447392573866272, +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,7.211371650505474, +DUD-AD,SimilaritySearch_Mean,met,AUPRC,0.3854866333917251, +DUD-AD,SimilaritySearch_Max,met,AUROC,0.9563036663486438, +DUD-AD,SimilaritySearch_Max,met,BEDROC,0.8885063177710669, +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,14.321536884162605, +DUD-AD,SimilaritySearch_Max,met,AUPRC,0.6940680765467125, +DUD-AD,LightGBM_Ranker,met,AUROC,0.6614965244650401, +DUD-AD,LightGBM_Ranker,met,BEDROC,0.3451646211819589, +DUD-AD,LightGBM_Ranker,met,Enrichment factor 1%,27.45888594164456, +DUD-AD,LightGBM_Ranker,met,Enrichment factor 5%,5.491777188328912, +DUD-AD,LightGBM_Ranker,met,RIE,5.563593395741265, +DUD-AD,LightGBM_Ranker,met,AUPRC,0.2989749812098485, +DUD-AD,LightGBM_Ranker,met,accuracy,0.5054095826893354, +DUD-AD,LightGBM_Ranker,met,F1 score,0.05325443786982249, +DUD-AD,LightGBM_Ranker,met,recall,0.6206896551724138, +DUD-AD,LightGBM_Ranker,met,precision,0.027820710973724884, +DUD-AD,LightGBM_Ranker,met,MCC,0.03654717209948537, +DUD-AD,RandomForest,mk01,AUROC,0.8712771595124538, +DUD-AD,RandomForest,mk01,BEDROC,0.724985446890054, +DUD-AD,RandomForest,mk01,Enrichment factor 1%,58.75384615384615, +DUD-AD,RandomForest,mk01,Enrichment factor 5%,14.586458333333333, +DUD-AD,RandomForest,mk01,RIE,12.917844822015416, +DUD-AD,RandomForest,mk01,AUPRC,0.4769298366095919, +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,0.863063063063063, +DUD-AD,LogisticRegression,mk01,BEDROC,0.6713238119198349, +DUD-AD,LogisticRegression,mk01,Enrichment factor 1%,58.75384615384615, +DUD-AD,LogisticRegression,mk01,Enrichment factor 5%,13.260416666666666, +DUD-AD,LogisticRegression,mk01,RIE,11.961697807037396, +DUD-AD,LogisticRegression,mk01,AUPRC,0.4669278049615249, +DUD-AD,LogisticRegression,mk01,accuracy,0.9882168106834249, +DUD-AD,LogisticRegression,mk01,F1 score,0.21052631578947367, +DUD-AD,LogisticRegression,mk01,recall,0.13333333333333333, +DUD-AD,LogisticRegression,mk01,precision,0.5, +DUD-AD,LogisticRegression,mk01,MCC,0.25401207809785536, +DUD-AD,SimilaritySearch_Mean,mk01,AUROC,0.6269740328563858, +DUD-AD,SimilaritySearch_Mean,mk01,BEDROC,0.231086895088489, +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,4.1175235819131455, +DUD-AD,SimilaritySearch_Mean,mk01,AUPRC,0.1602448596399061, +DUD-AD,SimilaritySearch_Max,mk01,AUROC,0.8547164811870694, +DUD-AD,SimilaritySearch_Max,mk01,BEDROC,0.6877327569186203, +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,12.2540736131088, +DUD-AD,SimilaritySearch_Max,mk01,AUPRC,0.408656181017691, +DUD-AD,LightGBM_Ranker,mk01,AUROC,0.735559088500265, +DUD-AD,LightGBM_Ranker,mk01,BEDROC,0.31402349778133715, +DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 1%,13.056410256410256, +DUD-AD,LightGBM_Ranker,mk01,Enrichment factor 5%,6.630208333333333, +DUD-AD,LightGBM_Ranker,mk01,RIE,5.595294155642295, +DUD-AD,LightGBM_Ranker,mk01,AUPRC,0.17774479120339853, +DUD-AD,LightGBM_Ranker,mk01,accuracy,0.5058915946582875, +DUD-AD,LightGBM_Ranker,mk01,F1 score,0.03379416282642089, +DUD-AD,LightGBM_Ranker,mk01,recall,0.7333333333333333, +DUD-AD,LightGBM_Ranker,mk01,precision,0.01729559748427673, +DUD-AD,LightGBM_Ranker,mk01,MCC,0.05104376055837615, +DUD-AD,RandomForest,mk10,AUROC,0.7993541610798248, +DUD-AD,RandomForest,mk10,BEDROC,0.609412488146093, +DUD-AD,RandomForest,mk10,Enrichment factor 1%,32.794871794871796, +DUD-AD,RandomForest,mk10,Enrichment factor 5%,11.102430555555555, +DUD-AD,RandomForest,mk10,RIE,9.320087162383727, +DUD-AD,RandomForest,mk10,AUPRC,0.5026907605584401, +DUD-AD,RandomForest,mk10,accuracy,0.9773260359655981, +DUD-AD,RandomForest,mk10,F1 score,0.35555555555555557, +DUD-AD,RandomForest,mk10,recall,0.2222222222222222, +DUD-AD,RandomForest,mk10,precision,0.8888888888888888, +DUD-AD,RandomForest,mk10,MCC,0.43810283950778006, +DUD-AD,LogisticRegression,mk10,AUROC,0.8841959417180656, +DUD-AD,LogisticRegression,mk10,BEDROC,0.6365498614381793, +DUD-AD,LogisticRegression,mk10,Enrichment factor 1%,30.061965811965813, +DUD-AD,LogisticRegression,mk10,Enrichment factor 5%,12.21267361111111, +DUD-AD,LogisticRegression,mk10,RIE,9.735114238228228, +DUD-AD,LogisticRegression,mk10,AUPRC,0.5389481702137042, +DUD-AD,LogisticRegression,mk10,accuracy,0.9741985926505082, +DUD-AD,LogisticRegression,mk10,F1 score,0.15384615384615385, +DUD-AD,LogisticRegression,mk10,recall,0.08333333333333333, +DUD-AD,LogisticRegression,mk10,precision,1.0, +DUD-AD,LogisticRegression,mk10,MCC,0.2849178143246579, +DUD-AD,SimilaritySearch_Mean,mk10,AUROC,0.7407034951282738, +DUD-AD,SimilaritySearch_Mean,mk10,BEDROC,0.4551303468929144, +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,6.960563812420918, +DUD-AD,SimilaritySearch_Mean,mk10,AUPRC,0.30155162533431873, +DUD-AD,SimilaritySearch_Max,mk10,AUROC,0.8295119334942345, +DUD-AD,SimilaritySearch_Max,mk10,BEDROC,0.6058514745081864, +DUD-AD,SimilaritySearch_Max,mk10,Enrichment factor 1%,27.32905982905983, +DUD-AD,SimilaritySearch_Max,mk10,Enrichment factor 5%,11.102430555555555, +DUD-AD,SimilaritySearch_Max,mk10,RIE,9.265626582825215, +DUD-AD,SimilaritySearch_Max,mk10,AUPRC,0.41697503903837213, +DUD-AD,LightGBM_Ranker,mk10,AUROC,0.7317422007687494, +DUD-AD,LightGBM_Ranker,mk10,BEDROC,0.4352483134093049, +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,6.656496719053736, +DUD-AD,LightGBM_Ranker,mk10,AUPRC,0.3467781673221713, +DUD-AD,LightGBM_Ranker,mk10,accuracy,0.5113369820172009, +DUD-AD,LightGBM_Ranker,mk10,F1 score,0.07407407407407407, +DUD-AD,LightGBM_Ranker,mk10,recall,0.6944444444444444, +DUD-AD,LightGBM_Ranker,mk10,precision,0.03912363067292645, +DUD-AD,LightGBM_Ranker,mk10,MCC,0.0663152827840809, +DUD-AD,RandomForest,mk14,AUROC,0.976275373931624, +DUD-AD,RandomForest,mk14,BEDROC,0.9342395485217011, +DUD-AD,RandomForest,mk14,Enrichment factor 1%,11.94017094017094, +DUD-AD,RandomForest,mk14,Enrichment factor 5%,11.428449328449329, +DUD-AD,RandomForest,mk14,RIE,9.065598346164023, +DUD-AD,RandomForest,mk14,AUPRC,0.9013856896664093, +DUD-AD,RandomForest,mk14,accuracy,0.9584824624194703, +DUD-AD,RandomForest,mk14,F1 score,0.6704545454545454, +DUD-AD,RandomForest,mk14,recall,0.5042735042735043, +DUD-AD,RandomForest,mk14,precision,1.0, +DUD-AD,RandomForest,mk14,MCC,0.6945603751302764, +DUD-AD,LogisticRegression,mk14,AUROC,0.9740985576923076, +DUD-AD,LogisticRegression,mk14,BEDROC,0.9100092030142138, +DUD-AD,LogisticRegression,mk14,Enrichment factor 1%,11.94017094017094, +DUD-AD,LogisticRegression,mk14,Enrichment factor 5%,10.916727716727715, +DUD-AD,LogisticRegression,mk14,RIE,8.830473877370265, +DUD-AD,LogisticRegression,mk14,AUPRC,0.8664819291951626, +DUD-AD,LogisticRegression,mk14,accuracy,0.9670722977809592, +DUD-AD,LogisticRegression,mk14,F1 score,0.77, +DUD-AD,LogisticRegression,mk14,recall,0.6581196581196581, +DUD-AD,LogisticRegression,mk14,precision,0.927710843373494, +DUD-AD,LogisticRegression,mk14,MCC,0.7657053667040951, +DUD-AD,SimilaritySearch_Mean,mk14,AUROC,0.8589877136752135, +DUD-AD,SimilaritySearch_Mean,mk14,BEDROC,0.5914112895370193, +DUD-AD,SimilaritySearch_Mean,mk14,Enrichment factor 1%,11.087301587301587, +DUD-AD,SimilaritySearch_Mean,mk14,Enrichment factor 5%,6.481807081807082, +DUD-AD,SimilaritySearch_Mean,mk14,RIE,5.738889188989426, +DUD-AD,SimilaritySearch_Mean,mk14,AUPRC,0.4831179598956204, +DUD-AD,SimilaritySearch_Max,mk14,AUROC,0.9629073183760684, +DUD-AD,SimilaritySearch_Max,mk14,BEDROC,0.8857255946518714, +DUD-AD,SimilaritySearch_Max,mk14,Enrichment factor 1%,11.087301587301587, +DUD-AD,SimilaritySearch_Max,mk14,Enrichment factor 5%,10.916727716727715, +DUD-AD,SimilaritySearch_Max,mk14,RIE,8.594832560789488, +DUD-AD,SimilaritySearch_Max,mk14,AUPRC,0.8144685880527366, +DUD-AD,LightGBM_Ranker,mk14,AUROC,0.6138822115384615, +DUD-AD,LightGBM_Ranker,mk14,BEDROC,0.35373694865458366, +DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 1%,6.822954822954824, +DUD-AD,LightGBM_Ranker,mk14,Enrichment factor 5%,4.434920634920634, +DUD-AD,LightGBM_Ranker,mk14,RIE,3.432564125295176, +DUD-AD,LightGBM_Ranker,mk14,AUPRC,0.23056327767327844, +DUD-AD,LightGBM_Ranker,mk14,accuracy,0.5239799570508232, +DUD-AD,LightGBM_Ranker,mk14,F1 score,0.18404907975460122, +DUD-AD,LightGBM_Ranker,mk14,recall,0.6410256410256411, +DUD-AD,LightGBM_Ranker,mk14,precision,0.10744985673352435, +DUD-AD,LightGBM_Ranker,mk14,MCC,0.08549031901604263, +DUD-AD,RandomForest,mp2k1,AUROC,0.888220027395285, +DUD-AD,RandomForest,mp2k1,BEDROC,0.7523280240073774, +DUD-AD,RandomForest,mp2k1,Enrichment factor 1%,53.83216783216783, +DUD-AD,RandomForest,mp2k1,Enrichment factor 5%,14.355244755244756, +DUD-AD,RandomForest,mp2k1,RIE,12.737775523357854, +DUD-AD,RandomForest,mp2k1,AUPRC,0.6801353818710225, +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,0.9770384254920337, +DUD-AD,LogisticRegression,mp2k1,BEDROC,0.8136894228446985, +DUD-AD,LogisticRegression,mp2k1,Enrichment factor 1%,53.83216783216783, +DUD-AD,LogisticRegression,mp2k1,Enrichment factor 5%,15.252447552447553, +DUD-AD,LogisticRegression,mp2k1,RIE,13.776694314403676, +DUD-AD,LogisticRegression,mp2k1,AUPRC,0.7403875984237656, +DUD-AD,LogisticRegression,mp2k1,accuracy,0.9922057677318784, +DUD-AD,LogisticRegression,mp2k1,F1 score,0.7058823529411765, +DUD-AD,LogisticRegression,mp2k1,recall,0.5454545454545454, +DUD-AD,LogisticRegression,mp2k1,precision,1.0, +DUD-AD,LogisticRegression,mp2k1,MCC,0.7356378232105709, +DUD-AD,SimilaritySearch_Mean,mp2k1,AUROC,0.7165308917886238, +DUD-AD,SimilaritySearch_Mean,mp2k1,BEDROC,0.39395167668367, +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,6.670053330647513, +DUD-AD,SimilaritySearch_Mean,mp2k1,AUPRC,0.3323501918209984, +DUD-AD,SimilaritySearch_Max,mp2k1,AUROC,0.8470910532766203, +DUD-AD,SimilaritySearch_Max,mp2k1,BEDROC,0.7181088457081729, +DUD-AD,SimilaritySearch_Max,mp2k1,Enrichment factor 1%,40.37412587412587, +DUD-AD,SimilaritySearch_Max,mp2k1,Enrichment factor 5%,14.355244755244756, +DUD-AD,SimilaritySearch_Max,mp2k1,RIE,12.15840562594984, +DUD-AD,SimilaritySearch_Max,mp2k1,AUPRC,0.5835339582962985, +DUD-AD,LightGBM_Ranker,mp2k1,AUROC,0.7141878739816885, +DUD-AD,LightGBM_Ranker,mp2k1,BEDROC,0.36385097400312094, +DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 1%,22.43006993006993, +DUD-AD,LightGBM_Ranker,mp2k1,Enrichment factor 5%,7.177622377622378, +DUD-AD,LightGBM_Ranker,mp2k1,RIE,6.160413944469025, +DUD-AD,LightGBM_Ranker,mp2k1,AUPRC,0.2608174983306406, +DUD-AD,LightGBM_Ranker,mp2k1,accuracy,0.5081839438815277, +DUD-AD,LightGBM_Ranker,mp2k1,F1 score,0.048265460030165915, +DUD-AD,LightGBM_Ranker,mp2k1,recall,0.7272727272727273, +DUD-AD,LightGBM_Ranker,mp2k1,precision,0.0249609984399376, +DUD-AD,LightGBM_Ranker,mp2k1,MCC,0.06014164582161554, +DUD-AD,RandomForest,pa2ga,AUROC,0.9434415413037741, +DUD-AD,RandomForest,pa2ga,BEDROC,0.7666721828466447, +DUD-AD,RandomForest,pa2ga,Enrichment factor 1%,65.53846153846153, +DUD-AD,RandomForest,pa2ga,Enrichment factor 5%,14.64375, +DUD-AD,RandomForest,pa2ga,RIE,13.666674455804358, +DUD-AD,RandomForest,pa2ga,AUPRC,0.7007047852013718, +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,0.9735022433359726, +DUD-AD,LogisticRegression,pa2ga,BEDROC,0.8051304340317289, +DUD-AD,LogisticRegression,pa2ga,Enrichment factor 1%,65.53846153846153, +DUD-AD,LogisticRegression,pa2ga,Enrichment factor 5%,14.64375, +DUD-AD,LogisticRegression,pa2ga,RIE,14.352230041436362, +DUD-AD,LogisticRegression,pa2ga,AUPRC,0.7473870326367275, +DUD-AD,LogisticRegression,pa2ga,accuracy,0.9945226917057903, +DUD-AD,LogisticRegression,pa2ga,F1 score,0.6956521739130435, +DUD-AD,LogisticRegression,pa2ga,recall,0.5333333333333333, +DUD-AD,LogisticRegression,pa2ga,precision,1.0, +DUD-AD,LogisticRegression,pa2ga,MCC,0.7282813335431587, +DUD-AD,SimilaritySearch_Mean,pa2ga,AUROC,0.7820005278437582, +DUD-AD,SimilaritySearch_Mean,pa2ga,BEDROC,0.6078207126059454, +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,10.834993103855513, +DUD-AD,SimilaritySearch_Mean,pa2ga,AUPRC,0.5573855267962607, +DUD-AD,SimilaritySearch_Max,pa2ga,AUROC,0.8914753233043019, +DUD-AD,SimilaritySearch_Max,pa2ga,BEDROC,0.797854219046062, +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,14.22252446013791, +DUD-AD,SimilaritySearch_Max,pa2ga,AUPRC,0.7355148053275619, +DUD-AD,LightGBM_Ranker,pa2ga,AUROC,0.6912114014251781, +DUD-AD,LightGBM_Ranker,pa2ga,BEDROC,0.43804935265861605, +DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 1%,26.215384615384615, +DUD-AD,LightGBM_Ranker,pa2ga,Enrichment factor 5%,9.31875, +DUD-AD,LightGBM_Ranker,pa2ga,RIE,7.8086541387240604, +DUD-AD,LightGBM_Ranker,pa2ga,AUPRC,0.3199537031808606, +DUD-AD,LightGBM_Ranker,pa2ga,accuracy,0.5039123630672926, +DUD-AD,LightGBM_Ranker,pa2ga,F1 score,0.03058103975535168, +DUD-AD,LightGBM_Ranker,pa2ga,recall,0.6666666666666666, +DUD-AD,LightGBM_Ranker,pa2ga,precision,0.01564945226917058, +DUD-AD,LightGBM_Ranker,pa2ga,MCC,0.03632642833556441, +DUD-AD,RandomForest,pgh1,AUROC,0.9064545826513911, +DUD-AD,RandomForest,pgh1,BEDROC,0.7993705981354495, +DUD-AD,RandomForest,pgh1,Enrichment factor 1%,16.275, +DUD-AD,RandomForest,pgh1,Enrichment factor 5%,12.576136363636364, +DUD-AD,RandomForest,pgh1,RIE,9.202834756121687, +DUD-AD,RandomForest,pgh1,AUPRC,0.7124606507461567, +DUD-AD,RandomForest,pgh1,accuracy,0.945468509984639, +DUD-AD,RandomForest,pgh1,F1 score,0.20224719101123595, +DUD-AD,RandomForest,pgh1,recall,0.1125, +DUD-AD,RandomForest,pgh1,precision,1.0, +DUD-AD,RandomForest,pgh1,MCC,0.32607132011335194, +DUD-AD,LogisticRegression,pgh1,AUROC,0.9304214402618658, +DUD-AD,LogisticRegression,pgh1,BEDROC,0.743089831307156, +DUD-AD,LogisticRegression,pgh1,Enrichment factor 1%,15.1125, +DUD-AD,LogisticRegression,pgh1,Enrichment factor 5%,10.85, +DUD-AD,LogisticRegression,pgh1,RIE,8.554896748753412, +DUD-AD,LogisticRegression,pgh1,AUPRC,0.6558686467818342, +DUD-AD,LogisticRegression,pgh1,accuracy,0.9439324116743472, +DUD-AD,LogisticRegression,pgh1,F1 score,0.16091954022988506, +DUD-AD,LogisticRegression,pgh1,recall,0.0875, +DUD-AD,LogisticRegression,pgh1,precision,1.0, +DUD-AD,LogisticRegression,pgh1,MCC,0.28734572829183935, +DUD-AD,SimilaritySearch_Mean,pgh1,AUROC,0.7569967266775778, +DUD-AD,SimilaritySearch_Mean,pgh1,BEDROC,0.48008110437525475, +DUD-AD,SimilaritySearch_Mean,pgh1,Enrichment factor 1%,11.625, +DUD-AD,SimilaritySearch_Mean,pgh1,Enrichment factor 5%,6.411363636363636, +DUD-AD,SimilaritySearch_Mean,pgh1,RIE,5.526982239901116, +DUD-AD,SimilaritySearch_Mean,pgh1,AUPRC,0.3483556344654563, +DUD-AD,SimilaritySearch_Max,pgh1,AUROC,0.9105462356792143, +DUD-AD,SimilaritySearch_Max,pgh1,BEDROC,0.7693779236239578, +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,8.857541064265812, +DUD-AD,SimilaritySearch_Max,pgh1,AUPRC,0.6485771939186311, +DUD-AD,LightGBM_Ranker,pgh1,AUROC,0.79745294599018, +DUD-AD,LightGBM_Ranker,pgh1,BEDROC,0.506236067478233, +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,5.828093891905384, +DUD-AD,LightGBM_Ranker,pgh1,AUPRC,0.38838066136666705, +DUD-AD,LightGBM_Ranker,pgh1,accuracy,0.5476190476190477, +DUD-AD,LightGBM_Ranker,pgh1,F1 score,0.19425444596443228, +DUD-AD,LightGBM_Ranker,pgh1,recall,0.8875, +DUD-AD,LightGBM_Ranker,pgh1,precision,0.10906298003072197, +DUD-AD,LightGBM_Ranker,pgh1,MCC,0.19829469382053908, +DUD-AD,RandomForest,pgh2,AUROC,0.887857194270496, +DUD-AD,RandomForest,pgh2,BEDROC,0.7665989172900898, +DUD-AD,RandomForest,pgh2,Enrichment factor 1%,12.774891774891776, +DUD-AD,RandomForest,pgh2,Enrichment factor 5%,11.165568730786122, +DUD-AD,RandomForest,pgh2,RIE,8.081883364774477, +DUD-AD,RandomForest,pgh2,AUPRC,0.6479257200166024, +DUD-AD,RandomForest,pgh2,accuracy,0.9486049926578561, +DUD-AD,RandomForest,pgh2,F1 score,0.4852941176470588, +DUD-AD,RandomForest,pgh2,recall,0.3333333333333333, +DUD-AD,RandomForest,pgh2,precision,0.8918918918918919, +DUD-AD,RandomForest,pgh2,MCC,0.5272822791180203, +DUD-AD,LogisticRegression,pgh2,AUROC,0.9329478474371586, +DUD-AD,LogisticRegression,pgh2,BEDROC,0.7772295615398064, +DUD-AD,LogisticRegression,pgh2,Enrichment factor 1%,11.79220779220779, +DUD-AD,LogisticRegression,pgh2,Enrichment factor 5%,10.76679841897233, +DUD-AD,LogisticRegression,pgh2,RIE,8.193957128501996, +DUD-AD,LogisticRegression,pgh2,AUPRC,0.663271506715428, +DUD-AD,LogisticRegression,pgh2,accuracy,0.9493392070484582, +DUD-AD,LogisticRegression,pgh2,F1 score,0.5174825174825175, +DUD-AD,LogisticRegression,pgh2,recall,0.37373737373737376, +DUD-AD,LogisticRegression,pgh2,precision,0.8409090909090909, +DUD-AD,LogisticRegression,pgh2,MCC,0.5406461723539641, +DUD-AD,SimilaritySearch_Mean,pgh2,AUROC,0.7082303638123116, +DUD-AD,SimilaritySearch_Mean,pgh2,BEDROC,0.49956523102690553, +DUD-AD,SimilaritySearch_Mean,pgh2,Enrichment factor 1%,12.774891774891776, +DUD-AD,SimilaritySearch_Mean,pgh2,Enrichment factor 5%,6.579710144927536, +DUD-AD,SimilaritySearch_Mean,pgh2,RIE,5.266675785765691, +DUD-AD,SimilaritySearch_Mean,pgh2,AUPRC,0.37342578986830033, +DUD-AD,SimilaritySearch_Max,pgh2,AUROC,0.8954669417852317, +DUD-AD,SimilaritySearch_Max,pgh2,BEDROC,0.7748408783779857, +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,8.168774392064838, +DUD-AD,SimilaritySearch_Max,pgh2,AUPRC,0.6283567020389911, +DUD-AD,LightGBM_Ranker,pgh2,AUROC,0.6973295904412293, +DUD-AD,LightGBM_Ranker,pgh2,BEDROC,0.40147908991479303, +DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 1%,10.809523809523808, +DUD-AD,LightGBM_Ranker,pgh2,Enrichment factor 5%,4.585858585858586, +DUD-AD,LightGBM_Ranker,pgh2,RIE,4.23260082796283, +DUD-AD,LightGBM_Ranker,pgh2,AUPRC,0.2732976324976845, +DUD-AD,LightGBM_Ranker,pgh2,accuracy,0.5374449339207048, +DUD-AD,LightGBM_Ranker,pgh2,F1 score,0.19230769230769232, +DUD-AD,LightGBM_Ranker,pgh2,recall,0.7575757575757576, +DUD-AD,LightGBM_Ranker,pgh2,precision,0.11013215859030837, +DUD-AD,LightGBM_Ranker,pgh2,MCC,0.14422843913242023, +DUD-AD,RandomForest,plk1,AUROC,0.9298763190740951, +DUD-AD,RandomForest,plk1,BEDROC,0.7188452381837316, +DUD-AD,RandomForest,plk1,Enrichment factor 1%,60.95238095238095, +DUD-AD,RandomForest,plk1,Enrichment factor 5%,13.333333333333334, +DUD-AD,RandomForest,plk1,RIE,12.25633139747793, +DUD-AD,RandomForest,plk1,AUPRC,0.6885796414075094, +DUD-AD,RandomForest,plk1,accuracy,0.9875, +DUD-AD,RandomForest,plk1,F1 score,0.38461538461538464, +DUD-AD,RandomForest,plk1,recall,0.23809523809523808, +DUD-AD,RandomForest,plk1,precision,1.0, +DUD-AD,RandomForest,plk1,MCC,0.4848787232740233, +DUD-AD,LogisticRegression,plk1,AUROC,0.9342637769961042, +DUD-AD,LogisticRegression,plk1,BEDROC,0.7931904591853792, +DUD-AD,LogisticRegression,plk1,Enrichment factor 1%,60.95238095238095, +DUD-AD,LogisticRegression,plk1,Enrichment factor 5%,15.238095238095237, +DUD-AD,LogisticRegression,plk1,RIE,13.523919487912867, +DUD-AD,LogisticRegression,plk1,AUPRC,0.7445877392864733, +DUD-AD,LogisticRegression,plk1,accuracy,0.9921875, +DUD-AD,LogisticRegression,plk1,F1 score,0.6875, +DUD-AD,LogisticRegression,plk1,recall,0.5238095238095238, +DUD-AD,LogisticRegression,plk1,precision,1.0, +DUD-AD,LogisticRegression,plk1,MCC,0.7208895818260487, +DUD-AD,SimilaritySearch_Mean,plk1,AUROC,0.8145920798819926, +DUD-AD,SimilaritySearch_Mean,plk1,BEDROC,0.5138583750862773, +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,8.761299667702168, +DUD-AD,SimilaritySearch_Mean,plk1,AUPRC,0.41302117427654494, +DUD-AD,SimilaritySearch_Max,plk1,AUROC,0.8927531298460607, +DUD-AD,SimilaritySearch_Max,plk1,BEDROC,0.8000556999493547, +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,13.640972034305738, +DUD-AD,SimilaritySearch_Max,plk1,AUPRC,0.727621279018992, +DUD-AD,LightGBM_Ranker,plk1,AUROC,0.7071750066190098, +DUD-AD,LightGBM_Ranker,plk1,BEDROC,0.46011776944210503, +DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 1%,32.820512820512825, +DUD-AD,LightGBM_Ranker,plk1,Enrichment factor 5%,9.523809523809524, +DUD-AD,LightGBM_Ranker,plk1,RIE,7.845020843461352, +DUD-AD,LightGBM_Ranker,plk1,AUPRC,0.3174264253397213, +DUD-AD,LightGBM_Ranker,plk1,accuracy,0.50546875, +DUD-AD,LightGBM_Ranker,plk1,F1 score,0.04236006051437216, +DUD-AD,LightGBM_Ranker,plk1,recall,0.6666666666666666, +DUD-AD,LightGBM_Ranker,plk1,precision,0.021875, +DUD-AD,LightGBM_Ranker,plk1,MCC,0.04305023510873848, +DUD-AD,RandomForest,ppard,AUROC,0.9712590299277607, +DUD-AD,RandomForest,ppard,BEDROC,0.915141515711876, +DUD-AD,RandomForest,ppard,Enrichment factor 1%,34.55263157894737, +DUD-AD,RandomForest,ppard,Enrichment factor 5%,17.799840510366824, +DUD-AD,RandomForest,ppard,RIE,13.89547738874279, +DUD-AD,RandomForest,ppard,AUPRC,0.871438439852376, +DUD-AD,RandomForest,ppard,accuracy,0.9801980198019802, +DUD-AD,RandomForest,ppard,F1 score,0.48, +DUD-AD,RandomForest,ppard,recall,0.3157894736842105, +DUD-AD,RandomForest,ppard,precision,1.0, +DUD-AD,RandomForest,ppard,MCC,0.5563079531840619, +DUD-AD,LogisticRegression,ppard,AUROC,0.9902373581011352, +DUD-AD,LogisticRegression,ppard,BEDROC,0.9418369316641195, +DUD-AD,LogisticRegression,ppard,Enrichment factor 1%,34.55263157894737, +DUD-AD,LogisticRegression,ppard,Enrichment factor 5%,18.323365231259967, +DUD-AD,LogisticRegression,ppard,RIE,14.300819667383152, +DUD-AD,LogisticRegression,ppard,AUPRC,0.8975262309510156, +DUD-AD,LogisticRegression,ppard,accuracy,0.9847677075399848, +DUD-AD,LogisticRegression,ppard,F1 score,0.6551724137931034, +DUD-AD,LogisticRegression,ppard,recall,0.5, +DUD-AD,LogisticRegression,ppard,precision,0.95, +DUD-AD,LogisticRegression,ppard,MCC,0.6833148415033707, +DUD-AD,SimilaritySearch_Mean,ppard,AUROC,0.9571517027863777, +DUD-AD,SimilaritySearch_Mean,ppard,BEDROC,0.8307156712091025, +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,12.613558266444377, +DUD-AD,SimilaritySearch_Mean,ppard,AUPRC,0.7570583419025033, +DUD-AD,SimilaritySearch_Max,ppard,AUROC,0.9788544891640868, +DUD-AD,SimilaritySearch_Max,ppard,BEDROC,0.9320342865788939, +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,14.151976641200068, +DUD-AD,SimilaritySearch_Max,ppard,AUPRC,0.8796458491013663, +DUD-AD,LightGBM_Ranker,ppard,AUROC,0.7732920536635707, +DUD-AD,LightGBM_Ranker,ppard,BEDROC,0.3856233993463989, +DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 1%,19.74436090225564, +DUD-AD,LightGBM_Ranker,ppard,Enrichment factor 5%,5.758771929824562, +DUD-AD,LightGBM_Ranker,ppard,RIE,5.8552925025845965, +DUD-AD,LightGBM_Ranker,ppard,AUPRC,0.288195897908946, +DUD-AD,LightGBM_Ranker,ppard,accuracy,0.5232292460015232, +DUD-AD,LightGBM_Ranker,ppard,F1 score,0.09798270893371758, +DUD-AD,LightGBM_Ranker,ppard,recall,0.8947368421052632, +DUD-AD,LightGBM_Ranker,ppard,precision,0.051829268292682924, +DUD-AD,LightGBM_Ranker,ppard,MCC,0.13642477841343165, +DUD-AD,RandomForest,pparg,AUROC,0.9783115881805166, +DUD-AD,RandomForest,pparg,BEDROC,0.8854781055576741, +DUD-AD,RandomForest,pparg,Enrichment factor 1%,17.844155844155843, +DUD-AD,RandomForest,pparg,Enrichment factor 5%,14.740824392998306, +DUD-AD,RandomForest,pparg,RIE,10.649390449077854, +DUD-AD,RandomForest,pparg,AUPRC,0.8286014543558747, +DUD-AD,RandomForest,pparg,accuracy,0.9672489082969432, +DUD-AD,RandomForest,pparg,F1 score,0.6086956521739131, +DUD-AD,RandomForest,pparg,recall,0.45454545454545453, +DUD-AD,RandomForest,pparg,precision,0.9210526315789473, +DUD-AD,RandomForest,pparg,MCC,0.6342814651660582, +DUD-AD,LogisticRegression,pparg,AUROC,0.9838188026314472, +DUD-AD,LogisticRegression,pparg,BEDROC,0.8905110704604041, +DUD-AD,LogisticRegression,pparg,Enrichment factor 1%,17.844155844155843, +DUD-AD,LogisticRegression,pparg,Enrichment factor 5%,13.964991530208922, +DUD-AD,LogisticRegression,pparg,RIE,10.709920469692236, +DUD-AD,LogisticRegression,pparg,AUPRC,0.840068011035295, +DUD-AD,LogisticRegression,pparg,accuracy,0.9708879184861717, +DUD-AD,LogisticRegression,pparg,F1 score,0.6825396825396826, +DUD-AD,LogisticRegression,pparg,recall,0.5584415584415584, +DUD-AD,LogisticRegression,pparg,precision,0.8775510204081632, +DUD-AD,LogisticRegression,pparg,MCC,0.6868698864996392, +DUD-AD,SimilaritySearch_Mean,pparg,AUROC,0.8641520391713143, +DUD-AD,SimilaritySearch_Mean,pparg,BEDROC,0.657171662075558, +DUD-AD,SimilaritySearch_Mean,pparg,Enrichment factor 1%,17.844155844155843, +DUD-AD,SimilaritySearch_Mean,pparg,Enrichment factor 5%,9.051383399209486, +DUD-AD,SimilaritySearch_Mean,pparg,RIE,7.9036145500898725, +DUD-AD,SimilaritySearch_Mean,pparg,AUPRC,0.551750560933995, +DUD-AD,SimilaritySearch_Max,pparg,AUROC,0.9670518379076589, +DUD-AD,SimilaritySearch_Max,pparg,BEDROC,0.8685547976864659, +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,10.445858695110704, +DUD-AD,SimilaritySearch_Max,pparg,AUPRC,0.7483192755398187, +DUD-AD,LightGBM_Ranker,pparg,AUROC,0.8315493296218045, +DUD-AD,LightGBM_Ranker,pparg,BEDROC,0.4955564895201833, +DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 1%,14.020408163265307, +DUD-AD,LightGBM_Ranker,pparg,Enrichment factor 5%,7.241106719367589, +DUD-AD,LightGBM_Ranker,pparg,RIE,5.959915375659464, +DUD-AD,LightGBM_Ranker,pparg,AUPRC,0.37629243984943106, +DUD-AD,LightGBM_Ranker,pparg,accuracy,0.5458515283842795, +DUD-AD,LightGBM_Ranker,pparg,F1 score,0.18324607329842932, +DUD-AD,LightGBM_Ranker,pparg,recall,0.9090909090909091, +DUD-AD,LightGBM_Ranker,pparg,precision,0.10189228529839883, +DUD-AD,LightGBM_Ranker,pparg,MCC,0.19935411232616387, +DUD-AD,RandomForest,prgr,AUROC,0.9521311158115935, +DUD-AD,RandomForest,prgr,BEDROC,0.8772904385385074, +DUD-AD,RandomForest,prgr,Enrichment factor 1%,23.263157894736842, +DUD-AD,RandomForest,prgr,Enrichment factor 5%,16.666142969363708, +DUD-AD,RandomForest,prgr,RIE,11.770078237764048, +DUD-AD,RandomForest,prgr,AUPRC,0.8189646570044287, +DUD-AD,RandomForest,prgr,accuracy,0.9705882352941176, +DUD-AD,RandomForest,prgr,F1 score,0.4935064935064935, +DUD-AD,RandomForest,prgr,recall,0.3333333333333333, +DUD-AD,RandomForest,prgr,precision,0.95, +DUD-AD,RandomForest,prgr,MCC,0.5533914965376564, +DUD-AD,LogisticRegression,prgr,AUROC,0.978709579306817, +DUD-AD,LogisticRegression,prgr,BEDROC,0.8705928625439231, +DUD-AD,LogisticRegression,prgr,Enrichment factor 1%,21.601503759398494, +DUD-AD,LogisticRegression,prgr,Enrichment factor 5%,16.318931657501963, +DUD-AD,LogisticRegression,prgr,RIE,11.680220888864415, +DUD-AD,LogisticRegression,prgr,AUPRC,0.7815289020905596, +DUD-AD,LogisticRegression,prgr,accuracy,0.971342383107089, +DUD-AD,LogisticRegression,prgr,F1 score,0.5128205128205128, +DUD-AD,LogisticRegression,prgr,recall,0.3508771929824561, +DUD-AD,LogisticRegression,prgr,precision,0.9523809523809523, +DUD-AD,LogisticRegression,prgr,MCC,0.5687638861178559, +DUD-AD,SimilaritySearch_Mean,prgr,AUROC,0.8931193231305213, +DUD-AD,SimilaritySearch_Mean,prgr,BEDROC,0.6093411714530036, +DUD-AD,SimilaritySearch_Mean,prgr,Enrichment factor 1%,18.278195488721806, +DUD-AD,SimilaritySearch_Mean,prgr,Enrichment factor 5%,10.069128043990574, +DUD-AD,SimilaritySearch_Mean,prgr,RIE,8.175164077869217, +DUD-AD,SimilaritySearch_Mean,prgr,AUPRC,0.48515182783435823, +DUD-AD,SimilaritySearch_Max,prgr,AUROC,0.9775551961068945, +DUD-AD,SimilaritySearch_Max,prgr,BEDROC,0.8912047554835965, +DUD-AD,SimilaritySearch_Max,prgr,Enrichment factor 1%,21.601503759398494, +DUD-AD,SimilaritySearch_Max,prgr,Enrichment factor 5%,17.3605655930872, +DUD-AD,SimilaritySearch_Max,prgr,RIE,11.956758259528032, +DUD-AD,SimilaritySearch_Max,prgr,AUPRC,0.8081096744315083, +DUD-AD,LightGBM_Ranker,prgr,AUROC,0.5988552942640288, +DUD-AD,LightGBM_Ranker,prgr,BEDROC,0.33917699916690797, +DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 1%,19.93984962406015, +DUD-AD,LightGBM_Ranker,prgr,Enrichment factor 5%,4.8609583660644144, +DUD-AD,LightGBM_Ranker,prgr,RIE,4.550533867040418, +DUD-AD,LightGBM_Ranker,prgr,AUPRC,0.2715619647464722, +DUD-AD,LightGBM_Ranker,prgr,accuracy,0.5113122171945701, +DUD-AD,LightGBM_Ranker,prgr,F1 score,0.1, +DUD-AD,LightGBM_Ranker,prgr,recall,0.631578947368421, +DUD-AD,LightGBM_Ranker,prgr,precision,0.05429864253393665, +DUD-AD,LightGBM_Ranker,prgr,MCC,0.055772873450854556, +DUD-AD,RandomForest,ptn1,AUROC,0.9228969765364179, +DUD-AD,RandomForest,ptn1,BEDROC,0.8183943193925235, +DUD-AD,RandomForest,ptn1,Enrichment factor 1%,37.794117647058826, +DUD-AD,RandomForest,ptn1,Enrichment factor 5%,15.699095022624434, +DUD-AD,RandomForest,ptn1,RIE,12.709767949005665, +DUD-AD,RandomForest,ptn1,AUPRC,0.7522225918501024, +DUD-AD,RandomForest,ptn1,accuracy,0.978988326848249, +DUD-AD,RandomForest,ptn1,F1 score,0.34146341463414637, +DUD-AD,RandomForest,ptn1,recall,0.20588235294117646, +DUD-AD,RandomForest,ptn1,precision,1.0, +DUD-AD,RandomForest,ptn1,MCC,0.4489239643484884, +DUD-AD,LogisticRegression,ptn1,AUROC,0.9290920205012461, +DUD-AD,LogisticRegression,ptn1,BEDROC,0.746727862713865, +DUD-AD,LogisticRegression,ptn1,Enrichment factor 1%,37.794117647058826, +DUD-AD,LogisticRegression,ptn1,Enrichment factor 5%,14.536199095022624, +DUD-AD,LogisticRegression,ptn1,RIE,11.596778759521685, +DUD-AD,LogisticRegression,ptn1,AUPRC,0.6775548803774151, +DUD-AD,LogisticRegression,ptn1,accuracy,0.978988326848249, +DUD-AD,LogisticRegression,ptn1,F1 score,0.34146341463414637, +DUD-AD,LogisticRegression,ptn1,recall,0.20588235294117646, +DUD-AD,LogisticRegression,ptn1,precision,1.0, +DUD-AD,LogisticRegression,ptn1,MCC,0.4489239643484884, +DUD-AD,SimilaritySearch_Mean,ptn1,AUROC,0.752080688390464, +DUD-AD,SimilaritySearch_Mean,ptn1,BEDROC,0.4513999135562836, +DUD-AD,SimilaritySearch_Mean,ptn1,Enrichment factor 1%,26.165158371040725, +DUD-AD,SimilaritySearch_Mean,ptn1,Enrichment factor 5%,7.5588235294117645, +DUD-AD,SimilaritySearch_Mean,ptn1,RIE,7.010298138068761, +DUD-AD,SimilaritySearch_Mean,ptn1,AUPRC,0.3458262033984813, +DUD-AD,SimilaritySearch_Max,ptn1,AUROC,0.932571589786994, +DUD-AD,SimilaritySearch_Max,ptn1,BEDROC,0.7965198519192164, +DUD-AD,SimilaritySearch_Max,ptn1,Enrichment factor 1%,37.794117647058826, +DUD-AD,SimilaritySearch_Max,ptn1,Enrichment factor 5%,13.95475113122172, +DUD-AD,SimilaritySearch_Max,ptn1,RIE,12.370054686318857, +DUD-AD,SimilaritySearch_Max,ptn1,AUPRC,0.7520596283108624, +DUD-AD,LightGBM_Ranker,ptn1,AUROC,0.6847345652889453, +DUD-AD,LightGBM_Ranker,ptn1,BEDROC,0.29368804845476315, +DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 1%,20.350678733031675, +DUD-AD,LightGBM_Ranker,ptn1,Enrichment factor 5%,4.65158371040724, +DUD-AD,LightGBM_Ranker,ptn1,RIE,4.5610128092516105, +DUD-AD,LightGBM_Ranker,ptn1,AUPRC,0.25367964560124606, +DUD-AD,LightGBM_Ranker,ptn1,accuracy,0.5081712062256809, +DUD-AD,LightGBM_Ranker,ptn1,F1 score,0.0650887573964497, +DUD-AD,LightGBM_Ranker,ptn1,recall,0.6470588235294118, +DUD-AD,LightGBM_Ranker,ptn1,precision,0.03426791277258567, +DUD-AD,LightGBM_Ranker,ptn1,MCC,0.04861604290533566, +DUD-AD,RandomForest,pur2,AUROC,0.9949246629659001, +DUD-AD,RandomForest,pur2,BEDROC,0.9306675134921241, +DUD-AD,RandomForest,pur2,Enrichment factor 1%,77.90769230769232, +DUD-AD,RandomForest,pur2,Enrichment factor 5%,19.78125, +DUD-AD,RandomForest,pur2,RIE,17.897205198713696, +DUD-AD,RandomForest,pur2,AUPRC,0.7583333333333333, +DUD-AD,RandomForest,pur2,accuracy,0.9968404423380727, +DUD-AD,RandomForest,pur2,F1 score,0.3333333333333333, +DUD-AD,RandomForest,pur2,recall,0.2, +DUD-AD,RandomForest,pur2,precision,1.0, +DUD-AD,RandomForest,pur2,MCC,0.4465059786081328, +DUD-AD,LogisticRegression,pur2,AUROC,0.9985725614591594, +DUD-AD,LogisticRegression,pur2,BEDROC,0.9735970884127187, +DUD-AD,LogisticRegression,pur2,Enrichment factor 1%,97.38461538461539, +DUD-AD,LogisticRegression,pur2,Enrichment factor 5%,19.78125, +DUD-AD,LogisticRegression,pur2,RIE,18.722762552406024, +DUD-AD,LogisticRegression,pur2,AUPRC,0.8166666666666667, +DUD-AD,LogisticRegression,pur2,accuracy,0.9984202211690363, +DUD-AD,LogisticRegression,pur2,F1 score,0.75, +DUD-AD,LogisticRegression,pur2,recall,0.6, +DUD-AD,LogisticRegression,pur2,precision,1.0, +DUD-AD,LogisticRegression,pur2,MCC,0.773983127228982, +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,0.9749405233941316, +DUD-AD,LightGBM_Ranker,pur2,BEDROC,0.6928318002510641, +DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 1%,38.95384615384616, +DUD-AD,LightGBM_Ranker,pur2,Enrichment factor 5%,15.825, +DUD-AD,LightGBM_Ranker,pur2,RIE,13.323504611181836, +DUD-AD,LightGBM_Ranker,pur2,AUPRC,0.3881154477706202, +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,0.9866902457185406, +DUD-AD,RandomForest,pyrd,BEDROC,0.9010641148441463, +DUD-AD,RandomForest,pyrd,Enrichment factor 1%,69.55656108597286, +DUD-AD,RandomForest,pyrd,Enrichment factor 5%,18.548416289592762, +DUD-AD,RandomForest,pyrd,RIE,15.827962290307779, +DUD-AD,RandomForest,pyrd,AUPRC,0.8298713674497418, +DUD-AD,RandomForest,pyrd,accuracy,0.9921935987509758, +DUD-AD,RandomForest,pyrd,F1 score,0.5833333333333334, +DUD-AD,RandomForest,pyrd,recall,0.4117647058823529, +DUD-AD,RandomForest,pyrd,precision,1.0, +DUD-AD,RandomForest,pyrd,MCC,0.639165584044355, +DUD-AD,LogisticRegression,pyrd,AUROC,0.9983246463142219, +DUD-AD,LogisticRegression,pyrd,BEDROC,0.9722075180985568, +DUD-AD,LogisticRegression,pyrd,Enrichment factor 1%,69.55656108597286, +DUD-AD,LogisticRegression,pyrd,Enrichment factor 5%,19.70769230769231, +DUD-AD,LogisticRegression,pyrd,RIE,17.077657047878876, +DUD-AD,LogisticRegression,pyrd,AUPRC,0.9094042925052384, +DUD-AD,LogisticRegression,pyrd,accuracy,0.9960967993754879, +DUD-AD,LogisticRegression,pyrd,F1 score,0.8275862068965517, +DUD-AD,LogisticRegression,pyrd,recall,0.7058823529411765, +DUD-AD,LogisticRegression,pyrd,precision,1.0, +DUD-AD,LogisticRegression,pyrd,MCC,0.8385112393972227, +DUD-AD,SimilaritySearch_Mean,pyrd,AUROC,0.9360107967237528, +DUD-AD,SimilaritySearch_Mean,pyrd,BEDROC,0.7897989470882989, +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,13.873494405948717, +DUD-AD,SimilaritySearch_Mean,pyrd,AUPRC,0.6882891409581944, +DUD-AD,SimilaritySearch_Max,pyrd,AUROC,0.993065897244974, +DUD-AD,SimilaritySearch_Max,pyrd,BEDROC,0.9152810152506281, +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,16.07769431174842, +DUD-AD,SimilaritySearch_Max,pyrd,AUPRC,0.8215398070195672, +DUD-AD,LightGBM_Ranker,pyrd,AUROC,0.662090469099032, +DUD-AD,LightGBM_Ranker,pyrd,BEDROC,0.37789343132585906, +DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 1%,17.389140271493215, +DUD-AD,LightGBM_Ranker,pyrd,Enrichment factor 5%,8.114932126696832, +DUD-AD,LightGBM_Ranker,pyrd,RIE,6.63802154246817, +DUD-AD,LightGBM_Ranker,pyrd,AUPRC,0.16330738092632552, +DUD-AD,LightGBM_Ranker,pyrd,accuracy,0.5058548009367682, +DUD-AD,LightGBM_Ranker,pyrd,F1 score,0.0365296803652968, +DUD-AD,LightGBM_Ranker,pyrd,recall,0.7058823529411765, +DUD-AD,LightGBM_Ranker,pyrd,precision,0.01875, +DUD-AD,LightGBM_Ranker,pyrd,MCC,0.047843478533601214, +DUD-AD,RandomForest,rock1,AUROC,0.9381235752139029, +DUD-AD,RandomForest,rock1,BEDROC,0.7883912259611776, +DUD-AD,RandomForest,rock1,Enrichment factor 1%,43.692307692307686, +DUD-AD,RandomForest,rock1,Enrichment factor 5%,14.791666666666666, +DUD-AD,RandomForest,rock1,RIE,12.860129668632467, +DUD-AD,RandomForest,rock1,AUPRC,0.7137132420021732, +DUD-AD,RandomForest,rock1,accuracy,0.986697965571205, +DUD-AD,RandomForest,rock1,F1 score,0.5405405405405406, +DUD-AD,RandomForest,rock1,recall,0.37037037037037035, +DUD-AD,RandomForest,rock1,precision,1.0, +DUD-AD,RandomForest,rock1,MCC,0.6044872513243515, +DUD-AD,LogisticRegression,rock1,AUROC,0.958995766349883, +DUD-AD,LogisticRegression,rock1,BEDROC,0.840806326471338, +DUD-AD,LogisticRegression,rock1,Enrichment factor 1%,47.333333333333336, +DUD-AD,LogisticRegression,rock1,Enrichment factor 5%,17.010416666666668, +DUD-AD,LogisticRegression,rock1,RIE,13.715117603898197, +DUD-AD,LogisticRegression,rock1,AUPRC,0.7580498845190216, +DUD-AD,LogisticRegression,rock1,accuracy,0.9898278560250391, +DUD-AD,LogisticRegression,rock1,F1 score,0.6976744186046512, +DUD-AD,LogisticRegression,rock1,recall,0.5555555555555556, +DUD-AD,LogisticRegression,rock1,precision,0.9375, +DUD-AD,LogisticRegression,rock1,MCC,0.7175018561414687, +DUD-AD,SimilaritySearch_Mean,rock1,AUROC,0.8715694111377564, +DUD-AD,SimilaritySearch_Mean,rock1,BEDROC,0.6663814935238962, +DUD-AD,SimilaritySearch_Mean,rock1,Enrichment factor 1%,40.05128205128205, +DUD-AD,SimilaritySearch_Mean,rock1,Enrichment factor 5%,12.572916666666666, +DUD-AD,SimilaritySearch_Mean,rock1,RIE,10.86992363633355, +DUD-AD,SimilaritySearch_Mean,rock1,AUPRC,0.5586282733776914, +DUD-AD,SimilaritySearch_Max,rock1,AUROC,0.9735470882553217, +DUD-AD,SimilaritySearch_Max,rock1,BEDROC,0.8170109488234867, +DUD-AD,SimilaritySearch_Max,rock1,Enrichment factor 1%,36.41025641025641, +DUD-AD,SimilaritySearch_Max,rock1,Enrichment factor 5%,16.270833333333332, +DUD-AD,SimilaritySearch_Max,rock1,RIE,13.326970665210919, +DUD-AD,SimilaritySearch_Max,rock1,AUPRC,0.6291678277628273, +DUD-AD,LightGBM_Ranker,rock1,AUROC,0.816324718003375, +DUD-AD,LightGBM_Ranker,rock1,BEDROC,0.45348559366449875, +DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 1%,25.48717948717949, +DUD-AD,LightGBM_Ranker,rock1,Enrichment factor 5%,8.875, +DUD-AD,LightGBM_Ranker,rock1,RIE,7.397194898323379, +DUD-AD,LightGBM_Ranker,rock1,AUPRC,0.31618952002350553, +DUD-AD,LightGBM_Ranker,rock1,accuracy,0.514866979655712, +DUD-AD,LightGBM_Ranker,rock1,F1 score,0.06906906906906907, +DUD-AD,LightGBM_Ranker,rock1,recall,0.8518518518518519, +DUD-AD,LightGBM_Ranker,rock1,precision,0.03599374021909233, +DUD-AD,LightGBM_Ranker,rock1,MCC,0.10338155589570493, +DUD-AD,RandomForest,src,AUROC,0.8709219858156028, +DUD-AD,RandomForest,src,BEDROC,0.7724280924374305, +DUD-AD,RandomForest,src,Enrichment factor 1%,13.671732522796352, +DUD-AD,RandomForest,src,Enrichment factor 5%,11.989057750759878, +DUD-AD,RandomForest,src,RIE,8.449098715276016, +DUD-AD,RandomForest,src,AUPRC,0.6679886045507835, +DUD-AD,RandomForest,src,accuracy,0.9494219653179191, +DUD-AD,RandomForest,src,F1 score,0.4262295081967213, +DUD-AD,RandomForest,src,recall,0.2765957446808511, +DUD-AD,RandomForest,src,precision,0.9285714285714286, +DUD-AD,RandomForest,src,MCC,0.49153476492855974, +DUD-AD,LogisticRegression,src,AUROC,0.8823767111990765, +DUD-AD,LogisticRegression,src,BEDROC,0.7685833596388315, +DUD-AD,LogisticRegression,src,Enrichment factor 1%,14.72340425531915, +DUD-AD,LogisticRegression,src,Enrichment factor 5%,11.568389057750759, +DUD-AD,LogisticRegression,src,RIE,8.40704363347606, +DUD-AD,LogisticRegression,src,AUPRC,0.6719730498157175, +DUD-AD,LogisticRegression,src,accuracy,0.9501445086705202, +DUD-AD,LogisticRegression,src,F1 score,0.43902439024390244, +DUD-AD,LogisticRegression,src,recall,0.2872340425531915, +DUD-AD,LogisticRegression,src,precision,0.9310344827586207, +DUD-AD,LogisticRegression,src,MCC,0.5018518493154154, +DUD-AD,SimilaritySearch_Mean,src,AUROC,0.7094920006597394, +DUD-AD,SimilaritySearch_Mean,src,BEDROC,0.5222365600435186, +DUD-AD,SimilaritySearch_Mean,src,Enrichment factor 1%,10.516717325227964, +DUD-AD,SimilaritySearch_Mean,src,Enrichment factor 5%,6.941033434650456, +DUD-AD,SimilaritySearch_Mean,src,RIE,5.712412991806241, +DUD-AD,SimilaritySearch_Mean,src,AUPRC,0.3726559754474639, +DUD-AD,SimilaritySearch_Max,src,AUROC,0.8721342569684973, +DUD-AD,SimilaritySearch_Max,src,BEDROC,0.7107722783348971, +DUD-AD,SimilaritySearch_Max,src,Enrichment factor 1%,10.516717325227964, +DUD-AD,SimilaritySearch_Max,src,Enrichment factor 5%,10.937386018237081, +DUD-AD,SimilaritySearch_Max,src,RIE,7.774685058631353, +DUD-AD,SimilaritySearch_Max,src,AUPRC,0.5484274010389046, +DUD-AD,LightGBM_Ranker,src,AUROC,0.7584075540161636, +DUD-AD,LightGBM_Ranker,src,BEDROC,0.39659630563096226, +DUD-AD,LightGBM_Ranker,src,Enrichment factor 1%,7.361702127659575, +DUD-AD,LightGBM_Ranker,src,Enrichment factor 5%,5.468693009118541, +DUD-AD,LightGBM_Ranker,src,RIE,4.338114320488298, +DUD-AD,LightGBM_Ranker,src,AUPRC,0.2597308554204682, +DUD-AD,LightGBM_Ranker,src,accuracy,0.541907514450867, +DUD-AD,LightGBM_Ranker,src,F1 score,0.19338422391857507, +DUD-AD,LightGBM_Ranker,src,recall,0.8085106382978723, +DUD-AD,LightGBM_Ranker,src,precision,0.10982658959537572, +DUD-AD,LightGBM_Ranker,src,MCC,0.16655942451104977, +DUD-AD,RandomForest,try1,AUROC,0.9573272876632893, +DUD-AD,RandomForest,try1,BEDROC,0.9150043690636793, +DUD-AD,RandomForest,try1,Enrichment factor 1%,13.928571428571429, +DUD-AD,RandomForest,try1,Enrichment factor 5%,12.515527950310558, +DUD-AD,RandomForest,try1,RIE,9.712716211943667, +DUD-AD,RandomForest,try1,AUPRC,0.8686715132227483, +DUD-AD,RandomForest,try1,accuracy,0.9611721611721612, +DUD-AD,RandomForest,try1,F1 score,0.6624203821656051, +DUD-AD,RandomForest,try1,recall,0.5306122448979592, +DUD-AD,RandomForest,try1,precision,0.8813559322033898, +DUD-AD,RandomForest,try1,MCC,0.6665539924152861, +DUD-AD,LogisticRegression,try1,AUROC,0.9750736916708278, +DUD-AD,LogisticRegression,try1,BEDROC,0.9256178093941962, +DUD-AD,LogisticRegression,try1,Enrichment factor 1%,13.928571428571429, +DUD-AD,LogisticRegression,try1,Enrichment factor 5%,12.919254658385094, +DUD-AD,LogisticRegression,try1,RIE,9.82537724010041, +DUD-AD,LogisticRegression,try1,AUPRC,0.8880782287292454, +DUD-AD,LogisticRegression,try1,accuracy,0.9655677655677656, +DUD-AD,LogisticRegression,try1,F1 score,0.7044025157232704, +DUD-AD,LogisticRegression,try1,recall,0.5714285714285714, +DUD-AD,LogisticRegression,try1,precision,0.9180327868852459, +DUD-AD,LogisticRegression,try1,MCC,0.7090059953405632, +DUD-AD,SimilaritySearch_Mean,try1,AUROC,0.9045310310390928, +DUD-AD,SimilaritySearch_Mean,try1,BEDROC,0.7680537135993251, +DUD-AD,SimilaritySearch_Mean,try1,Enrichment factor 1%,12.933673469387756, +DUD-AD,SimilaritySearch_Mean,try1,Enrichment factor 5%,10.496894409937887, +DUD-AD,SimilaritySearch_Mean,try1,RIE,8.152843878623152, +DUD-AD,SimilaritySearch_Mean,try1,AUPRC,0.6593493526647151, +DUD-AD,SimilaritySearch_Max,try1,AUROC,0.946712465570285, +DUD-AD,SimilaritySearch_Max,try1,BEDROC,0.8443936155108902, +DUD-AD,SimilaritySearch_Max,try1,Enrichment factor 1%,10.943877551020408, +DUD-AD,SimilaritySearch_Max,try1,Enrichment factor 5%,12.111801242236025, +DUD-AD,SimilaritySearch_Max,try1,RIE,8.96318732720435, +DUD-AD,SimilaritySearch_Max,try1,AUPRC,0.7322224802114755, +DUD-AD,LightGBM_Ranker,try1,AUROC,0.8087882351046181, +DUD-AD,LightGBM_Ranker,try1,BEDROC,0.5676602040211819, +DUD-AD,LightGBM_Ranker,try1,Enrichment factor 1%,10.943877551020408, +DUD-AD,LightGBM_Ranker,try1,Enrichment factor 5%,6.661490683229814, +DUD-AD,LightGBM_Ranker,try1,RIE,6.025678876329104, +DUD-AD,LightGBM_Ranker,try1,AUPRC,0.4321273256532411, +DUD-AD,LightGBM_Ranker,try1,accuracy,0.5487179487179488, +DUD-AD,LightGBM_Ranker,try1,F1 score,0.21025641025641026, +DUD-AD,LightGBM_Ranker,try1,recall,0.8367346938775511, +DUD-AD,LightGBM_Ranker,try1,precision,0.12023460410557185, +DUD-AD,LightGBM_Ranker,try1,MCC,0.1875058734010798, +DUD-AD,RandomForest,tysy,AUROC,0.9025870790576673, +DUD-AD,RandomForest,tysy,BEDROC,0.833666046859884, +DUD-AD,RandomForest,tysy,Enrichment factor 1%,58.18181818181818, +DUD-AD,RandomForest,tysy,Enrichment factor 5%,16.363636363636363, +DUD-AD,RandomForest,tysy,RIE,14.109573793971377, +DUD-AD,RandomForest,tysy,AUPRC,0.7892592973198811, +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,0.9742737389796214, +DUD-AD,LogisticRegression,tysy,BEDROC,0.8987761527073252, +DUD-AD,LogisticRegression,tysy,Enrichment factor 1%,58.18181818181818, +DUD-AD,LogisticRegression,tysy,Enrichment factor 5%,18.181818181818183, +DUD-AD,LogisticRegression,tysy,RIE,15.211544833148258, +DUD-AD,LogisticRegression,tysy,AUPRC,0.8486296390514657, +DUD-AD,LogisticRegression,tysy,accuracy,0.99140625, +DUD-AD,LogisticRegression,tysy,F1 score,0.6666666666666666, +DUD-AD,LogisticRegression,tysy,recall,0.5, +DUD-AD,LogisticRegression,tysy,precision,1.0, +DUD-AD,LogisticRegression,tysy,MCC,0.7040354242824732, +DUD-AD,SimilaritySearch_Mean,tysy,AUROC,0.8019583754877873, +DUD-AD,SimilaritySearch_Mean,tysy,BEDROC,0.5553031404291429, +DUD-AD,SimilaritySearch_Mean,tysy,Enrichment factor 1%,40.27972027972028, +DUD-AD,SimilaritySearch_Mean,tysy,Enrichment factor 5%,10.0, +DUD-AD,SimilaritySearch_Mean,tysy,RIE,9.398356429549976, +DUD-AD,SimilaritySearch_Mean,tysy,AUPRC,0.4459804444877298, +DUD-AD,SimilaritySearch_Max,tysy,AUROC,0.9397492412198294, +DUD-AD,SimilaritySearch_Max,tysy,BEDROC,0.8276502949439329, +DUD-AD,SimilaritySearch_Max,tysy,Enrichment factor 1%,53.7062937062937, +DUD-AD,SimilaritySearch_Max,tysy,Enrichment factor 5%,16.363636363636363, +DUD-AD,SimilaritySearch_Max,tysy,RIE,14.007758809892197, +DUD-AD,SimilaritySearch_Max,tysy,AUPRC,0.7591209102748953, +DUD-AD,LightGBM_Ranker,tysy,AUROC,0.7454111865876571, +DUD-AD,LightGBM_Ranker,tysy,BEDROC,0.5054514592262322, +DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 1%,26.85314685314685, +DUD-AD,LightGBM_Ranker,tysy,Enrichment factor 5%,10.0, +DUD-AD,LightGBM_Ranker,tysy,RIE,8.55463012585445, +DUD-AD,LightGBM_Ranker,tysy,AUPRC,0.3847433599552546, +DUD-AD,LightGBM_Ranker,tysy,accuracy,0.5078125, +DUD-AD,LightGBM_Ranker,tysy,F1 score,0.04833836858006042, +DUD-AD,LightGBM_Ranker,tysy,recall,0.7272727272727273, +DUD-AD,LightGBM_Ranker,tysy,precision,0.025, +DUD-AD,LightGBM_Ranker,tysy,MCC,0.060110222985417, +DUD-AD,RandomForest,urok,AUROC,0.9451829182824837, +DUD-AD,RandomForest,urok,BEDROC,0.8650991689966547, +DUD-AD,RandomForest,urok,Enrichment factor 1%,38.029411764705884, +DUD-AD,RandomForest,urok,Enrichment factor 5%,17.55203619909502, +DUD-AD,RandomForest,urok,RIE,13.455184488062525, +DUD-AD,RandomForest,urok,AUPRC,0.7910611297514124, +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,0.959117880670934, +DUD-AD,LogisticRegression,urok,BEDROC,0.8898786925246011, +DUD-AD,LogisticRegression,urok,Enrichment factor 1%,38.029411764705884, +DUD-AD,LogisticRegression,urok,Enrichment factor 5%,16.966968325791854, +DUD-AD,LogisticRegression,urok,RIE,13.84058892630446, +DUD-AD,LogisticRegression,urok,AUPRC,0.8327449539310569, +DUD-AD,LogisticRegression,urok,accuracy,0.9868522815158546, +DUD-AD,LogisticRegression,urok,F1 score,0.6792452830188679, +DUD-AD,LogisticRegression,urok,recall,0.5294117647058824, +DUD-AD,LogisticRegression,urok,precision,0.9473684210526315, +DUD-AD,LogisticRegression,urok,MCC,0.702962781813694, +DUD-AD,SimilaritySearch_Mean,urok,AUROC,0.919263654627856, +DUD-AD,SimilaritySearch_Mean,urok,BEDROC,0.7568727078958394, +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,11.771901175676364, +DUD-AD,SimilaritySearch_Mean,urok,AUPRC,0.5975704613232918, +DUD-AD,SimilaritySearch_Max,urok,AUROC,0.9462925758071299, +DUD-AD,SimilaritySearch_Max,urok,BEDROC,0.8491735784389126, +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,13.207488309576467, +DUD-AD,SimilaritySearch_Max,urok,AUPRC,0.7136086042945055, +DUD-AD,LightGBM_Ranker,urok,AUROC,0.9350791945054432, +DUD-AD,LightGBM_Ranker,urok,BEDROC,0.721065372576392, +DUD-AD,LightGBM_Ranker,urok,Enrichment factor 1%,29.25339366515837, +DUD-AD,LightGBM_Ranker,urok,Enrichment factor 5%,14.626696832579185, +DUD-AD,LightGBM_Ranker,urok,RIE,11.214977393902746, +DUD-AD,LightGBM_Ranker,urok,AUPRC,0.5898857236465386, +DUD-AD,LightGBM_Ranker,urok,accuracy,0.5266821345707656, +DUD-AD,LightGBM_Ranker,urok,F1 score,0.1, +DUD-AD,LightGBM_Ranker,urok,recall,1.0, +DUD-AD,LightGBM_Ranker,urok,precision,0.05263157894736842, +DUD-AD,LightGBM_Ranker,urok,MCC,0.16446082889437652, +DUD-AD,RandomForest,vgfr2,AUROC,0.9625462720700816, +DUD-AD,RandomForest,vgfr2,BEDROC,0.8481388599023961, +DUD-AD,RandomForest,vgfr2,Enrichment factor 1%,15.533509700176367, +DUD-AD,RandomForest,vgfr2,Enrichment factor 5%,13.776325344952797, +DUD-AD,RandomForest,vgfr2,RIE,9.89569337895669, +DUD-AD,RandomForest,vgfr2,AUPRC,0.7815741973837163, +DUD-AD,RandomForest,vgfr2,accuracy,0.9564575645756458, +DUD-AD,RandomForest,vgfr2,F1 score,0.4380952380952381, +DUD-AD,RandomForest,vgfr2,recall,0.2839506172839506, +DUD-AD,RandomForest,vgfr2,precision,0.9583333333333334, +DUD-AD,RandomForest,vgfr2,MCC,0.5089477540920312, +DUD-AD,LogisticRegression,vgfr2,AUROC,0.961160532589104, +DUD-AD,LogisticRegression,vgfr2,BEDROC,0.8149845542827744, +DUD-AD,LogisticRegression,vgfr2,Enrichment factor 1%,15.533509700176367, +DUD-AD,LogisticRegression,vgfr2,Enrichment factor 5%,12.546296296296296, +DUD-AD,LogisticRegression,vgfr2,RIE,9.508864222223709, +DUD-AD,LogisticRegression,vgfr2,AUPRC,0.7362392094909437, +DUD-AD,LogisticRegression,vgfr2,accuracy,0.9571955719557196, +DUD-AD,LogisticRegression,vgfr2,F1 score,0.46296296296296297, +DUD-AD,LogisticRegression,vgfr2,recall,0.30864197530864196, +DUD-AD,LogisticRegression,vgfr2,precision,0.9259259259259259, +DUD-AD,LogisticRegression,vgfr2,MCC,0.5209387772966346, +DUD-AD,SimilaritySearch_Mean,vgfr2,AUROC,0.8383723859914335, +DUD-AD,SimilaritySearch_Mean,vgfr2,BEDROC,0.48442221806994645, +DUD-AD,SimilaritySearch_Mean,vgfr2,Enrichment factor 1%,10.753968253968253, +DUD-AD,SimilaritySearch_Mean,vgfr2,Enrichment factor 5%,6.396151053013798, +DUD-AD,SimilaritySearch_Mean,vgfr2,RIE,5.652015243633893, +DUD-AD,SimilaritySearch_Mean,vgfr2,AUPRC,0.3367713267967431, +DUD-AD,SimilaritySearch_Max,vgfr2,AUROC,0.9461063627730295, +DUD-AD,SimilaritySearch_Max,vgfr2,BEDROC,0.7635090796759072, +DUD-AD,SimilaritySearch_Max,vgfr2,Enrichment factor 1%,9.559082892416226, +DUD-AD,SimilaritySearch_Max,vgfr2,Enrichment factor 5%,12.054284676833696, +DUD-AD,SimilaritySearch_Max,vgfr2,RIE,8.908272110204937, +DUD-AD,SimilaritySearch_Max,vgfr2,AUPRC,0.6001454561825623, +DUD-AD,LightGBM_Ranker,vgfr2,AUROC,0.732232494137256, +DUD-AD,LightGBM_Ranker,vgfr2,BEDROC,0.3416489299172135, +DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 1%,9.559082892416226, +DUD-AD,LightGBM_Ranker,vgfr2,Enrichment factor 5%,4.674110384894699, +DUD-AD,LightGBM_Ranker,vgfr2,RIE,3.9862023234733646, +DUD-AD,LightGBM_Ranker,vgfr2,AUPRC,0.22423447159094376, +DUD-AD,LightGBM_Ranker,vgfr2,accuracy,0.5365313653136531, +DUD-AD,LightGBM_Ranker,vgfr2,F1 score,0.17150395778364116, +DUD-AD,LightGBM_Ranker,vgfr2,recall,0.8024691358024691, +DUD-AD,LightGBM_Ranker,vgfr2,precision,0.09601181683899557, +DUD-AD,LightGBM_Ranker,vgfr2,MCC,0.15272090142077788, +Dekois,RandomForest,17betaHSD1,AUROC,0.9668852459016393, +Dekois,RandomForest,17betaHSD1,BEDROC,0.7843794995548001, +Dekois,RandomForest,17betaHSD1,Enrichment factor 1%,46.5, +Dekois,RandomForest,17betaHSD1,Enrichment factor 5%,15.5, +Dekois,RandomForest,17betaHSD1,RIE,13.408805813842536, +Dekois,RandomForest,17betaHSD1,AUPRC,0.7077568134171908, +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,0.8950819672131147, +Dekois,LogisticRegression,17betaHSD1,BEDROC,0.802342932345155, +Dekois,LogisticRegression,17betaHSD1,Enrichment factor 1%,46.5, +Dekois,LogisticRegression,17betaHSD1,Enrichment factor 5%,15.5, +Dekois,LogisticRegression,17betaHSD1,RIE,13.715886992403039, +Dekois,LogisticRegression,17betaHSD1,AUPRC,0.7394683026584867, +Dekois,LogisticRegression,17betaHSD1,accuracy,0.9838709677419355, +Dekois,LogisticRegression,17betaHSD1,F1 score,0.0, +Dekois,LogisticRegression,17betaHSD1,recall,0.0, +Dekois,LogisticRegression,17betaHSD1,precision,0.0, +Dekois,LogisticRegression,17betaHSD1,MCC,0.0, +Dekois,SimilaritySearch_Mean,17betaHSD1,AUROC,0.9068852459016394, +Dekois,SimilaritySearch_Mean,17betaHSD1,BEDROC,0.6315703271204864, +Dekois,SimilaritySearch_Mean,17betaHSD1,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Mean,17betaHSD1,Enrichment factor 5%,11.625, +Dekois,SimilaritySearch_Mean,17betaHSD1,RIE,10.79656452824707, +Dekois,SimilaritySearch_Mean,17betaHSD1,AUPRC,0.5152644628099173, +Dekois,SimilaritySearch_Max,17betaHSD1,AUROC,0.8996721311475411, +Dekois,SimilaritySearch_Max,17betaHSD1,BEDROC,0.7567657039713291, +Dekois,SimilaritySearch_Max,17betaHSD1,Enrichment factor 1%,46.5, +Dekois,SimilaritySearch_Max,17betaHSD1,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Max,17betaHSD1,RIE,12.93675367373855, +Dekois,SimilaritySearch_Max,17betaHSD1,AUPRC,0.5898692810457515, +Dekois,LightGBM_Ranker,17betaHSD1,AUROC,0.9081967213114753, +Dekois,LightGBM_Ranker,17betaHSD1,BEDROC,0.7734847003839252, +Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 1%,46.5, +Dekois,LightGBM_Ranker,17betaHSD1,Enrichment factor 5%,15.5, +Dekois,LightGBM_Ranker,17betaHSD1,RIE,13.222561469088529, +Dekois,LightGBM_Ranker,17betaHSD1,AUPRC,0.696031746031746, +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,0.905900447427293, +Dekois,RandomForest,A2A,BEDROC,0.7650382700191674, +Dekois,RandomForest,A2A,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,A2A,Enrichment factor 5%,14.53125, +Dekois,RandomForest,A2A,RIE,10.6510289401231, +Dekois,RandomForest,A2A,AUPRC,0.6569467016366296, +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,0.9423937360178971, +Dekois,LogisticRegression,A2A,BEDROC,0.7712643760388209, +Dekois,LogisticRegression,A2A,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,A2A,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,A2A,RIE,10.737710139758315, +Dekois,LogisticRegression,A2A,AUPRC,0.7149051640552245, +Dekois,LogisticRegression,A2A,accuracy,0.9612903225806452, +Dekois,LogisticRegression,A2A,F1 score,0.0, +Dekois,LogisticRegression,A2A,recall,0.0, +Dekois,LogisticRegression,A2A,precision,0.0, +Dekois,LogisticRegression,A2A,MCC,0.0, +Dekois,SimilaritySearch_Mean,A2A,AUROC,0.9116331096196868, +Dekois,SimilaritySearch_Mean,A2A,BEDROC,0.6267000632727515, +Dekois,SimilaritySearch_Mean,A2A,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Mean,A2A,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Mean,A2A,RIE,8.725054393863898, +Dekois,SimilaritySearch_Mean,A2A,AUPRC,0.5261555924868618, +Dekois,SimilaritySearch_Max,A2A,AUROC,0.9229586129753915, +Dekois,SimilaritySearch_Max,A2A,BEDROC,0.6026085020857765, +Dekois,SimilaritySearch_Max,A2A,Enrichment factor 1%,12.916666666666666, +Dekois,SimilaritySearch_Max,A2A,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Max,A2A,RIE,8.389646448965392, +Dekois,SimilaritySearch_Max,A2A,AUPRC,0.44049210070377115, +Dekois,LightGBM_Ranker,A2A,AUROC,0.9144295302013423, +Dekois,LightGBM_Ranker,A2A,BEDROC,0.7754208002091321, +Dekois,LightGBM_Ranker,A2A,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,A2A,Enrichment factor 5%,12.916666666666666, +Dekois,LightGBM_Ranker,A2A,RIE,10.795576779378344, +Dekois,LightGBM_Ranker,A2A,AUPRC,0.7200736935811564, +Dekois,LightGBM_Ranker,A2A,accuracy,0.532258064516129, +Dekois,LightGBM_Ranker,A2A,F1 score,0.1317365269461078, +Dekois,LightGBM_Ranker,A2A,recall,0.9166666666666666, +Dekois,LightGBM_Ranker,A2A,precision,0.07096774193548387, +Dekois,LightGBM_Ranker,A2A,MCC,0.16722501552266278, +Dekois,RandomForest,ADRB2,AUROC,0.9640088593576966, +Dekois,RandomForest,ADRB2,BEDROC,0.9155797857280524, +Dekois,RandomForest,ADRB2,Enrichment factor 1%,34.44444444444444, +Dekois,RandomForest,ADRB2,Enrichment factor 5%,17.22222222222222, +Dekois,RandomForest,ADRB2,RIE,13.890713658167956, +Dekois,RandomForest,ADRB2,AUPRC,0.8977384464110127, +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,0.9638242894056848, +Dekois,LogisticRegression,ADRB2,BEDROC,0.8217248969891955, +Dekois,LogisticRegression,ADRB2,Enrichment factor 1%,34.44444444444444, +Dekois,LogisticRegression,ADRB2,Enrichment factor 5%,15.069444444444445, +Dekois,LogisticRegression,ADRB2,RIE,12.466794738192313, +Dekois,LogisticRegression,ADRB2,AUPRC,0.781919006919007, +Dekois,LogisticRegression,ADRB2,accuracy,0.9709677419354839, +Dekois,LogisticRegression,ADRB2,F1 score,0.0, +Dekois,LogisticRegression,ADRB2,recall,0.0, +Dekois,LogisticRegression,ADRB2,precision,0.0, +Dekois,LogisticRegression,ADRB2,MCC,0.0, +Dekois,SimilaritySearch_Mean,ADRB2,AUROC,0.8896271686969361, +Dekois,SimilaritySearch_Mean,ADRB2,BEDROC,0.807216214335352, +Dekois,SimilaritySearch_Mean,ADRB2,Enrichment factor 1%,34.44444444444444, +Dekois,SimilaritySearch_Mean,ADRB2,Enrichment factor 5%,15.069444444444445, +Dekois,SimilaritySearch_Mean,ADRB2,RIE,12.246676340394064, +Dekois,SimilaritySearch_Mean,ADRB2,AUPRC,0.7508649767216746, +Dekois,SimilaritySearch_Max,ADRB2,AUROC,0.9464747139165743, +Dekois,SimilaritySearch_Max,ADRB2,BEDROC,0.915348362218715, +Dekois,SimilaritySearch_Max,ADRB2,Enrichment factor 1%,34.44444444444444, +Dekois,SimilaritySearch_Max,ADRB2,Enrichment factor 5%,17.22222222222222, +Dekois,SimilaritySearch_Max,ADRB2,RIE,13.887202617689397, +Dekois,SimilaritySearch_Max,ADRB2,AUPRC,0.8953823953823956, +Dekois,LightGBM_Ranker,ADRB2,AUROC,0.9228497600590624, +Dekois,LightGBM_Ranker,ADRB2,BEDROC,0.848337242218804, +Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 1%,34.44444444444444, +Dekois,LightGBM_Ranker,ADRB2,Enrichment factor 5%,15.069444444444445, +Dekois,LightGBM_Ranker,ADRB2,RIE,12.870543785115158, +Dekois,LightGBM_Ranker,ADRB2,AUPRC,0.8135052609059262, +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,0.9109999999999999, +Dekois,RandomForest,AKT1,BEDROC,0.8978242178019465, +Dekois,RandomForest,AKT1,Enrichment factor 1%,31.0, +Dekois,RandomForest,AKT1,Enrichment factor 5%,17.4375, +Dekois,RandomForest,AKT1,RIE,13.232209038020152, +Dekois,RandomForest,AKT1,AUPRC,0.8399100156494523, +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,0.9093333333333333, +Dekois,LogisticRegression,AKT1,BEDROC,0.8845436378120196, +Dekois,LogisticRegression,AKT1,Enrichment factor 1%,31.0, +Dekois,LogisticRegression,AKT1,Enrichment factor 5%,17.4375, +Dekois,LogisticRegression,AKT1,RIE,13.036478730996324, +Dekois,LogisticRegression,AKT1,AUPRC,0.8281759906759906, +Dekois,LogisticRegression,AKT1,accuracy,0.9774193548387097, +Dekois,LogisticRegression,AKT1,F1 score,0.46153846153846156, +Dekois,LogisticRegression,AKT1,recall,0.3, +Dekois,LogisticRegression,AKT1,precision,1.0, +Dekois,LogisticRegression,AKT1,MCC,0.5414421567633252, +Dekois,SimilaritySearch_Mean,AKT1,AUROC,0.8986666666666666, +Dekois,SimilaritySearch_Mean,AKT1,BEDROC,0.7777771362257453, +Dekois,SimilaritySearch_Mean,AKT1,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Mean,AKT1,Enrichment factor 5%,13.5625, +Dekois,SimilaritySearch_Mean,AKT1,RIE,11.462945033583116, +Dekois,SimilaritySearch_Mean,AKT1,AUPRC,0.7219679736605806, +Dekois,SimilaritySearch_Max,AKT1,AUROC,0.9059999999999999, +Dekois,SimilaritySearch_Max,AKT1,BEDROC,0.8666506369989996, +Dekois,SimilaritySearch_Max,AKT1,Enrichment factor 1%,23.25, +Dekois,SimilaritySearch_Max,AKT1,Enrichment factor 5%,17.4375, +Dekois,SimilaritySearch_Max,AKT1,RIE,12.772770177200751, +Dekois,SimilaritySearch_Max,AKT1,AUPRC,0.7643371071395981, +Dekois,LightGBM_Ranker,AKT1,AUROC,0.894, +Dekois,LightGBM_Ranker,AKT1,BEDROC,0.8157649744149166, +Dekois,LightGBM_Ranker,AKT1,Enrichment factor 1%,31.0, +Dekois,LightGBM_Ranker,AKT1,Enrichment factor 5%,13.5625, +Dekois,LightGBM_Ranker,AKT1,RIE,12.022812993986774, +Dekois,LightGBM_Ranker,AKT1,AUPRC,0.7441310826656243, +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,1.0, +Dekois,LogisticRegression,ALR2,BEDROC,1.0000000000000004, +Dekois,LogisticRegression,ALR2,Enrichment factor 1%,77.5, +Dekois,LogisticRegression,ALR2,Enrichment factor 5%,19.375, +Dekois,LogisticRegression,ALR2,RIE,17.627732399597626, +Dekois,LogisticRegression,ALR2,AUPRC,1.0, +Dekois,LogisticRegression,ALR2,accuracy,0.9903225806451613, +Dekois,LogisticRegression,ALR2,F1 score,0.4, +Dekois,LogisticRegression,ALR2,recall,0.25, +Dekois,LogisticRegression,ALR2,precision,1.0, +Dekois,LogisticRegression,ALR2,MCC,0.497566895536651, +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,0.9942810457516339, +Dekois,SimilaritySearch_Max,ALR2,BEDROC,0.9177441779968301, +Dekois,SimilaritySearch_Max,ALR2,Enrichment factor 1%,58.125, +Dekois,SimilaritySearch_Max,ALR2,Enrichment factor 5%,19.375, +Dekois,SimilaritySearch_Max,ALR2,RIE,16.177748784885367, +Dekois,SimilaritySearch_Max,ALR2,AUPRC,0.8409090909090909, +Dekois,LightGBM_Ranker,ALR2,AUROC,0.9967320261437909, +Dekois,LightGBM_Ranker,ALR2,BEDROC,0.9433723771741868, +Dekois,LightGBM_Ranker,ALR2,Enrichment factor 1%,38.75, +Dekois,LightGBM_Ranker,ALR2,Enrichment factor 5%,19.375, +Dekois,LightGBM_Ranker,ALR2,RIE,16.629515820662082, +Dekois,LightGBM_Ranker,ALR2,AUPRC,0.8166666666666667, +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,0.9385, +Dekois,RandomForest,AR,BEDROC,0.8152602398097295, +Dekois,RandomForest,AR,Enrichment factor 1%,31.0, +Dekois,RandomForest,AR,Enrichment factor 5%,15.5, +Dekois,RandomForest,AR,RIE,12.015374172842385, +Dekois,RandomForest,AR,AUPRC,0.7531440781440781, +Dekois,RandomForest,AR,accuracy,0.967741935483871, +Dekois,RandomForest,AR,F1 score,0.0, +Dekois,RandomForest,AR,recall,0.0, +Dekois,RandomForest,AR,precision,0.0, +Dekois,RandomForest,AR,MCC,0.0, +Dekois,LogisticRegression,AR,AUROC,0.8973333333333333, +Dekois,LogisticRegression,AR,BEDROC,0.8275600019375068, +Dekois,LogisticRegression,AR,Enrichment factor 1%,31.0, +Dekois,LogisticRegression,AR,Enrichment factor 5%,15.5, +Dekois,LogisticRegression,AR,RIE,12.19664910356197, +Dekois,LogisticRegression,AR,AUPRC,0.7682499208108964, +Dekois,LogisticRegression,AR,accuracy,0.9741935483870968, +Dekois,LogisticRegression,AR,F1 score,0.3333333333333333, +Dekois,LogisticRegression,AR,recall,0.2, +Dekois,LogisticRegression,AR,precision,1.0, +Dekois,LogisticRegression,AR,MCC,0.44136741475237473, +Dekois,SimilaritySearch_Mean,AR,AUROC,0.8420000000000001, +Dekois,SimilaritySearch_Mean,AR,BEDROC,0.6885785251250774, +Dekois,SimilaritySearch_Mean,AR,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Mean,AR,Enrichment factor 5%,13.5625, +Dekois,SimilaritySearch_Mean,AR,RIE,10.148328386563556, +Dekois,SimilaritySearch_Mean,AR,AUPRC,0.5977607420036304, +Dekois,SimilaritySearch_Max,AR,AUROC,0.9323333333333333, +Dekois,SimilaritySearch_Max,AR,BEDROC,0.8327395090048098, +Dekois,SimilaritySearch_Max,AR,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Max,AR,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Max,AR,RIE,12.272985115188288, +Dekois,SimilaritySearch_Max,AR,AUPRC,0.7851566244436836, +Dekois,LightGBM_Ranker,AR,AUROC,0.8966666666666666, +Dekois,LightGBM_Ranker,AR,BEDROC,0.741288048250251, +Dekois,LightGBM_Ranker,AR,Enrichment factor 1%,31.0, +Dekois,LightGBM_Ranker,AR,Enrichment factor 5%,13.5625, +Dekois,LightGBM_Ranker,AR,RIE,10.925165780125806, +Dekois,LightGBM_Ranker,AR,AUPRC,0.6557069110715674, +Dekois,LightGBM_Ranker,AR,accuracy,0.532258064516129, +Dekois,LightGBM_Ranker,AR,F1 score,0.12121212121212122, +Dekois,LightGBM_Ranker,AR,recall,1.0, +Dekois,LightGBM_Ranker,AR,precision,0.06451612903225806, +Dekois,LightGBM_Ranker,AR,MCC,0.18257418583505536, +Dekois,RandomForest,AURKA,AUROC,0.986, +Dekois,RandomForest,AURKA,BEDROC,0.8829905246007131, +Dekois,RandomForest,AURKA,Enrichment factor 1%,31.0, +Dekois,RandomForest,AURKA,Enrichment factor 5%,17.4375, +Dekois,RandomForest,AURKA,RIE,13.013588817609833, +Dekois,RandomForest,AURKA,AUPRC,0.8104761904761905, +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,0.9906666666666667, +Dekois,LogisticRegression,AURKA,BEDROC,0.8993871802683986, +Dekois,LogisticRegression,AURKA,Enrichment factor 1%,31.0, +Dekois,LogisticRegression,AURKA,Enrichment factor 5%,15.5, +Dekois,LogisticRegression,AURKA,RIE,13.255244110558957, +Dekois,LogisticRegression,AURKA,AUPRC,0.8446170006464123, +Dekois,LogisticRegression,AURKA,accuracy,0.967741935483871, +Dekois,LogisticRegression,AURKA,F1 score,0.0, +Dekois,LogisticRegression,AURKA,recall,0.0, +Dekois,LogisticRegression,AURKA,precision,0.0, +Dekois,LogisticRegression,AURKA,MCC,0.0, +Dekois,SimilaritySearch_Mean,AURKA,AUROC,0.9430000000000001, +Dekois,SimilaritySearch_Mean,AURKA,BEDROC,0.8026787815924639, +Dekois,SimilaritySearch_Mean,AURKA,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Mean,AURKA,Enrichment factor 5%,13.5625, +Dekois,SimilaritySearch_Mean,AURKA,RIE,11.829947581417862, +Dekois,SimilaritySearch_Mean,AURKA,AUPRC,0.7532288258814975, +Dekois,SimilaritySearch_Max,AURKA,AUROC,0.9853333333333333, +Dekois,SimilaritySearch_Max,AURKA,BEDROC,0.8431046526942677, +Dekois,SimilaritySearch_Max,AURKA,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Max,AURKA,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Max,AURKA,RIE,12.42574747633686, +Dekois,SimilaritySearch_Max,AURKA,AUPRC,0.762294694552759, +Dekois,LightGBM_Ranker,AURKA,AUROC,0.984, +Dekois,LightGBM_Ranker,AURKA,BEDROC,0.836960697366331, +Dekois,LightGBM_Ranker,AURKA,Enrichment factor 1%,23.25, +Dekois,LightGBM_Ranker,AURKA,Enrichment factor 5%,15.5, +Dekois,LightGBM_Ranker,AURKA,RIE,12.335197344972878, +Dekois,LightGBM_Ranker,AURKA,AUPRC,0.707057552057552, +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,0.9905746427485558, +Dekois,RandomForest,AURKB,BEDROC,0.9346999004968498, +Dekois,RandomForest,AURKB,Enrichment factor 1%,28.181818181818183, +Dekois,RandomForest,AURKB,Enrichment factor 5%,17.613636363636363, +Dekois,RandomForest,AURKB,RIE,13.38669777738415, +Dekois,RandomForest,AURKB,AUPRC,0.9131118881118883, +Dekois,RandomForest,AURKB,accuracy,0.964516129032258, +Dekois,RandomForest,AURKB,F1 score,0.0, +Dekois,RandomForest,AURKB,recall,0.0, +Dekois,RandomForest,AURKB,precision,0.0, +Dekois,RandomForest,AURKB,MCC,0.0, +Dekois,LogisticRegression,AURKB,AUROC,0.9905746427485558, +Dekois,LogisticRegression,AURKB,BEDROC,0.9405189512699718, +Dekois,LogisticRegression,AURKB,Enrichment factor 1%,28.181818181818183, +Dekois,LogisticRegression,AURKB,Enrichment factor 5%,17.613636363636363, +Dekois,LogisticRegression,AURKB,RIE,13.470037760260311, +Dekois,LogisticRegression,AURKB,AUPRC,0.9252166901834309, +Dekois,LogisticRegression,AURKB,accuracy,0.9741935483870968, +Dekois,LogisticRegression,AURKB,F1 score,0.42857142857142855, +Dekois,LogisticRegression,AURKB,recall,0.2727272727272727, +Dekois,LogisticRegression,AURKB,precision,1.0, +Dekois,LogisticRegression,AURKB,MCC,0.5153837144421909, +Dekois,SimilaritySearch_Mean,AURKB,AUROC,0.8905442383703253, +Dekois,SimilaritySearch_Mean,AURKB,BEDROC,0.704622492600629, +Dekois,SimilaritySearch_Mean,AURKB,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Mean,AURKB,Enrichment factor 5%,12.329545454545455, +Dekois,SimilaritySearch_Mean,AURKB,RIE,10.091547420073294, +Dekois,SimilaritySearch_Mean,AURKB,AUPRC,0.628190721807743, +Dekois,SimilaritySearch_Max,AURKB,AUROC,0.9942231681362116, +Dekois,SimilaritySearch_Max,AURKB,BEDROC,0.9289320159902392, +Dekois,SimilaritySearch_Max,AURKB,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Max,AURKB,Enrichment factor 5%,17.613636363636363, +Dekois,SimilaritySearch_Max,AURKB,RIE,13.304090593712042, +Dekois,SimilaritySearch_Max,AURKB,AUPRC,0.8748723498723499, +Dekois,LightGBM_Ranker,AURKB,AUROC,0.981757373061721, +Dekois,LightGBM_Ranker,AURKB,BEDROC,0.815034560216067, +Dekois,LightGBM_Ranker,AURKB,Enrichment factor 1%,21.136363636363637, +Dekois,LightGBM_Ranker,AURKB,Enrichment factor 5%,14.090909090909092, +Dekois,LightGBM_Ranker,AURKB,RIE,11.672860280736902, +Dekois,LightGBM_Ranker,AURKB,AUPRC,0.7159885522114625, +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,0.5118032786885247, +Dekois,RandomForest,BCL2,BEDROC,0.43904706395439014, +Dekois,RandomForest,BCL2,Enrichment factor 1%,31.0, +Dekois,RandomForest,BCL2,Enrichment factor 5%,7.75, +Dekois,RandomForest,BCL2,RIE,7.505419052695066, +Dekois,RandomForest,BCL2,AUPRC,0.4089726213065872, +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,0.8400000000000001, +Dekois,LogisticRegression,BCL2,BEDROC,0.46865447288494844, +Dekois,LogisticRegression,BCL2,Enrichment factor 1%,31.0, +Dekois,LogisticRegression,BCL2,Enrichment factor 5%,7.75, +Dekois,LogisticRegression,BCL2,RIE,8.011551601781138, +Dekois,LogisticRegression,BCL2,AUPRC,0.4356545776205219, +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,0.4688524590163935, +Dekois,SimilaritySearch_Mean,BCL2,BEDROC,0.439044334111989, +Dekois,SimilaritySearch_Mean,BCL2,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Mean,BCL2,Enrichment factor 5%,7.75, +Dekois,SimilaritySearch_Mean,BCL2,RIE,7.505372386602253, +Dekois,SimilaritySearch_Mean,BCL2,AUPRC,0.4087062878615785, +Dekois,SimilaritySearch_Max,BCL2,AUROC,0.46852459016393444, +Dekois,SimilaritySearch_Max,BCL2,BEDROC,0.4390443414765047, +Dekois,SimilaritySearch_Max,BCL2,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Max,BCL2,Enrichment factor 5%,7.75, +Dekois,SimilaritySearch_Max,BCL2,RIE,7.5053725124971296, +Dekois,SimilaritySearch_Max,BCL2,AUPRC,0.4086714004769891, +Dekois,LightGBM_Ranker,BCL2,AUROC,0.6963934426229508, +Dekois,LightGBM_Ranker,BCL2,BEDROC,0.43913127277148495, +Dekois,LightGBM_Ranker,BCL2,Enrichment factor 1%,31.0, +Dekois,LightGBM_Ranker,BCL2,Enrichment factor 5%,7.75, +Dekois,LightGBM_Ranker,BCL2,RIE,7.50685858505508, +Dekois,LightGBM_Ranker,BCL2,AUPRC,0.4150861283409689, +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,0.9895081967213115, +Dekois,RandomForest,CATL,BEDROC,0.8914525398821319, +Dekois,RandomForest,CATL,Enrichment factor 1%,62.0, +Dekois,RandomForest,CATL,Enrichment factor 5%,15.5, +Dekois,RandomForest,CATL,RIE,15.239197354229391, +Dekois,RandomForest,CATL,AUPRC,0.8454545454545455, +Dekois,RandomForest,CATL,accuracy,0.9903225806451613, +Dekois,RandomForest,CATL,F1 score,0.5714285714285714, +Dekois,RandomForest,CATL,recall,0.4, +Dekois,RandomForest,CATL,precision,1.0, +Dekois,RandomForest,CATL,MCC,0.6293678543617366, +Dekois,LogisticRegression,CATL,AUROC,1.0, +Dekois,LogisticRegression,CATL,BEDROC,1.0000000000000004, +Dekois,LogisticRegression,CATL,Enrichment factor 1%,62.0, +Dekois,LogisticRegression,CATL,Enrichment factor 5%,19.375, +Dekois,LogisticRegression,CATL,RIE,17.094793796833716, +Dekois,LogisticRegression,CATL,AUPRC,1.0, +Dekois,LogisticRegression,CATL,accuracy,0.9935483870967742, +Dekois,LogisticRegression,CATL,F1 score,0.75, +Dekois,LogisticRegression,CATL,recall,0.6, +Dekois,LogisticRegression,CATL,precision,1.0, +Dekois,LogisticRegression,CATL,MCC,0.7720694303051548, +Dekois,SimilaritySearch_Mean,CATL,AUROC,0.9881967213114754, +Dekois,SimilaritySearch_Mean,CATL,BEDROC,0.8646929172892968, +Dekois,SimilaritySearch_Mean,CATL,Enrichment factor 1%,46.5, +Dekois,SimilaritySearch_Mean,CATL,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Mean,CATL,RIE,14.781747125225596, +Dekois,SimilaritySearch_Mean,CATL,AUPRC,0.7809523809523808, +Dekois,SimilaritySearch_Max,CATL,AUROC,0.9947540983606556, +Dekois,SimilaritySearch_Max,CATL,BEDROC,0.9294205841100683, +Dekois,SimilaritySearch_Max,CATL,Enrichment factor 1%,62.0, +Dekois,SimilaritySearch_Max,CATL,Enrichment factor 5%,19.375, +Dekois,SimilaritySearch_Max,CATL,RIE,15.88825323932794, +Dekois,SimilaritySearch_Max,CATL,AUPRC,0.8769230769230769, +Dekois,LightGBM_Ranker,CATL,AUROC,0.8878688524590164, +Dekois,LightGBM_Ranker,CATL,BEDROC,0.7650102338148242, +Dekois,LightGBM_Ranker,CATL,Enrichment factor 1%,46.5, +Dekois,LightGBM_Ranker,CATL,Enrichment factor 5%,15.5, +Dekois,LightGBM_Ranker,CATL,RIE,13.077692210963857, +Dekois,LightGBM_Ranker,CATL,AUPRC,0.6858823529411764, +Dekois,LightGBM_Ranker,CATL,accuracy,0.5096774193548387, +Dekois,LightGBM_Ranker,CATL,F1 score,0.05, +Dekois,LightGBM_Ranker,CATL,recall,0.8, +Dekois,LightGBM_Ranker,CATL,precision,0.025806451612903226, +Dekois,LightGBM_Ranker,CATL,MCC,0.07682212795973759, +Dekois,RandomForest,CDK2,AUROC,0.8987931034482759, +Dekois,RandomForest,CDK2,BEDROC,0.6024093608235669, +Dekois,RandomForest,CDK2,Enrichment factor 1%,11.625, +Dekois,RandomForest,CDK2,Enrichment factor 5%,7.75, +Dekois,RandomForest,CDK2,RIE,6.767875839273626, +Dekois,RandomForest,CDK2,AUPRC,0.4419336073661279, +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,0.8522413793103448, +Dekois,LogisticRegression,CDK2,BEDROC,0.5288004214851689, +Dekois,LogisticRegression,CDK2,Enrichment factor 1%,11.625, +Dekois,LogisticRegression,CDK2,Enrichment factor 5%,7.75, +Dekois,LogisticRegression,CDK2,RIE,5.9409030392034445, +Dekois,LogisticRegression,CDK2,AUPRC,0.4142104059578989, +Dekois,LogisticRegression,CDK2,accuracy,0.9387096774193548, +Dekois,LogisticRegression,CDK2,F1 score,0.09523809523809523, +Dekois,LogisticRegression,CDK2,recall,0.05, +Dekois,LogisticRegression,CDK2,precision,1.0, +Dekois,LogisticRegression,CDK2,MCC,0.21662309743663546, +Dekois,SimilaritySearch_Mean,CDK2,AUROC,0.8608620689655171, +Dekois,SimilaritySearch_Mean,CDK2,BEDROC,0.3536429935165083, +Dekois,SimilaritySearch_Mean,CDK2,Enrichment factor 1%,7.75, +Dekois,SimilaritySearch_Mean,CDK2,Enrichment factor 5%,3.875, +Dekois,SimilaritySearch_Mean,CDK2,RIE,3.973065573234504, +Dekois,SimilaritySearch_Mean,CDK2,AUPRC,0.3087943287909525, +Dekois,SimilaritySearch_Max,CDK2,AUROC,0.7606896551724138, +Dekois,SimilaritySearch_Max,CDK2,BEDROC,0.40573526791472586, +Dekois,SimilaritySearch_Max,CDK2,Enrichment factor 1%,7.75, +Dekois,SimilaritySearch_Max,CDK2,Enrichment factor 5%,5.8125, +Dekois,SimilaritySearch_Max,CDK2,RIE,4.5583055509914745, +Dekois,SimilaritySearch_Max,CDK2,AUPRC,0.29010753669259626, +Dekois,LightGBM_Ranker,CDK2,AUROC,0.8477586206896551, +Dekois,LightGBM_Ranker,CDK2,BEDROC,0.42585736266209223, +Dekois,LightGBM_Ranker,CDK2,Enrichment factor 1%,7.75, +Dekois,LightGBM_Ranker,CDK2,Enrichment factor 5%,5.8125, +Dekois,LightGBM_Ranker,CDK2,RIE,4.784370824938801, +Dekois,LightGBM_Ranker,CDK2,AUPRC,0.3388527717676886, +Dekois,LightGBM_Ranker,CDK2,accuracy,0.5516129032258065, +Dekois,LightGBM_Ranker,CDK2,F1 score,0.2057142857142857, +Dekois,LightGBM_Ranker,CDK2,recall,0.9, +Dekois,LightGBM_Ranker,CDK2,precision,0.11612903225806452, +Dekois,LightGBM_Ranker,CDK2,MCC,0.21009029257555611, +Dekois,RandomForest,COX1,AUROC,0.9223993288590604, +Dekois,RandomForest,COX1,BEDROC,0.8503752643739286, +Dekois,RandomForest,COX1,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,COX1,Enrichment factor 5%,16.145833333333332, +Dekois,RandomForest,COX1,RIE,11.839109101396359, +Dekois,RandomForest,COX1,AUPRC,0.7647607673273072, +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,0.9320469798657718, +Dekois,LogisticRegression,COX1,BEDROC,0.8004181765347889, +Dekois,LogisticRegression,COX1,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,COX1,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,COX1,RIE,11.143595679281603, +Dekois,LogisticRegression,COX1,AUPRC,0.7411235754985755, +Dekois,LogisticRegression,COX1,accuracy,0.9709677419354839, +Dekois,LogisticRegression,COX1,F1 score,0.4, +Dekois,LogisticRegression,COX1,recall,0.25, +Dekois,LogisticRegression,COX1,precision,1.0, +Dekois,LogisticRegression,COX1,MCC,0.49261649360530646, +Dekois,SimilaritySearch_Mean,COX1,AUROC,0.8425615212527964, +Dekois,SimilaritySearch_Mean,COX1,BEDROC,0.7147818971450988, +Dekois,SimilaritySearch_Mean,COX1,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Mean,COX1,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Mean,COX1,RIE,9.951348806780071, +Dekois,SimilaritySearch_Mean,COX1,AUPRC,0.6308604414949595, +Dekois,SimilaritySearch_Max,COX1,AUROC,0.9569351230425055, +Dekois,SimilaritySearch_Max,COX1,BEDROC,0.9391878083140616, +Dekois,SimilaritySearch_Max,COX1,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,COX1,Enrichment factor 5%,17.760416666666668, +Dekois,SimilaritySearch_Max,COX1,RIE,13.075576618506593, +Dekois,SimilaritySearch_Max,COX1,AUPRC,0.915674603174603, +Dekois,LightGBM_Ranker,COX1,AUROC,0.8115212527964206, +Dekois,LightGBM_Ranker,COX1,BEDROC,0.603510192439694, +Dekois,LightGBM_Ranker,COX1,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,COX1,Enrichment factor 5%,8.072916666666666, +Dekois,LightGBM_Ranker,COX1,RIE,8.402199977821203, +Dekois,LightGBM_Ranker,COX1,AUPRC,0.5057332920322393, +Dekois,LightGBM_Ranker,COX1,accuracy,0.5258064516129032, +Dekois,LightGBM_Ranker,COX1,F1 score,0.11976047904191617, +Dekois,LightGBM_Ranker,COX1,recall,0.8333333333333334, +Dekois,LightGBM_Ranker,COX1,precision,0.06451612903225806, +Dekois,LightGBM_Ranker,COX1,MCC,0.13378001241813023, +Dekois,RandomForest,COX2,AUROC,1.0, +Dekois,RandomForest,COX2,BEDROC,1.0000000000000004, +Dekois,RandomForest,COX2,Enrichment factor 1%,77.5, +Dekois,RandomForest,COX2,Enrichment factor 5%,19.375, +Dekois,RandomForest,COX2,RIE,18.1835705468144, +Dekois,RandomForest,COX2,AUPRC,1.0, +Dekois,RandomForest,COX2,accuracy,0.9967741935483871, +Dekois,RandomForest,COX2,F1 score,0.8, +Dekois,RandomForest,COX2,recall,0.6666666666666666, +Dekois,RandomForest,COX2,precision,1.0, +Dekois,RandomForest,COX2,MCC,0.8151700218372634, +Dekois,LogisticRegression,COX2,AUROC,1.0, +Dekois,LogisticRegression,COX2,BEDROC,1.0000000000000004, +Dekois,LogisticRegression,COX2,Enrichment factor 1%,77.5, +Dekois,LogisticRegression,COX2,Enrichment factor 5%,19.375, +Dekois,LogisticRegression,COX2,RIE,18.1835705468144, +Dekois,LogisticRegression,COX2,AUPRC,1.0, +Dekois,LogisticRegression,COX2,accuracy,0.9903225806451613, +Dekois,LogisticRegression,COX2,F1 score,0.0, +Dekois,LogisticRegression,COX2,recall,0.0, +Dekois,LogisticRegression,COX2,precision,0.0, +Dekois,LogisticRegression,COX2,MCC,0.0, +Dekois,SimilaritySearch_Mean,COX2,AUROC,1.0, +Dekois,SimilaritySearch_Mean,COX2,BEDROC,1.0000000000000004, +Dekois,SimilaritySearch_Mean,COX2,Enrichment factor 1%,77.5, +Dekois,SimilaritySearch_Mean,COX2,Enrichment factor 5%,19.375, +Dekois,SimilaritySearch_Mean,COX2,RIE,18.1835705468144, +Dekois,SimilaritySearch_Mean,COX2,AUPRC,1.0, +Dekois,SimilaritySearch_Max,COX2,AUROC,1.0, +Dekois,SimilaritySearch_Max,COX2,BEDROC,1.0000000000000004, +Dekois,SimilaritySearch_Max,COX2,Enrichment factor 1%,77.5, +Dekois,SimilaritySearch_Max,COX2,Enrichment factor 5%,19.375, +Dekois,SimilaritySearch_Max,COX2,RIE,18.1835705468144, +Dekois,SimilaritySearch_Max,COX2,AUPRC,1.0, +Dekois,LightGBM_Ranker,COX2,AUROC,0.99457111834962, +Dekois,LightGBM_Ranker,COX2,BEDROC,0.9139542204621078, +Dekois,LightGBM_Ranker,COX2,Enrichment factor 1%,51.666666666666664, +Dekois,LightGBM_Ranker,COX2,Enrichment factor 5%,19.375, +Dekois,LightGBM_Ranker,COX2,RIE,16.61895104824509, +Dekois,LightGBM_Ranker,COX2,AUPRC,0.7916666666666666, +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,0.9358766233766234, +Dekois,RandomForest,CYP2A6,BEDROC,0.40801916895889667, +Dekois,RandomForest,CYP2A6,Enrichment factor 1%,0.0, +Dekois,RandomForest,CYP2A6,Enrichment factor 5%,9.6875, +Dekois,RandomForest,CYP2A6,RIE,7.65583921411486, +Dekois,RandomForest,CYP2A6,AUPRC,0.0992063492063492, +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,0.5600649350649352, +Dekois,LogisticRegression,CYP2A6,BEDROC,0.42530119275215533, +Dekois,LogisticRegression,CYP2A6,Enrichment factor 1%,38.75, +Dekois,LogisticRegression,CYP2A6,Enrichment factor 5%,9.6875, +Dekois,LogisticRegression,CYP2A6,RIE,7.980109260134688, +Dekois,LogisticRegression,CYP2A6,AUPRC,0.1287037037037037, +Dekois,LogisticRegression,CYP2A6,accuracy,0.9903225806451613, +Dekois,LogisticRegression,CYP2A6,F1 score,0.0, +Dekois,LogisticRegression,CYP2A6,recall,0.0, +Dekois,LogisticRegression,CYP2A6,precision,0.0, +Dekois,LogisticRegression,CYP2A6,MCC,-0.004584166676875988, +Dekois,SimilaritySearch_Mean,CYP2A6,AUROC,0.7012987012987013, +Dekois,SimilaritySearch_Mean,CYP2A6,BEDROC,0.2538378382493804, +Dekois,SimilaritySearch_Mean,CYP2A6,Enrichment factor 1%,0.0, +Dekois,SimilaritySearch_Mean,CYP2A6,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Mean,CYP2A6,RIE,4.762868587371745, +Dekois,SimilaritySearch_Mean,CYP2A6,AUPRC,0.04738095238095238, +Dekois,SimilaritySearch_Max,CYP2A6,AUROC,0.7207792207792209, +Dekois,SimilaritySearch_Max,CYP2A6,BEDROC,0.5161317854276438, +Dekois,SimilaritySearch_Max,CYP2A6,Enrichment factor 1%,38.75, +Dekois,SimilaritySearch_Max,CYP2A6,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Max,CYP2A6,RIE,9.684402739835717, +Dekois,SimilaritySearch_Max,CYP2A6,AUPRC,0.2557142857142857, +Dekois,LightGBM_Ranker,CYP2A6,AUROC,0.8717532467532468, +Dekois,LightGBM_Ranker,CYP2A6,BEDROC,0.40255976042012565, +Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 1%,0.0, +Dekois,LightGBM_Ranker,CYP2A6,Enrichment factor 5%,9.6875, +Dekois,LightGBM_Ranker,CYP2A6,RIE,7.5534019834243855, +Dekois,LightGBM_Ranker,CYP2A6,AUPRC,0.112987012987013, +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,0.6681432262827612, +Dekois,RandomForest,DHFR,BEDROC,0.5092750083601072, +Dekois,RandomForest,DHFR,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,DHFR,Enrichment factor 5%,8.61111111111111, +Dekois,RandomForest,DHFR,RIE,7.726462999041825, +Dekois,RandomForest,DHFR,AUPRC,0.4439567811069374, +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,0.8626799557032115, +Dekois,LogisticRegression,DHFR,BEDROC,0.5623293021374278, +Dekois,LogisticRegression,DHFR,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,DHFR,Enrichment factor 5%,8.61111111111111, +Dekois,LogisticRegression,DHFR,RIE,8.531375920580418, +Dekois,LogisticRegression,DHFR,AUPRC,0.4903509444213405, +Dekois,LogisticRegression,DHFR,accuracy,0.9806451612903225, +Dekois,LogisticRegression,DHFR,F1 score,0.5, +Dekois,LogisticRegression,DHFR,recall,0.3333333333333333, +Dekois,LogisticRegression,DHFR,precision,1.0, +Dekois,LogisticRegression,DHFR,MCC,0.5716805710822062, +Dekois,SimilaritySearch_Mean,DHFR,AUROC,0.6762643041712808, +Dekois,SimilaritySearch_Mean,DHFR,BEDROC,0.5097753821357686, +Dekois,SimilaritySearch_Mean,DHFR,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Mean,DHFR,Enrichment factor 5%,8.61111111111111, +Dekois,SimilaritySearch_Mean,DHFR,RIE,7.734054416982836, +Dekois,SimilaritySearch_Mean,DHFR,AUPRC,0.44538330060464143, +Dekois,SimilaritySearch_Max,DHFR,AUROC,0.7255444813584347, +Dekois,SimilaritySearch_Max,DHFR,BEDROC,0.4833729043701651, +Dekois,SimilaritySearch_Max,DHFR,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,DHFR,Enrichment factor 5%,8.61111111111111, +Dekois,SimilaritySearch_Max,DHFR,RIE,7.333489373117261, +Dekois,SimilaritySearch_Max,DHFR,AUPRC,0.3898976820521951, +Dekois,LightGBM_Ranker,DHFR,AUROC,0.775562938353636, +Dekois,LightGBM_Ranker,DHFR,BEDROC,0.47693856604089857, +Dekois,LightGBM_Ranker,DHFR,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,DHFR,Enrichment factor 5%,8.61111111111111, +Dekois,LightGBM_Ranker,DHFR,RIE,7.235870845114319, +Dekois,LightGBM_Ranker,DHFR,AUPRC,0.40817425492549253, +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,0.9045773348098929, +Dekois,RandomForest,EGFR,BEDROC,0.7134584499123837, +Dekois,RandomForest,EGFR,Enrichment factor 1%,34.44444444444444, +Dekois,RandomForest,EGFR,Enrichment factor 5%,12.916666666666666, +Dekois,RandomForest,EGFR,RIE,10.824230941434129, +Dekois,RandomForest,EGFR,AUPRC,0.6187683715461494, +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,0.8977482465854558, +Dekois,LogisticRegression,EGFR,BEDROC,0.7031126881961168, +Dekois,LogisticRegression,EGFR,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,EGFR,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,EGFR,RIE,10.667270275375046, +Dekois,LogisticRegression,EGFR,AUPRC,0.6251651666835204, +Dekois,LogisticRegression,EGFR,accuracy,0.9741935483870968, +Dekois,LogisticRegression,EGFR,F1 score,0.2, +Dekois,LogisticRegression,EGFR,recall,0.1111111111111111, +Dekois,LogisticRegression,EGFR,precision,1.0, +Dekois,LogisticRegression,EGFR,MCC,0.32899004246370933, +Dekois,SimilaritySearch_Mean,EGFR,AUROC,0.8209671465485419, +Dekois,SimilaritySearch_Mean,EGFR,BEDROC,0.584714547237298, +Dekois,SimilaritySearch_Mean,EGFR,Enrichment factor 1%,34.44444444444444, +Dekois,SimilaritySearch_Mean,EGFR,Enrichment factor 5%,8.61111111111111, +Dekois,SimilaritySearch_Mean,EGFR,RIE,8.870993541508891, +Dekois,SimilaritySearch_Mean,EGFR,AUPRC,0.5168556565021303, +Dekois,SimilaritySearch_Max,EGFR,AUROC,0.8394241417497231, +Dekois,SimilaritySearch_Max,EGFR,BEDROC,0.6918549385363436, +Dekois,SimilaritySearch_Max,EGFR,Enrichment factor 1%,34.44444444444444, +Dekois,SimilaritySearch_Max,EGFR,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Max,EGFR,RIE,10.496473389327875, +Dekois,SimilaritySearch_Max,EGFR,AUPRC,0.6272453738278981, +Dekois,LightGBM_Ranker,EGFR,AUROC,0.8829826504245109, +Dekois,LightGBM_Ranker,EGFR,BEDROC,0.6058222536185793, +Dekois,LightGBM_Ranker,EGFR,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,EGFR,Enrichment factor 5%,10.76388888888889, +Dekois,LightGBM_Ranker,EGFR,RIE,9.191228990908062, +Dekois,LightGBM_Ranker,EGFR,AUPRC,0.5320418590743795, +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,0.9165487977369166, +Dekois,RandomForest,EPHB4,BEDROC,0.7688367173251079, +Dekois,RandomForest,EPHB4,Enrichment factor 1%,44.285714285714285, +Dekois,RandomForest,EPHB4,Enrichment factor 5%,13.839285714285714, +Dekois,RandomForest,EPHB4,RIE,12.373200170487515, +Dekois,RandomForest,EPHB4,AUPRC,0.7366946778711485, +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,0.9636963696369638, +Dekois,LogisticRegression,EPHB4,BEDROC,0.7959502917969156, +Dekois,LogisticRegression,EPHB4,Enrichment factor 1%,44.285714285714285, +Dekois,LogisticRegression,EPHB4,Enrichment factor 5%,13.839285714285714, +Dekois,LogisticRegression,EPHB4,RIE,12.809549885979111, +Dekois,LogisticRegression,EPHB4,AUPRC,0.7628777472527473, +Dekois,LogisticRegression,EPHB4,accuracy,0.9935483870967742, +Dekois,LogisticRegression,EPHB4,F1 score,0.8333333333333334, +Dekois,LogisticRegression,EPHB4,recall,0.7142857142857143, +Dekois,LogisticRegression,EPHB4,precision,1.0, +Dekois,LogisticRegression,EPHB4,MCC,0.8423786995979301, +Dekois,SimilaritySearch_Mean,EPHB4,AUROC,0.9090051862329089, +Dekois,SimilaritySearch_Mean,EPHB4,BEDROC,0.7705046077608, +Dekois,SimilaritySearch_Mean,EPHB4,Enrichment factor 1%,44.285714285714285, +Dekois,SimilaritySearch_Mean,EPHB4,Enrichment factor 5%,16.607142857142858, +Dekois,SimilaritySearch_Mean,EPHB4,RIE,12.400042205566368, +Dekois,SimilaritySearch_Mean,EPHB4,AUPRC,0.6854395604395604, +Dekois,SimilaritySearch_Max,EPHB4,AUROC,0.9467232437529467, +Dekois,SimilaritySearch_Max,EPHB4,BEDROC,0.7979718647641828, +Dekois,SimilaritySearch_Max,EPHB4,Enrichment factor 1%,44.285714285714285, +Dekois,SimilaritySearch_Max,EPHB4,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Max,EPHB4,RIE,12.842083877025914, +Dekois,SimilaritySearch_Max,EPHB4,AUPRC,0.7598039215686274, +Dekois,LightGBM_Ranker,EPHB4,AUROC,0.9184347006129183, +Dekois,LightGBM_Ranker,EPHB4,BEDROC,0.6548094116168145, +Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 1%,44.285714285714285, +Dekois,LightGBM_Ranker,EPHB4,Enrichment factor 5%,11.071428571428571, +Dekois,LightGBM_Ranker,EPHB4,RIE,10.538112640592749, +Dekois,LightGBM_Ranker,EPHB4,AUPRC,0.6194684295736643, +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,0.9708333333333332, +Dekois,RandomForest,FGFR1,BEDROC,0.8476928587098768, +Dekois,RandomForest,FGFR1,Enrichment factor 1%,31.0, +Dekois,RandomForest,FGFR1,Enrichment factor 5%,15.5, +Dekois,RandomForest,FGFR1,RIE,12.49336884323536, +Dekois,RandomForest,FGFR1,AUPRC,0.7771026722925457, +Dekois,RandomForest,FGFR1,accuracy,0.967741935483871, +Dekois,RandomForest,FGFR1,F1 score,0.0, +Dekois,RandomForest,FGFR1,recall,0.0, +Dekois,RandomForest,FGFR1,precision,0.0, +Dekois,RandomForest,FGFR1,MCC,0.0, +Dekois,LogisticRegression,FGFR1,AUROC,0.9633333333333333, +Dekois,LogisticRegression,FGFR1,BEDROC,0.855903145904333, +Dekois,LogisticRegression,FGFR1,Enrichment factor 1%,31.0, +Dekois,LogisticRegression,FGFR1,Enrichment factor 5%,15.5, +Dekois,LogisticRegression,FGFR1,RIE,12.61437274777444, +Dekois,LogisticRegression,FGFR1,AUPRC,0.8316134101623887, +Dekois,LogisticRegression,FGFR1,accuracy,0.967741935483871, +Dekois,LogisticRegression,FGFR1,F1 score,0.0, +Dekois,LogisticRegression,FGFR1,recall,0.0, +Dekois,LogisticRegression,FGFR1,precision,0.0, +Dekois,LogisticRegression,FGFR1,MCC,0.0, +Dekois,SimilaritySearch_Mean,FGFR1,AUROC,0.9056666666666667, +Dekois,SimilaritySearch_Mean,FGFR1,BEDROC,0.5277641479594969, +Dekois,SimilaritySearch_Mean,FGFR1,Enrichment factor 1%,15.5, +Dekois,SimilaritySearch_Mean,FGFR1,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Mean,FGFR1,RIE,7.778232544338365, +Dekois,SimilaritySearch_Mean,FGFR1,AUPRC,0.4007914796692318, +Dekois,SimilaritySearch_Max,FGFR1,AUROC,0.9753333333333333, +Dekois,SimilaritySearch_Max,FGFR1,BEDROC,0.8625249842551359, +Dekois,SimilaritySearch_Max,FGFR1,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Max,FGFR1,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Max,FGFR1,RIE,12.711965959399826, +Dekois,SimilaritySearch_Max,FGFR1,AUPRC,0.8164583333333333, +Dekois,LightGBM_Ranker,FGFR1,AUROC,0.935, +Dekois,LightGBM_Ranker,FGFR1,BEDROC,0.8698316247177855, +Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 1%,31.0, +Dekois,LightGBM_Ranker,FGFR1,Enrichment factor 5%,17.4375, +Dekois,LightGBM_Ranker,FGFR1,RIE,12.81965184225674, +Dekois,LightGBM_Ranker,FGFR1,AUPRC,0.7904965195171381, +Dekois,LightGBM_Ranker,FGFR1,accuracy,0.5258064516129032, +Dekois,LightGBM_Ranker,FGFR1,F1 score,0.10909090909090909, +Dekois,LightGBM_Ranker,FGFR1,recall,0.9, +Dekois,LightGBM_Ranker,FGFR1,precision,0.05806451612903226, +Dekois,LightGBM_Ranker,FGFR1,MCC,0.1460593486680443, +Dekois,RandomForest,FXA,AUROC,0.9406889406889407, +Dekois,RandomForest,FXA,BEDROC,0.8399425395815161, +Dekois,RandomForest,FXA,Enrichment factor 1%,23.846153846153847, +Dekois,RandomForest,FXA,Enrichment factor 5%,14.903846153846153, +Dekois,RandomForest,FXA,RIE,11.371332224638591, +Dekois,RandomForest,FXA,AUPRC,0.7991872162924794, +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,0.9595959595959596, +Dekois,LogisticRegression,FXA,BEDROC,0.8481331336856621, +Dekois,LogisticRegression,FXA,Enrichment factor 1%,23.846153846153847, +Dekois,LogisticRegression,FXA,Enrichment factor 5%,14.903846153846153, +Dekois,LogisticRegression,FXA,RIE,11.48221834095922, +Dekois,LogisticRegression,FXA,AUPRC,0.812200802200802, +Dekois,LogisticRegression,FXA,accuracy,0.964516129032258, +Dekois,LogisticRegression,FXA,F1 score,0.26666666666666666, +Dekois,LogisticRegression,FXA,recall,0.15384615384615385, +Dekois,LogisticRegression,FXA,precision,1.0, +Dekois,LogisticRegression,FXA,MCC,0.38516444325982163, +Dekois,SimilaritySearch_Mean,FXA,AUROC,0.905982905982906, +Dekois,SimilaritySearch_Mean,FXA,BEDROC,0.7360287627752412, +Dekois,SimilaritySearch_Mean,FXA,Enrichment factor 1%,23.846153846153847, +Dekois,SimilaritySearch_Mean,FXA,Enrichment factor 5%,11.923076923076923, +Dekois,SimilaritySearch_Mean,FXA,RIE,9.964524000992919, +Dekois,SimilaritySearch_Mean,FXA,AUPRC,0.6712005128726117, +Dekois,SimilaritySearch_Max,FXA,AUROC,0.921004921004921, +Dekois,SimilaritySearch_Max,FXA,BEDROC,0.8464216214846016, +Dekois,SimilaritySearch_Max,FXA,Enrichment factor 1%,23.846153846153847, +Dekois,SimilaritySearch_Max,FXA,Enrichment factor 5%,16.39423076923077, +Dekois,SimilaritySearch_Max,FXA,RIE,11.459047501506328, +Dekois,SimilaritySearch_Max,FXA,AUPRC,0.7734853058893306, +Dekois,LightGBM_Ranker,FXA,AUROC,0.947940947940948, +Dekois,LightGBM_Ranker,FXA,BEDROC,0.7991150823727948, +Dekois,LightGBM_Ranker,FXA,Enrichment factor 1%,23.846153846153847, +Dekois,LightGBM_Ranker,FXA,Enrichment factor 5%,13.413461538461538, +Dekois,LightGBM_Ranker,FXA,RIE,10.818600870654135, +Dekois,LightGBM_Ranker,FXA,AUPRC,0.7540471217451414, +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,0.9377652050919377, +Dekois,RandomForest,GBA,BEDROC,0.8549765351316875, +Dekois,RandomForest,GBA,Enrichment factor 1%,44.285714285714285, +Dekois,RandomForest,GBA,Enrichment factor 5%,16.607142857142858, +Dekois,RandomForest,GBA,RIE,13.759483083184312, +Dekois,RandomForest,GBA,AUPRC,0.8070921985815602, +Dekois,RandomForest,GBA,accuracy,0.9838709677419355, +Dekois,RandomForest,GBA,F1 score,0.4444444444444444, +Dekois,RandomForest,GBA,recall,0.2857142857142857, +Dekois,RandomForest,GBA,precision,1.0, +Dekois,RandomForest,GBA,MCC,0.5301660747259792, +Dekois,LogisticRegression,GBA,AUROC,0.9486091466289486, +Dekois,LogisticRegression,GBA,BEDROC,0.793372623514533, +Dekois,LogisticRegression,GBA,Enrichment factor 1%,44.285714285714285, +Dekois,LogisticRegression,GBA,Enrichment factor 5%,13.839285714285714, +Dekois,LogisticRegression,GBA,RIE,12.768066428207106, +Dekois,LogisticRegression,GBA,AUPRC,0.7576694139194139, +Dekois,LogisticRegression,GBA,accuracy,0.9870967741935484, +Dekois,LogisticRegression,GBA,F1 score,0.6, +Dekois,LogisticRegression,GBA,recall,0.42857142857142855, +Dekois,LogisticRegression,GBA,precision,1.0, +Dekois,LogisticRegression,GBA,MCC,0.6503748426997711, +Dekois,SimilaritySearch_Mean,GBA,AUROC,0.7623762376237624, +Dekois,SimilaritySearch_Mean,GBA,BEDROC,0.4328784027074152, +Dekois,SimilaritySearch_Mean,GBA,Enrichment factor 1%,22.142857142857142, +Dekois,SimilaritySearch_Mean,GBA,Enrichment factor 5%,8.303571428571429, +Dekois,SimilaritySearch_Mean,GBA,RIE,6.966487191610646, +Dekois,SimilaritySearch_Mean,GBA,AUPRC,0.35524078577284435, +Dekois,SimilaritySearch_Max,GBA,AUROC,0.9104196133899104, +Dekois,SimilaritySearch_Max,GBA,BEDROC,0.760424804465075, +Dekois,SimilaritySearch_Max,GBA,Enrichment factor 1%,44.285714285714285, +Dekois,SimilaritySearch_Max,GBA,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Max,GBA,RIE,12.23782385605018, +Dekois,SimilaritySearch_Max,GBA,AUPRC,0.7337197049525817, +Dekois,LightGBM_Ranker,GBA,AUROC,0.8618576143328618, +Dekois,LightGBM_Ranker,GBA,BEDROC,0.7052191274137489, +Dekois,LightGBM_Ranker,GBA,Enrichment factor 1%,44.285714285714285, +Dekois,LightGBM_Ranker,GBA,Enrichment factor 5%,13.839285714285714, +Dekois,LightGBM_Ranker,GBA,RIE,11.349376576628776, +Dekois,LightGBM_Ranker,GBA,AUPRC,0.6388789155706449, +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,0.9903225806451613, +Dekois,LogisticRegression,GR,F1 score,0.6666666666666666, +Dekois,LogisticRegression,GR,recall,0.5, +Dekois,LogisticRegression,GR,precision,1.0, +Dekois,LogisticRegression,GR,MCC,0.7036433802109262, +Dekois,SimilaritySearch_Mean,GR,AUROC,0.96875, +Dekois,SimilaritySearch_Mean,GR,BEDROC,0.8021867016799129, +Dekois,SimilaritySearch_Mean,GR,Enrichment factor 1%,38.75, +Dekois,SimilaritySearch_Mean,GR,Enrichment factor 5%,16.145833333333332, +Dekois,SimilaritySearch_Mean,GR,RIE,13.303214593340135, +Dekois,SimilaritySearch_Mean,GR,AUPRC,0.7056878306878307, +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,0.9199561403508772, +Dekois,LightGBM_Ranker,GR,BEDROC,0.6202525172224648, +Dekois,LightGBM_Ranker,GR,Enrichment factor 1%,38.75, +Dekois,LightGBM_Ranker,GR,Enrichment factor 5%,9.6875, +Dekois,LightGBM_Ranker,GR,RIE,10.286074713715076, +Dekois,LightGBM_Ranker,GR,AUPRC,0.5637618420227115, +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,0.8137366818873669, +Dekois,RandomForest,GSK3B,BEDROC,0.558439240301334, +Dekois,RandomForest,GSK3B,Enrichment factor 1%,17.22222222222222, +Dekois,RandomForest,GSK3B,Enrichment factor 5%,7.534722222222222, +Dekois,RandomForest,GSK3B,RIE,6.606478896512219, +Dekois,RandomForest,GSK3B,AUPRC,0.45318822885814936, +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,0.864345509893455, +Dekois,LogisticRegression,GSK3B,BEDROC,0.6108598115190208, +Dekois,LogisticRegression,GSK3B,Enrichment factor 1%,17.22222222222222, +Dekois,LogisticRegression,GSK3B,Enrichment factor 5%,8.61111111111111, +Dekois,LogisticRegression,GSK3B,RIE,7.226627640399173, +Dekois,LogisticRegression,GSK3B,AUPRC,0.5146803080683116, +Dekois,LogisticRegression,GSK3B,accuracy,0.9419354838709677, +Dekois,LogisticRegression,GSK3B,F1 score,0.0, +Dekois,LogisticRegression,GSK3B,recall,0.0, +Dekois,LogisticRegression,GSK3B,precision,0.0, +Dekois,LogisticRegression,GSK3B,MCC,0.0, +Dekois,SimilaritySearch_Mean,GSK3B,AUROC,0.8143074581430745, +Dekois,SimilaritySearch_Mean,GSK3B,BEDROC,0.3241979905459533, +Dekois,SimilaritySearch_Mean,GSK3B,Enrichment factor 1%,4.305555555555555, +Dekois,SimilaritySearch_Mean,GSK3B,Enrichment factor 5%,5.381944444444445, +Dekois,SimilaritySearch_Mean,GSK3B,RIE,3.83534509487793, +Dekois,SimilaritySearch_Mean,GSK3B,AUPRC,0.24566966192115092, +Dekois,SimilaritySearch_Max,GSK3B,AUROC,0.8505517503805176, +Dekois,SimilaritySearch_Max,GSK3B,BEDROC,0.5346376247861754, +Dekois,SimilaritySearch_Max,GSK3B,Enrichment factor 1%,12.916666666666666, +Dekois,SimilaritySearch_Max,GSK3B,Enrichment factor 5%,6.458333333333333, +Dekois,SimilaritySearch_Max,GSK3B,RIE,6.32489970686719, +Dekois,SimilaritySearch_Max,GSK3B,AUPRC,0.4130132919106052, +Dekois,LightGBM_Ranker,GSK3B,AUROC,0.7851978691019786, +Dekois,LightGBM_Ranker,GSK3B,BEDROC,0.5940215256181391, +Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 1%,17.22222222222222, +Dekois,LightGBM_Ranker,GSK3B,Enrichment factor 5%,8.61111111111111, +Dekois,LightGBM_Ranker,GSK3B,RIE,7.027426418282045, +Dekois,LightGBM_Ranker,GSK3B,AUPRC,0.4954938064296442, +Dekois,LightGBM_Ranker,GSK3B,accuracy,0.532258064516129, +Dekois,LightGBM_Ranker,GSK3B,F1 score,0.16184971098265896, +Dekois,LightGBM_Ranker,GSK3B,recall,0.7777777777777778, +Dekois,LightGBM_Ranker,GSK3B,precision,0.09032258064516129, +Dekois,LightGBM_Ranker,GSK3B,MCC,0.13793431476706133, +Dekois,RandomForest,HDAC2,AUROC,0.9181989627534181, +Dekois,RandomForest,HDAC2,BEDROC,0.8549369469551615, +Dekois,RandomForest,HDAC2,Enrichment factor 1%,44.285714285714285, +Dekois,RandomForest,HDAC2,Enrichment factor 5%,16.607142857142858, +Dekois,RandomForest,HDAC2,RIE,13.758845974654713, +Dekois,RandomForest,HDAC2,AUPRC,0.8052631578947367, +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,0.8585572842998586, +Dekois,LogisticRegression,HDAC2,BEDROC,0.803086986426685, +Dekois,LogisticRegression,HDAC2,Enrichment factor 1%,44.285714285714285, +Dekois,LogisticRegression,HDAC2,Enrichment factor 5%,13.839285714285714, +Dekois,LogisticRegression,HDAC2,RIE,12.924403597889665, +Dekois,LogisticRegression,HDAC2,AUPRC,0.7566831793635918, +Dekois,LogisticRegression,HDAC2,accuracy,0.9838709677419355, +Dekois,LogisticRegression,HDAC2,F1 score,0.4444444444444444, +Dekois,LogisticRegression,HDAC2,recall,0.2857142857142857, +Dekois,LogisticRegression,HDAC2,precision,1.0, +Dekois,LogisticRegression,HDAC2,MCC,0.5301660747259792, +Dekois,SimilaritySearch_Mean,HDAC2,AUROC,0.8396982555398397, +Dekois,SimilaritySearch_Mean,HDAC2,BEDROC,0.744528953714295, +Dekois,SimilaritySearch_Mean,HDAC2,Enrichment factor 1%,33.214285714285715, +Dekois,SimilaritySearch_Mean,HDAC2,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Mean,HDAC2,RIE,11.982005503519352, +Dekois,SimilaritySearch_Mean,HDAC2,AUPRC,0.667646452520402, +Dekois,SimilaritySearch_Max,HDAC2,AUROC,0.8361621876473362, +Dekois,SimilaritySearch_Max,HDAC2,BEDROC,0.7628072677350326, +Dekois,SimilaritySearch_Max,HDAC2,Enrichment factor 1%,44.285714285714285, +Dekois,SimilaritySearch_Max,HDAC2,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Max,HDAC2,RIE,12.276165800639454, +Dekois,SimilaritySearch_Max,HDAC2,AUPRC,0.7321248176001797, +Dekois,LightGBM_Ranker,HDAC2,AUROC,0.8378123526638378, +Dekois,LightGBM_Ranker,HDAC2,BEDROC,0.6290915267585382, +Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 1%,44.285714285714285, +Dekois,LightGBM_Ranker,HDAC2,Enrichment factor 5%,11.071428571428571, +Dekois,LightGBM_Ranker,HDAC2,RIE,10.124224322303213, +Dekois,LightGBM_Ranker,HDAC2,AUPRC,0.5967128187450611, +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,0.9259653390088173, +Dekois,RandomForest,HIV1PR,BEDROC,0.8281190710347729, +Dekois,RandomForest,HIV1PR,Enrichment factor 1%,28.181818181818183, +Dekois,RandomForest,HIV1PR,Enrichment factor 5%,15.852272727272727, +Dekois,RandomForest,HIV1PR,RIE,11.860255605178944, +Dekois,RandomForest,HIV1PR,AUPRC,0.758594346829641, +Dekois,RandomForest,HIV1PR,accuracy,0.9741935483870968, +Dekois,RandomForest,HIV1PR,F1 score,0.42857142857142855, +Dekois,RandomForest,HIV1PR,recall,0.2727272727272727, +Dekois,RandomForest,HIV1PR,precision,1.0, +Dekois,RandomForest,HIV1PR,MCC,0.5153837144421909, +Dekois,LogisticRegression,HIV1PR,AUROC,0.9802371541501976, +Dekois,LogisticRegression,HIV1PR,BEDROC,0.9158634833143712, +Dekois,LogisticRegression,HIV1PR,Enrichment factor 1%,28.181818181818183, +Dekois,LogisticRegression,HIV1PR,Enrichment factor 5%,17.613636363636363, +Dekois,LogisticRegression,HIV1PR,RIE,13.116924106962333, +Dekois,LogisticRegression,HIV1PR,AUPRC,0.885667469534307, +Dekois,LogisticRegression,HIV1PR,accuracy,0.9806451612903225, +Dekois,LogisticRegression,HIV1PR,F1 score,0.625, +Dekois,LogisticRegression,HIV1PR,recall,0.45454545454545453, +Dekois,LogisticRegression,HIV1PR,precision,1.0, +Dekois,LogisticRegression,HIV1PR,MCC,0.6675354498085609, +Dekois,SimilaritySearch_Mean,HIV1PR,AUROC,0.8999695956217695, +Dekois,SimilaritySearch_Mean,HIV1PR,BEDROC,0.8270259762317245, +Dekois,SimilaritySearch_Mean,HIV1PR,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Mean,HIV1PR,Enrichment factor 5%,14.090909090909092, +Dekois,SimilaritySearch_Mean,HIV1PR,RIE,11.844600388250978, +Dekois,SimilaritySearch_Mean,HIV1PR,AUPRC,0.7726528442317917, +Dekois,SimilaritySearch_Max,HIV1PR,AUROC,0.9714198844633628, +Dekois,SimilaritySearch_Max,HIV1PR,BEDROC,0.8570727004263942, +Dekois,SimilaritySearch_Max,HIV1PR,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Max,HIV1PR,Enrichment factor 5%,15.852272727272727, +Dekois,SimilaritySearch_Max,HIV1PR,RIE,12.274927185094697, +Dekois,SimilaritySearch_Max,HIV1PR,AUPRC,0.817503310461057, +Dekois,LightGBM_Ranker,HIV1PR,AUROC,0.9139556096077834, +Dekois,LightGBM_Ranker,HIV1PR,BEDROC,0.7899143512315219, +Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 1%,28.181818181818183, +Dekois,LightGBM_Ranker,HIV1PR,Enrichment factor 5%,14.090909090909092, +Dekois,LightGBM_Ranker,HIV1PR,RIE,11.313090643343891, +Dekois,LightGBM_Ranker,HIV1PR,AUPRC,0.7309826595104574, +Dekois,LightGBM_Ranker,HIV1PR,accuracy,0.5290322580645161, +Dekois,LightGBM_Ranker,HIV1PR,F1 score,0.12048192771084337, +Dekois,LightGBM_Ranker,HIV1PR,recall,0.9090909090909091, +Dekois,LightGBM_Ranker,HIV1PR,precision,0.06451612903225806, +Dekois,LightGBM_Ranker,HIV1PR,MCC,0.1569316614538851, +Dekois,RandomForest,HIV1RT,AUROC,0.9052013422818791, +Dekois,RandomForest,HIV1RT,BEDROC,0.8460040172280407, +Dekois,RandomForest,HIV1RT,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,HIV1RT,Enrichment factor 5%,14.53125, +Dekois,RandomForest,HIV1RT,RIE,11.778251649674285, +Dekois,RandomForest,HIV1RT,AUPRC,0.7945350241545895, +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,0.8909395973154363, +Dekois,LogisticRegression,HIV1RT,BEDROC,0.7225082997534752, +Dekois,LogisticRegression,HIV1RT,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,HIV1RT,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,HIV1RT,RIE,10.058917461223897, +Dekois,LogisticRegression,HIV1RT,AUPRC,0.6436246396436436, +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,0.8635346756152125, +Dekois,SimilaritySearch_Mean,HIV1RT,BEDROC,0.4424376888128883, +Dekois,SimilaritySearch_Mean,HIV1RT,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Mean,HIV1RT,Enrichment factor 5%,6.458333333333333, +Dekois,SimilaritySearch_Mean,HIV1RT,RIE,6.159713614989209, +Dekois,SimilaritySearch_Mean,HIV1RT,AUPRC,0.3780510359879223, +Dekois,SimilaritySearch_Max,HIV1RT,AUROC,0.9326062639821029, +Dekois,SimilaritySearch_Max,HIV1RT,BEDROC,0.8589941209377203, +Dekois,SimilaritySearch_Max,HIV1RT,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,HIV1RT,Enrichment factor 5%,14.53125, +Dekois,SimilaritySearch_Max,HIV1RT,RIE,11.959102693550914, +Dekois,SimilaritySearch_Max,HIV1RT,AUPRC,0.8152716142636831, +Dekois,LightGBM_Ranker,HIV1RT,AUROC,0.9524608501118568, +Dekois,LightGBM_Ranker,HIV1RT,BEDROC,0.6619797408308097, +Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 1%,19.375, +Dekois,LightGBM_Ranker,HIV1RT,Enrichment factor 5%,11.302083333333334, +Dekois,LightGBM_Ranker,HIV1RT,RIE,9.216225723716432, +Dekois,LightGBM_Ranker,HIV1RT,AUPRC,0.569788173060747, +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,0.9455445544554455, +Dekois,RandomForest,HSP90,BEDROC,0.7232532372401486, +Dekois,RandomForest,HSP90,Enrichment factor 1%,44.285714285714285, +Dekois,RandomForest,HSP90,Enrichment factor 5%,13.839285714285714, +Dekois,RandomForest,HSP90,RIE,11.639606796922157, +Dekois,RandomForest,HSP90,AUPRC,0.6488047392870191, +Dekois,RandomForest,HSP90,accuracy,0.9806451612903225, +Dekois,RandomForest,HSP90,F1 score,0.25, +Dekois,RandomForest,HSP90,recall,0.14285714285714285, +Dekois,RandomForest,HSP90,precision,1.0, +Dekois,RandomForest,HSP90,MCC,0.3742769265572227, +Dekois,LogisticRegression,HSP90,AUROC,0.9816124469589816, +Dekois,LogisticRegression,HSP90,BEDROC,0.8136858833534333, +Dekois,LogisticRegression,HSP90,Enrichment factor 1%,44.285714285714285, +Dekois,LogisticRegression,HSP90,Enrichment factor 5%,16.607142857142858, +Dekois,LogisticRegression,HSP90,RIE,13.094975931069866, +Dekois,LogisticRegression,HSP90,AUPRC,0.7288381261595547, +Dekois,LogisticRegression,HSP90,accuracy,0.9903225806451613, +Dekois,LogisticRegression,HSP90,F1 score,0.7272727272727273, +Dekois,LogisticRegression,HSP90,recall,0.5714285714285714, +Dekois,LogisticRegression,HSP90,precision,1.0, +Dekois,LogisticRegression,HSP90,MCC,0.7522142849828185, +Dekois,SimilaritySearch_Mean,HSP90,AUROC,0.7788778877887789, +Dekois,SimilaritySearch_Mean,HSP90,BEDROC,0.5104150525472325, +Dekois,SimilaritySearch_Mean,HSP90,Enrichment factor 1%,33.214285714285715, +Dekois,SimilaritySearch_Mean,HSP90,Enrichment factor 5%,8.303571428571429, +Dekois,SimilaritySearch_Mean,HSP90,RIE,8.214315844116612, +Dekois,SimilaritySearch_Mean,HSP90,AUPRC,0.46606697008175085, +Dekois,SimilaritySearch_Max,HSP90,AUROC,0.884016973125884, +Dekois,SimilaritySearch_Max,HSP90,BEDROC,0.7327319385016818, +Dekois,SimilaritySearch_Max,HSP90,Enrichment factor 1%,33.214285714285715, +Dekois,SimilaritySearch_Max,HSP90,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Max,HSP90,RIE,11.792151368387659, +Dekois,SimilaritySearch_Max,HSP90,AUPRC,0.6417384545733725, +Dekois,LightGBM_Ranker,HSP90,AUROC,0.9721829325789721, +Dekois,LightGBM_Ranker,HSP90,BEDROC,0.7578692064348374, +Dekois,LightGBM_Ranker,HSP90,Enrichment factor 1%,33.214285714285715, +Dekois,LightGBM_Ranker,HSP90,Enrichment factor 5%,13.839285714285714, +Dekois,LightGBM_Ranker,HSP90,RIE,12.19669558376854, +Dekois,LightGBM_Ranker,HSP90,AUPRC,0.6511733880154933, +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,0.8973852234721799, +Dekois,RandomForest,IGF1R,BEDROC,0.8173381272001266, +Dekois,RandomForest,IGF1R,Enrichment factor 1%,28.181818181818183, +Dekois,RandomForest,IGF1R,Enrichment factor 5%,14.090909090909092, +Dekois,RandomForest,IGF1R,RIE,11.705851784074932, +Dekois,RandomForest,IGF1R,AUPRC,0.7491517008843742, +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,0.9276375798114929, +Dekois,LogisticRegression,IGF1R,BEDROC,0.8922954592371165, +Dekois,LogisticRegression,IGF1R,Enrichment factor 1%,28.181818181818183, +Dekois,LogisticRegression,IGF1R,Enrichment factor 5%,15.852272727272727, +Dekois,LogisticRegression,IGF1R,RIE,12.779384738497672, +Dekois,LogisticRegression,IGF1R,AUPRC,0.8475208446893989, +Dekois,LogisticRegression,IGF1R,accuracy,0.964516129032258, +Dekois,LogisticRegression,IGF1R,F1 score,0.0, +Dekois,LogisticRegression,IGF1R,recall,0.0, +Dekois,LogisticRegression,IGF1R,precision,0.0, +Dekois,LogisticRegression,IGF1R,MCC,0.0, +Dekois,SimilaritySearch_Mean,IGF1R,AUROC,0.9297658862876255, +Dekois,SimilaritySearch_Mean,IGF1R,BEDROC,0.8262979197089623, +Dekois,SimilaritySearch_Mean,IGF1R,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Mean,IGF1R,Enrichment factor 5%,14.090909090909092, +Dekois,SimilaritySearch_Mean,IGF1R,RIE,11.834173220572678, +Dekois,SimilaritySearch_Mean,IGF1R,AUPRC,0.7425673213135962, +Dekois,SimilaritySearch_Max,IGF1R,AUROC,0.9622985709942231, +Dekois,SimilaritySearch_Max,IGF1R,BEDROC,0.8065039317123164, +Dekois,SimilaritySearch_Max,IGF1R,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Max,IGF1R,Enrichment factor 5%,14.090909090909092, +Dekois,SimilaritySearch_Max,IGF1R,RIE,11.550685297024902, +Dekois,SimilaritySearch_Max,IGF1R,AUPRC,0.754542101546581, +Dekois,LightGBM_Ranker,IGF1R,AUROC,0.8713894800851323, +Dekois,LightGBM_Ranker,IGF1R,BEDROC,0.7745588594958622, +Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 1%,28.181818181818183, +Dekois,LightGBM_Ranker,IGF1R,Enrichment factor 5%,14.090909090909092, +Dekois,LightGBM_Ranker,IGF1R,RIE,11.093170510628097, +Dekois,LightGBM_Ranker,IGF1R,AUPRC,0.7173519198942927, +Dekois,LightGBM_Ranker,IGF1R,accuracy,0.5290322580645161, +Dekois,LightGBM_Ranker,IGF1R,F1 score,0.12048192771084337, +Dekois,LightGBM_Ranker,IGF1R,recall,0.9090909090909091, +Dekois,LightGBM_Ranker,IGF1R,precision,0.06451612903225806, +Dekois,LightGBM_Ranker,IGF1R,MCC,0.1569316614538851, +Dekois,RandomForest,ITK,AUROC,0.726614238410596, +Dekois,RandomForest,ITK,BEDROC,0.5721318086616234, +Dekois,RandomForest,ITK,Enrichment factor 1%,38.75, +Dekois,RandomForest,ITK,Enrichment factor 5%,9.6875, +Dekois,RandomForest,ITK,RIE,8.938402620253164, +Dekois,RandomForest,ITK,AUPRC,0.5229294430904974, +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,0.7690397350993378, +Dekois,LogisticRegression,ITK,BEDROC,0.5650904702739484, +Dekois,LogisticRegression,ITK,Enrichment factor 1%,38.75, +Dekois,LogisticRegression,ITK,Enrichment factor 5%,9.6875, +Dekois,LogisticRegression,ITK,RIE,8.828395946682956, +Dekois,LogisticRegression,ITK,AUPRC,0.5235791700420696, +Dekois,LogisticRegression,ITK,accuracy,0.9838709677419355, +Dekois,LogisticRegression,ITK,F1 score,0.5454545454545454, +Dekois,LogisticRegression,ITK,recall,0.375, +Dekois,LogisticRegression,ITK,precision,1.0, +Dekois,LogisticRegression,ITK,MCC,0.6073652180881965, +Dekois,SimilaritySearch_Mean,ITK,AUROC,0.8820364238410596, +Dekois,SimilaritySearch_Mean,ITK,BEDROC,0.5992762538187144, +Dekois,SimilaritySearch_Mean,ITK,Enrichment factor 1%,38.75, +Dekois,SimilaritySearch_Mean,ITK,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Mean,ITK,RIE,9.362479685327514, +Dekois,SimilaritySearch_Mean,ITK,AUPRC,0.5552343757045695, +Dekois,SimilaritySearch_Max,ITK,AUROC,0.8992135761589404, +Dekois,SimilaritySearch_Max,ITK,BEDROC,0.6894980187851202, +Dekois,SimilaritySearch_Max,ITK,Enrichment factor 1%,38.75, +Dekois,SimilaritySearch_Max,ITK,Enrichment factor 5%,12.109375, +Dekois,SimilaritySearch_Max,ITK,RIE,10.772012319771, +Dekois,SimilaritySearch_Max,ITK,AUPRC,0.6104543528324016, +Dekois,LightGBM_Ranker,ITK,AUROC,0.6448675496688742, +Dekois,LightGBM_Ranker,ITK,BEDROC,0.44429237066081834, +Dekois,LightGBM_Ranker,ITK,Enrichment factor 1%,29.0625, +Dekois,LightGBM_Ranker,ITK,Enrichment factor 5%,7.265625, +Dekois,LightGBM_Ranker,ITK,RIE,6.941169913731134, +Dekois,LightGBM_Ranker,ITK,AUPRC,0.3755842414886289, +Dekois,LightGBM_Ranker,ITK,accuracy,0.5064516129032258, +Dekois,LightGBM_Ranker,ITK,F1 score,0.06134969325153374, +Dekois,LightGBM_Ranker,ITK,recall,0.625, +Dekois,LightGBM_Ranker,ITK,precision,0.03225806451612903, +Dekois,LightGBM_Ranker,ITK,MCC,0.04068942293855797, +Dekois,RandomForest,JAK3,AUROC,0.839, +Dekois,RandomForest,JAK3,BEDROC,0.7366501791059759, +Dekois,RandomForest,JAK3,Enrichment factor 1%,31.0, +Dekois,RandomForest,JAK3,Enrichment factor 5%,13.5625, +Dekois,RandomForest,JAK3,RIE,10.856812473851996, +Dekois,RandomForest,JAK3,AUPRC,0.6549060876447909, +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,0.9116666666666666, +Dekois,LogisticRegression,JAK3,BEDROC,0.7476741146276364, +Dekois,LogisticRegression,JAK3,Enrichment factor 1%,31.0, +Dekois,LogisticRegression,JAK3,Enrichment factor 5%,13.5625, +Dekois,LogisticRegression,JAK3,RIE,11.019284164538856, +Dekois,LogisticRegression,JAK3,AUPRC,0.6951194550532299, +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,0.9083333333333333, +Dekois,SimilaritySearch_Mean,JAK3,BEDROC,0.6826368247164388, +Dekois,SimilaritySearch_Mean,JAK3,Enrichment factor 1%,23.25, +Dekois,SimilaritySearch_Mean,JAK3,Enrichment factor 5%,13.5625, +Dekois,SimilaritySearch_Mean,JAK3,RIE,10.060759105243873, +Dekois,SimilaritySearch_Mean,JAK3,AUPRC,0.571829365079365, +Dekois,SimilaritySearch_Max,JAK3,AUROC,0.894, +Dekois,SimilaritySearch_Max,JAK3,BEDROC,0.7682339808206697, +Dekois,SimilaritySearch_Max,JAK3,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Max,JAK3,Enrichment factor 5%,13.5625, +Dekois,SimilaritySearch_Max,JAK3,RIE,11.322297205037351, +Dekois,SimilaritySearch_Max,JAK3,AUPRC,0.6968937169700528, +Dekois,LightGBM_Ranker,JAK3,AUROC,0.8533333333333333, +Dekois,LightGBM_Ranker,JAK3,BEDROC,0.6807657930068584, +Dekois,LightGBM_Ranker,JAK3,Enrichment factor 1%,23.25, +Dekois,LightGBM_Ranker,JAK3,Enrichment factor 5%,13.5625, +Dekois,LightGBM_Ranker,JAK3,RIE,10.033183682239361, +Dekois,LightGBM_Ranker,JAK3,AUPRC,0.5744706556159366, +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,0.925434362934363, +Dekois,RandomForest,JNK1,BEDROC,0.7277324259667869, +Dekois,RandomForest,JNK1,Enrichment factor 1%,16.607142857142858, +Dekois,RandomForest,JNK1,Enrichment factor 5%,11.071428571428571, +Dekois,RandomForest,JNK1,RIE,9.583680936624955, +Dekois,RandomForest,JNK1,AUPRC,0.6086159356119214, +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,0.9056467181467182, +Dekois,LogisticRegression,JNK1,BEDROC,0.6962156450474565, +Dekois,LogisticRegression,JNK1,Enrichment factor 1%,22.142857142857142, +Dekois,LogisticRegression,JNK1,Enrichment factor 5%,11.071428571428571, +Dekois,LogisticRegression,JNK1,RIE,9.168628975778011, +Dekois,LogisticRegression,JNK1,AUPRC,0.6252883088702815, +Dekois,LogisticRegression,JNK1,accuracy,0.9548387096774194, +Dekois,LogisticRegression,JNK1,F1 score,0.0, +Dekois,LogisticRegression,JNK1,recall,0.0, +Dekois,LogisticRegression,JNK1,precision,0.0, +Dekois,LogisticRegression,JNK1,MCC,0.0, +Dekois,SimilaritySearch_Mean,JNK1,AUROC,0.810569498069498, +Dekois,SimilaritySearch_Mean,JNK1,BEDROC,0.4375505794040292, +Dekois,SimilaritySearch_Mean,JNK1,Enrichment factor 1%,16.607142857142858, +Dekois,SimilaritySearch_Mean,JNK1,Enrichment factor 5%,6.919642857142857, +Dekois,SimilaritySearch_Mean,JNK1,RIE,5.762207394440045, +Dekois,SimilaritySearch_Mean,JNK1,AUPRC,0.3382733606414312, +Dekois,SimilaritySearch_Max,JNK1,AUROC,0.8741554054054055, +Dekois,SimilaritySearch_Max,JNK1,BEDROC,0.6826819797744573, +Dekois,SimilaritySearch_Max,JNK1,Enrichment factor 1%,16.607142857142858, +Dekois,SimilaritySearch_Max,JNK1,Enrichment factor 5%,11.071428571428571, +Dekois,SimilaritySearch_Max,JNK1,RIE,8.990400928840666, +Dekois,SimilaritySearch_Max,JNK1,AUPRC,0.5488919635008537, +Dekois,LightGBM_Ranker,JNK1,AUROC,0.8841698841698842, +Dekois,LightGBM_Ranker,JNK1,BEDROC,0.6811593172098479, +Dekois,LightGBM_Ranker,JNK1,Enrichment factor 1%,22.142857142857142, +Dekois,LightGBM_Ranker,JNK1,Enrichment factor 5%,11.071428571428571, +Dekois,LightGBM_Ranker,JNK1,RIE,8.970348624489946, +Dekois,LightGBM_Ranker,JNK1,AUPRC,0.571763479519282, +Dekois,LightGBM_Ranker,JNK1,accuracy,0.5387096774193548, +Dekois,LightGBM_Ranker,JNK1,F1 score,0.15384615384615385, +Dekois,LightGBM_Ranker,JNK1,recall,0.9285714285714286, +Dekois,LightGBM_Ranker,JNK1,precision,0.08387096774193549, +Dekois,LightGBM_Ranker,JNK1,MCC,0.18641092980036, +Dekois,RandomForest,JNK2,AUROC,0.9245108896271687, +Dekois,RandomForest,JNK2,BEDROC,0.6904961904905671, +Dekois,RandomForest,JNK2,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,JNK2,Enrichment factor 5%,12.916666666666666, +Dekois,RandomForest,JNK2,RIE,10.475859150944999, +Dekois,RandomForest,JNK2,AUPRC,0.5172792022792023, +Dekois,RandomForest,JNK2,accuracy,0.9709677419354839, +Dekois,RandomForest,JNK2,F1 score,0.0, +Dekois,RandomForest,JNK2,recall,0.0, +Dekois,RandomForest,JNK2,precision,0.0, +Dekois,RandomForest,JNK2,MCC,0.0, +Dekois,LogisticRegression,JNK2,AUROC,0.902547065337763, +Dekois,LogisticRegression,JNK2,BEDROC,0.6570449346503522, +Dekois,LogisticRegression,JNK2,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,JNK2,Enrichment factor 5%,10.76388888888889, +Dekois,LogisticRegression,JNK2,RIE,9.968353609913894, +Dekois,LogisticRegression,JNK2,AUPRC,0.5366762866762866, +Dekois,LogisticRegression,JNK2,accuracy,0.9709677419354839, +Dekois,LogisticRegression,JNK2,F1 score,0.0, +Dekois,LogisticRegression,JNK2,recall,0.0, +Dekois,LogisticRegression,JNK2,precision,0.0, +Dekois,LogisticRegression,JNK2,MCC,0.0, +Dekois,SimilaritySearch_Mean,JNK2,AUROC,0.8792912513842746, +Dekois,SimilaritySearch_Mean,JNK2,BEDROC,0.5453290166490382, +Dekois,SimilaritySearch_Mean,JNK2,Enrichment factor 1%,17.22222222222222, +Dekois,SimilaritySearch_Mean,JNK2,Enrichment factor 5%,8.61111111111111, +Dekois,SimilaritySearch_Mean,JNK2,RIE,8.273456184302649, +Dekois,SimilaritySearch_Mean,JNK2,AUPRC,0.369111494836558, +Dekois,SimilaritySearch_Max,JNK2,AUROC,0.8340716131413806, +Dekois,SimilaritySearch_Max,JNK2,BEDROC,0.5697795165614771, +Dekois,SimilaritySearch_Max,JNK2,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,JNK2,Enrichment factor 5%,10.76388888888889, +Dekois,SimilaritySearch_Max,JNK2,RIE,8.644406807077939, +Dekois,SimilaritySearch_Max,JNK2,AUPRC,0.3926154918149881, +Dekois,LightGBM_Ranker,JNK2,AUROC,0.8619416758951642, +Dekois,LightGBM_Ranker,JNK2,BEDROC,0.6907998425744728, +Dekois,LightGBM_Ranker,JNK2,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,JNK2,Enrichment factor 5%,10.76388888888889, +Dekois,LightGBM_Ranker,JNK2,RIE,10.480466006838956, +Dekois,LightGBM_Ranker,JNK2,AUPRC,0.5742987191701069, +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,0.9594519015659955, +Dekois,RandomForest,JNK3,BEDROC,0.6548822211035242, +Dekois,RandomForest,JNK3,Enrichment factor 1%,12.916666666666666, +Dekois,RandomForest,JNK3,Enrichment factor 5%,11.302083333333334, +Dekois,RandomForest,JNK3,RIE,9.11741251326777, +Dekois,RandomForest,JNK3,AUPRC,0.49969712765765395, +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,0.9119127516778524, +Dekois,LogisticRegression,JNK3,BEDROC,0.6987617457942017, +Dekois,LogisticRegression,JNK3,Enrichment factor 1%,19.375, +Dekois,LogisticRegression,JNK3,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,JNK3,RIE,9.728312781847306, +Dekois,LogisticRegression,JNK3,AUPRC,0.5756672016444481, +Dekois,LogisticRegression,JNK3,accuracy,0.9612903225806452, +Dekois,LogisticRegression,JNK3,F1 score,0.0, +Dekois,LogisticRegression,JNK3,recall,0.0, +Dekois,LogisticRegression,JNK3,precision,0.0, +Dekois,LogisticRegression,JNK3,MCC,0.0, +Dekois,SimilaritySearch_Mean,JNK3,AUROC,0.8984899328859061, +Dekois,SimilaritySearch_Mean,JNK3,BEDROC,0.45297146970965413, +Dekois,SimilaritySearch_Mean,JNK3,Enrichment factor 1%,12.916666666666666, +Dekois,SimilaritySearch_Mean,JNK3,Enrichment factor 5%,8.072916666666666, +Dekois,SimilaritySearch_Mean,JNK3,RIE,6.3063671994196575, +Dekois,SimilaritySearch_Mean,JNK3,AUPRC,0.3335305811243728, +Dekois,SimilaritySearch_Max,JNK3,AUROC,0.9056208053691275, +Dekois,SimilaritySearch_Max,JNK3,BEDROC,0.5662637970754347, +Dekois,SimilaritySearch_Max,JNK3,Enrichment factor 1%,12.916666666666666, +Dekois,SimilaritySearch_Max,JNK3,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Max,JNK3,RIE,7.883647575714628, +Dekois,SimilaritySearch_Max,JNK3,AUPRC,0.39266378701619664, +Dekois,LightGBM_Ranker,JNK3,AUROC,0.930089485458613, +Dekois,LightGBM_Ranker,JNK3,BEDROC,0.5466362213942688, +Dekois,LightGBM_Ranker,JNK3,Enrichment factor 1%,12.916666666666666, +Dekois,LightGBM_Ranker,JNK3,Enrichment factor 5%,9.6875, +Dekois,LightGBM_Ranker,JNK3,RIE,7.610388206117653, +Dekois,LightGBM_Ranker,JNK3,AUPRC,0.42159785816035816, +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,0.9655737704918033, +Dekois,RandomForest,KIF11,BEDROC,0.832852169302537, +Dekois,RandomForest,KIF11,Enrichment factor 1%,62.0, +Dekois,RandomForest,KIF11,Enrichment factor 5%,15.5, +Dekois,RandomForest,KIF11,RIE,14.237436105603996, +Dekois,RandomForest,KIF11,AUPRC,0.8161290322580645, +Dekois,RandomForest,KIF11,accuracy,0.9903225806451613, +Dekois,RandomForest,KIF11,F1 score,0.5714285714285714, +Dekois,RandomForest,KIF11,recall,0.4, +Dekois,RandomForest,KIF11,precision,1.0, +Dekois,RandomForest,KIF11,MCC,0.6293678543617366, +Dekois,LogisticRegression,KIF11,AUROC,0.9908196721311475, +Dekois,LogisticRegression,KIF11,BEDROC,0.8889465874364226, +Dekois,LogisticRegression,KIF11,Enrichment factor 1%,46.5, +Dekois,LogisticRegression,KIF11,Enrichment factor 5%,15.5, +Dekois,LogisticRegression,KIF11,RIE,15.19635861402723, +Dekois,LogisticRegression,KIF11,AUPRC,0.8155555555555556, +Dekois,LogisticRegression,KIF11,accuracy,0.9838709677419355, +Dekois,LogisticRegression,KIF11,F1 score,0.0, +Dekois,LogisticRegression,KIF11,recall,0.0, +Dekois,LogisticRegression,KIF11,precision,0.0, +Dekois,LogisticRegression,KIF11,MCC,0.0, +Dekois,SimilaritySearch_Mean,KIF11,AUROC,0.9927868852459016, +Dekois,SimilaritySearch_Mean,KIF11,BEDROC,0.8965623912714141, +Dekois,SimilaritySearch_Mean,KIF11,Enrichment factor 1%,46.5, +Dekois,SimilaritySearch_Mean,KIF11,Enrichment factor 5%,19.375, +Dekois,SimilaritySearch_Mean,KIF11,RIE,15.326549209813049, +Dekois,SimilaritySearch_Mean,KIF11,AUPRC,0.7912087912087913, +Dekois,SimilaritySearch_Max,KIF11,AUROC,1.0, +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,1.0, +Dekois,LightGBM_Ranker,KIF11,AUROC,0.8157377049180329, +Dekois,LightGBM_Ranker,KIF11,BEDROC,0.7300467369236595, +Dekois,LightGBM_Ranker,KIF11,Enrichment factor 1%,46.5, +Dekois,LightGBM_Ranker,KIF11,Enrichment factor 5%,15.5, +Dekois,LightGBM_Ranker,KIF11,RIE,12.47999844289408, +Dekois,LightGBM_Ranker,KIF11,AUPRC,0.656969696969697, +Dekois,LightGBM_Ranker,KIF11,accuracy,0.5096774193548387, +Dekois,LightGBM_Ranker,KIF11,F1 score,0.05, +Dekois,LightGBM_Ranker,KIF11,recall,0.8, +Dekois,LightGBM_Ranker,KIF11,precision,0.025806451612903226, +Dekois,LightGBM_Ranker,KIF11,MCC,0.07682212795973759, +Dekois,RandomForest,LCK,AUROC,0.9341085271317829, +Dekois,RandomForest,LCK,BEDROC,0.9097007878543794, +Dekois,RandomForest,LCK,Enrichment factor 1%,34.44444444444444, +Dekois,RandomForest,LCK,Enrichment factor 5%,17.22222222222222, +Dekois,RandomForest,LCK,RIE,13.801520474783425, +Dekois,RandomForest,LCK,AUPRC,0.8816452506928698, +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,0.9442598744924326, +Dekois,LogisticRegression,LCK,BEDROC,0.8562940748202357, +Dekois,LogisticRegression,LCK,Enrichment factor 1%,34.44444444444444, +Dekois,LogisticRegression,LCK,Enrichment factor 5%,15.069444444444445, +Dekois,LogisticRegression,LCK,RIE,12.991260826459504, +Dekois,LogisticRegression,LCK,AUPRC,0.7885416929534577, +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,0.8826135105204872, +Dekois,SimilaritySearch_Mean,LCK,BEDROC,0.6988954426778249, +Dekois,SimilaritySearch_Mean,LCK,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Mean,LCK,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Mean,LCK,RIE,10.603288358563159, +Dekois,SimilaritySearch_Mean,LCK,AUPRC,0.5991168417597125, +Dekois,SimilaritySearch_Max,LCK,AUROC,0.946843853820598, +Dekois,SimilaritySearch_Max,LCK,BEDROC,0.8070976371792059, +Dekois,SimilaritySearch_Max,LCK,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,LCK,Enrichment factor 5%,17.22222222222222, +Dekois,SimilaritySearch_Max,LCK,RIE,12.244877347732285, +Dekois,SimilaritySearch_Max,LCK,AUPRC,0.6815928710665553, +Dekois,LightGBM_Ranker,LCK,AUROC,0.9069767441860466, +Dekois,LightGBM_Ranker,LCK,BEDROC,0.7592039720854953, +Dekois,LightGBM_Ranker,LCK,Enrichment factor 1%,17.22222222222222, +Dekois,LightGBM_Ranker,LCK,Enrichment factor 5%,15.069444444444445, +Dekois,LightGBM_Ranker,LCK,RIE,11.518258875425925, +Dekois,LightGBM_Ranker,LCK,AUPRC,0.5999639249639249, +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,0.980546357615894, +Dekois,RandomForest,MK2,BEDROC,0.8820848114112526, +Dekois,RandomForest,MK2,Enrichment factor 1%,38.75, +Dekois,RandomForest,MK2,Enrichment factor 5%,16.953125, +Dekois,RandomForest,MK2,RIE,13.780791512578975, +Dekois,RandomForest,MK2,AUPRC,0.8267135642135641, +Dekois,RandomForest,MK2,accuracy,0.9774193548387097, +Dekois,RandomForest,MK2,F1 score,0.2222222222222222, +Dekois,RandomForest,MK2,recall,0.125, +Dekois,RandomForest,MK2,precision,1.0, +Dekois,RandomForest,MK2,MCC,0.349525799891287, +Dekois,LogisticRegression,MK2,AUROC,0.9474337748344371, +Dekois,LogisticRegression,MK2,BEDROC,0.7710015601591844, +Dekois,LogisticRegression,MK2,Enrichment factor 1%,29.0625, +Dekois,LogisticRegression,MK2,Enrichment factor 5%,14.53125, +Dekois,LogisticRegression,MK2,RIE,12.045340340257349, +Dekois,LogisticRegression,MK2,AUPRC,0.7000631313131314, +Dekois,LogisticRegression,MK2,accuracy,0.9741935483870968, +Dekois,LogisticRegression,MK2,F1 score,0.0, +Dekois,LogisticRegression,MK2,recall,0.0, +Dekois,LogisticRegression,MK2,precision,0.0, +Dekois,LogisticRegression,MK2,MCC,0.0, +Dekois,SimilaritySearch_Mean,MK2,AUROC,0.9478476821192053, +Dekois,SimilaritySearch_Mean,MK2,BEDROC,0.7603495149845398, +Dekois,SimilaritySearch_Mean,MK2,Enrichment factor 1%,38.75, +Dekois,SimilaritySearch_Mean,MK2,Enrichment factor 5%,12.109375, +Dekois,SimilaritySearch_Mean,MK2,RIE,11.878923674580077, +Dekois,SimilaritySearch_Mean,MK2,AUPRC,0.7066654786914767, +Dekois,SimilaritySearch_Max,MK2,AUROC,0.9375000000000001, +Dekois,SimilaritySearch_Max,MK2,BEDROC,0.8022305525117582, +Dekois,SimilaritySearch_Max,MK2,Enrichment factor 1%,38.75, +Dekois,SimilaritySearch_Max,MK2,Enrichment factor 5%,14.53125, +Dekois,SimilaritySearch_Max,MK2,RIE,12.53323019563902, +Dekois,SimilaritySearch_Max,MK2,AUPRC,0.752898739301411, +Dekois,LightGBM_Ranker,MK2,AUROC,0.9544701986754967, +Dekois,LightGBM_Ranker,MK2,BEDROC,0.7239442632777077, +Dekois,LightGBM_Ranker,MK2,Enrichment factor 1%,29.0625, +Dekois,LightGBM_Ranker,MK2,Enrichment factor 5%,12.109375, +Dekois,LightGBM_Ranker,MK2,RIE,11.310165234030656, +Dekois,LightGBM_Ranker,MK2,AUPRC,0.6269378769378768, +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,0.931894192763758, +Dekois,RandomForest,MMP2,BEDROC,0.8779913139278706, +Dekois,RandomForest,MMP2,Enrichment factor 1%,21.136363636363637, +Dekois,RandomForest,MMP2,Enrichment factor 5%,15.852272727272727, +Dekois,RandomForest,MMP2,RIE,12.574521905776397, +Dekois,RandomForest,MMP2,AUPRC,0.7934818105870738, +Dekois,RandomForest,MMP2,accuracy,0.964516129032258, +Dekois,RandomForest,MMP2,F1 score,0.0, +Dekois,RandomForest,MMP2,recall,0.0, +Dekois,RandomForest,MMP2,precision,0.0, +Dekois,RandomForest,MMP2,MCC,0.0, +Dekois,LogisticRegression,MMP2,AUROC,0.9866220735785953, +Dekois,LogisticRegression,MMP2,BEDROC,0.8471919964027558, +Dekois,LogisticRegression,MMP2,Enrichment factor 1%,21.136363636363637, +Dekois,LogisticRegression,MMP2,Enrichment factor 5%,15.852272727272727, +Dekois,LogisticRegression,MMP2,RIE,12.133416527044078, +Dekois,LogisticRegression,MMP2,AUPRC,0.7348202859232271, +Dekois,LogisticRegression,MMP2,accuracy,0.9709677419354839, +Dekois,LogisticRegression,MMP2,F1 score,0.3076923076923077, +Dekois,LogisticRegression,MMP2,recall,0.18181818181818182, +Dekois,LogisticRegression,MMP2,precision,1.0, +Dekois,LogisticRegression,MMP2,MCC,0.4201253537564107, +Dekois,SimilaritySearch_Mean,MMP2,AUROC,0.8242626938279112, +Dekois,SimilaritySearch_Mean,MMP2,BEDROC,0.5040268977799925, +Dekois,SimilaritySearch_Mean,MMP2,Enrichment factor 1%,28.181818181818183, +Dekois,SimilaritySearch_Mean,MMP2,Enrichment factor 5%,7.045454545454546, +Dekois,SimilaritySearch_Mean,MMP2,RIE,7.218633247438174, +Dekois,SimilaritySearch_Mean,MMP2,AUPRC,0.44588694053710387, +Dekois,SimilaritySearch_Max,MMP2,AUROC,0.9238370325326848, +Dekois,SimilaritySearch_Max,MMP2,BEDROC,0.6826590577898975, +Dekois,SimilaritySearch_Max,MMP2,Enrichment factor 1%,14.090909090909092, +Dekois,SimilaritySearch_Max,MMP2,Enrichment factor 5%,14.090909090909092, +Dekois,SimilaritySearch_Max,MMP2,RIE,9.776988851606632, +Dekois,SimilaritySearch_Max,MMP2,AUPRC,0.5390736075518684, +Dekois,LightGBM_Ranker,MMP2,AUROC,0.9340224992398906, +Dekois,LightGBM_Ranker,MMP2,BEDROC,0.802393914885881, +Dekois,LightGBM_Ranker,MMP2,Enrichment factor 1%,21.136363636363637, +Dekois,LightGBM_Ranker,MMP2,Enrichment factor 5%,15.852272727272727, +Dekois,LightGBM_Ranker,MMP2,RIE,11.491821962558394, +Dekois,LightGBM_Ranker,MMP2,AUPRC,0.6799104148441898, +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,0.9975490196078433, +Dekois,RandomForest,PARP-1,BEDROC,0.9601690096689397, +Dekois,RandomForest,PARP-1,Enrichment factor 1%,58.125, +Dekois,RandomForest,PARP-1,Enrichment factor 5%,19.375, +Dekois,RandomForest,PARP-1,RIE,16.925602362704012, +Dekois,RandomForest,PARP-1,AUPRC,0.8928571428571428, +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,0.9232026143790849, +Dekois,LogisticRegression,PARP-1,BEDROC,0.7430728776695582, +Dekois,LogisticRegression,PARP-1,Enrichment factor 1%,58.125, +Dekois,LogisticRegression,PARP-1,Enrichment factor 5%,14.53125, +Dekois,LogisticRegression,PARP-1,RIE,13.098689853041408, +Dekois,LogisticRegression,PARP-1,AUPRC,0.6145833333333333, +Dekois,LogisticRegression,PARP-1,accuracy,0.9870967741935484, +Dekois,LogisticRegression,PARP-1,F1 score,0.0, +Dekois,LogisticRegression,PARP-1,recall,0.0, +Dekois,LogisticRegression,PARP-1,precision,0.0, +Dekois,LogisticRegression,PARP-1,MCC,0.0, +Dekois,SimilaritySearch_Mean,PARP-1,AUROC,0.9746732026143792, +Dekois,SimilaritySearch_Mean,PARP-1,BEDROC,0.6341538874318907, +Dekois,SimilaritySearch_Mean,PARP-1,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Mean,PARP-1,Enrichment factor 5%,14.53125, +Dekois,SimilaritySearch_Mean,PARP-1,RIE,11.178695045019973, +Dekois,SimilaritySearch_Mean,PARP-1,AUPRC,0.24632352941176472, +Dekois,SimilaritySearch_Max,PARP-1,AUROC,0.9383169934640523, +Dekois,SimilaritySearch_Max,PARP-1,BEDROC,0.6073980284542326, +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,10.707049924098795, +Dekois,SimilaritySearch_Max,PARP-1,AUPRC,0.40242537313432836, +Dekois,LightGBM_Ranker,PARP-1,AUROC,0.9599673202614379, +Dekois,LightGBM_Ranker,PARP-1,BEDROC,0.5341030198708696, +Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 1%,19.375, +Dekois,LightGBM_Ranker,PARP-1,Enrichment factor 5%,9.6875, +Dekois,LightGBM_Ranker,PARP-1,RIE,9.415025130012188, +Dekois,LightGBM_Ranker,PARP-1,AUPRC,0.21316425120772947, +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,0.9845894845894846, +Dekois,RandomForest,PDE5,BEDROC,0.9285924900705023, +Dekois,RandomForest,PDE5,Enrichment factor 1%,23.846153846153847, +Dekois,RandomForest,PDE5,Enrichment factor 5%,16.39423076923077, +Dekois,RandomForest,PDE5,RIE,12.571495313756113, +Dekois,RandomForest,PDE5,AUPRC,0.8973952762018244, +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,0.9467290295055454, +Dekois,LogisticRegression,PDE5,Enrichment factor 1%,23.846153846153847, +Dekois,LogisticRegression,PDE5,Enrichment factor 5%,17.884615384615383, +Dekois,LogisticRegression,PDE5,RIE,12.8170318884998, +Dekois,LogisticRegression,PDE5,AUPRC,0.9196342119419041, +Dekois,LogisticRegression,PDE5,accuracy,0.9612903225806452, +Dekois,LogisticRegression,PDE5,F1 score,0.14285714285714285, +Dekois,LogisticRegression,PDE5,recall,0.07692307692307693, +Dekois,LogisticRegression,PDE5,precision,1.0, +Dekois,LogisticRegression,PDE5,MCC,0.2719113329100116, +Dekois,SimilaritySearch_Mean,PDE5,AUROC,0.9458689458689459, +Dekois,SimilaritySearch_Mean,PDE5,BEDROC,0.7155350801666752, +Dekois,SimilaritySearch_Mean,PDE5,Enrichment factor 1%,23.846153846153847, +Dekois,SimilaritySearch_Mean,PDE5,Enrichment factor 5%,10.432692307692308, +Dekois,SimilaritySearch_Mean,PDE5,RIE,9.687075888600049, +Dekois,SimilaritySearch_Mean,PDE5,AUPRC,0.6632171306707912, +Dekois,SimilaritySearch_Max,PDE5,AUROC,0.9948199948199948, +Dekois,SimilaritySearch_Max,PDE5,BEDROC,0.9370327908474262, +Dekois,SimilaritySearch_Max,PDE5,Enrichment factor 1%,23.846153846153847, +Dekois,SimilaritySearch_Max,PDE5,Enrichment factor 5%,16.39423076923077, +Dekois,SimilaritySearch_Max,PDE5,RIE,12.685762015515552, +Dekois,SimilaritySearch_Max,PDE5,AUPRC,0.8981046731046731, +Dekois,LightGBM_Ranker,PDE5,AUROC,0.9513079513079512, +Dekois,LightGBM_Ranker,PDE5,BEDROC,0.8044590263244008, +Dekois,LightGBM_Ranker,PDE5,Enrichment factor 1%,23.846153846153847, +Dekois,LightGBM_Ranker,PDE5,Enrichment factor 5%,13.413461538461538, +Dekois,LightGBM_Ranker,PDE5,RIE,10.890948393079736, +Dekois,LightGBM_Ranker,PDE5,AUPRC,0.7553541550136169, +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,0.9342291371994342, +Dekois,RandomForest,PDK1,BEDROC,0.8380093338227762, +Dekois,RandomForest,PDK1,Enrichment factor 1%,44.285714285714285, +Dekois,RandomForest,PDK1,Enrichment factor 5%,16.607142857142858, +Dekois,RandomForest,PDK1,RIE,13.486423052994258, +Dekois,RandomForest,PDK1,AUPRC,0.7626190476190475, +Dekois,RandomForest,PDK1,accuracy,0.9838709677419355, +Dekois,RandomForest,PDK1,F1 score,0.4444444444444444, +Dekois,RandomForest,PDK1,recall,0.2857142857142857, +Dekois,RandomForest,PDK1,precision,1.0, +Dekois,RandomForest,PDK1,MCC,0.5301660747259792, +Dekois,LogisticRegression,PDK1,AUROC,0.8736445073078736, +Dekois,LogisticRegression,PDK1,BEDROC,0.8832556566737917, +Dekois,LogisticRegression,PDK1,Enrichment factor 1%,44.285714285714285, +Dekois,LogisticRegression,PDK1,Enrichment factor 5%,16.607142857142858, +Dekois,LogisticRegression,PDK1,RIE,14.21459041888732, +Dekois,LogisticRegression,PDK1,AUPRC,0.8607792207792206, +Dekois,LogisticRegression,PDK1,accuracy,0.9838709677419355, +Dekois,LogisticRegression,PDK1,F1 score,0.4444444444444444, +Dekois,LogisticRegression,PDK1,recall,0.2857142857142857, +Dekois,LogisticRegression,PDK1,precision,1.0, +Dekois,LogisticRegression,PDK1,MCC,0.5301660747259792, +Dekois,SimilaritySearch_Mean,PDK1,AUROC,0.9486091466289486, +Dekois,SimilaritySearch_Mean,PDK1,BEDROC,0.7966667760897878, +Dekois,SimilaritySearch_Mean,PDK1,Enrichment factor 1%,44.285714285714285, +Dekois,SimilaritySearch_Mean,PDK1,Enrichment factor 5%,16.607142857142858, +Dekois,SimilaritySearch_Mean,PDK1,RIE,12.821080557365654, +Dekois,SimilaritySearch_Mean,PDK1,AUPRC,0.7137903705171389, +Dekois,SimilaritySearch_Max,PDK1,AUROC,0.9415370108439416, +Dekois,SimilaritySearch_Max,PDK1,BEDROC,0.7978426050403865, +Dekois,SimilaritySearch_Max,PDK1,Enrichment factor 1%,44.285714285714285, +Dekois,SimilaritySearch_Max,PDK1,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Max,PDK1,RIE,12.840003648033543, +Dekois,SimilaritySearch_Max,PDK1,AUPRC,0.7588495575221239, +Dekois,LightGBM_Ranker,PDK1,AUROC,0.8623290900518623, +Dekois,LightGBM_Ranker,PDK1,BEDROC,0.7826040031743123, +Dekois,LightGBM_Ranker,PDK1,Enrichment factor 1%,33.214285714285715, +Dekois,LightGBM_Ranker,PDK1,Enrichment factor 5%,13.839285714285714, +Dekois,LightGBM_Ranker,PDK1,RIE,12.594762667517857, +Dekois,LightGBM_Ranker,PDK1,AUPRC,0.6725937183383992, +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,0.9214527027027027, +Dekois,RandomForest,PI3Kg,BEDROC,0.6623486534373967, +Dekois,RandomForest,PI3Kg,Enrichment factor 1%,22.142857142857142, +Dekois,RandomForest,PI3Kg,Enrichment factor 5%,11.071428571428571, +Dekois,RandomForest,PI3Kg,RIE,8.722626533088158, +Dekois,RandomForest,PI3Kg,AUPRC,0.5761915050351659, +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,0.8926158301158301, +Dekois,LogisticRegression,PI3Kg,BEDROC,0.6793876100119931, +Dekois,LogisticRegression,PI3Kg,Enrichment factor 1%,22.142857142857142, +Dekois,LogisticRegression,PI3Kg,Enrichment factor 5%,11.071428571428571, +Dekois,LogisticRegression,PI3Kg,RIE,8.947016592313231, +Dekois,LogisticRegression,PI3Kg,AUPRC,0.6091733469758108, +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,0.854488416988417, +Dekois,SimilaritySearch_Mean,PI3Kg,BEDROC,0.5823317289886369, +Dekois,SimilaritySearch_Mean,PI3Kg,Enrichment factor 1%,22.142857142857142, +Dekois,SimilaritySearch_Mean,PI3Kg,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Mean,PI3Kg,RIE,7.668864682269512, +Dekois,SimilaritySearch_Mean,PI3Kg,AUPRC,0.5033850478336315, +Dekois,SimilaritySearch_Max,PI3Kg,AUROC,0.8204633204633205, +Dekois,SimilaritySearch_Max,PI3Kg,BEDROC,0.6115508645374276, +Dekois,SimilaritySearch_Max,PI3Kg,Enrichment factor 1%,22.142857142857142, +Dekois,SimilaritySearch_Max,PI3Kg,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Max,PI3Kg,RIE,8.053658406438847, +Dekois,SimilaritySearch_Max,PI3Kg,AUPRC,0.5251608420357217, +Dekois,LightGBM_Ranker,PI3Kg,AUROC,0.8858590733590734, +Dekois,LightGBM_Ranker,PI3Kg,BEDROC,0.5385511339446206, +Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 1%,22.142857142857142, +Dekois,LightGBM_Ranker,PI3Kg,Enrichment factor 5%,8.303571428571429, +Dekois,LightGBM_Ranker,PI3Kg,RIE,7.092307645350813, +Dekois,LightGBM_Ranker,PI3Kg,AUPRC,0.4621031171780789, +Dekois,LightGBM_Ranker,PI3Kg,accuracy,0.5451612903225806, +Dekois,LightGBM_Ranker,PI3Kg,F1 score,0.16568047337278108, +Dekois,LightGBM_Ranker,PI3Kg,recall,1.0, +Dekois,LightGBM_Ranker,PI3Kg,precision,0.09032258064516129, +Dekois,LightGBM_Ranker,PI3Kg,MCC,0.21747941810042, +Dekois,RandomForest,PIM-1,AUROC,0.9630860095976375, +Dekois,RandomForest,PIM-1,BEDROC,0.7924767713161196, +Dekois,RandomForest,PIM-1,Enrichment factor 1%,34.44444444444444, +Dekois,RandomForest,PIM-1,Enrichment factor 5%,15.069444444444445, +Dekois,RandomForest,PIM-1,RIE,12.023056963001965, +Dekois,RandomForest,PIM-1,AUPRC,0.6951169758398674, +Dekois,RandomForest,PIM-1,accuracy,0.9709677419354839, +Dekois,RandomForest,PIM-1,F1 score,0.0, +Dekois,RandomForest,PIM-1,recall,0.0, +Dekois,RandomForest,PIM-1,precision,0.0, +Dekois,RandomForest,PIM-1,MCC,0.0, +Dekois,LogisticRegression,PIM-1,AUROC,0.946843853820598, +Dekois,LogisticRegression,PIM-1,BEDROC,0.6966814649634244, +Dekois,LogisticRegression,PIM-1,Enrichment factor 1%,34.44444444444444, +Dekois,LogisticRegression,PIM-1,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,PIM-1,RIE,10.569699008042369, +Dekois,LogisticRegression,PIM-1,AUPRC,0.6105600859089231, +Dekois,LogisticRegression,PIM-1,accuracy,0.9838709677419355, +Dekois,LogisticRegression,PIM-1,F1 score,0.6153846153846154, +Dekois,LogisticRegression,PIM-1,recall,0.4444444444444444, +Dekois,LogisticRegression,PIM-1,precision,1.0, +Dekois,LogisticRegression,PIM-1,MCC,0.6611976106426393, +Dekois,SimilaritySearch_Mean,PIM-1,AUROC,0.8999630860095976, +Dekois,SimilaritySearch_Mean,PIM-1,BEDROC,0.5523023977405406, +Dekois,SimilaritySearch_Mean,PIM-1,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Mean,PIM-1,Enrichment factor 5%,8.61111111111111, +Dekois,SimilaritySearch_Mean,PIM-1,RIE,8.379252796560309, +Dekois,SimilaritySearch_Mean,PIM-1,AUPRC,0.49426606946408924, +Dekois,SimilaritySearch_Max,PIM-1,AUROC,0.9529346622369879, +Dekois,SimilaritySearch_Max,PIM-1,BEDROC,0.7171856020655437, +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,10.880777409495895, +Dekois,SimilaritySearch_Max,PIM-1,AUPRC,0.6616963283629951, +Dekois,LightGBM_Ranker,PIM-1,AUROC,0.8999630860095976, +Dekois,LightGBM_Ranker,PIM-1,BEDROC,0.6602402960029955, +Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 1%,34.44444444444444, +Dekois,LightGBM_Ranker,PIM-1,Enrichment factor 5%,12.916666666666666, +Dekois,LightGBM_Ranker,PIM-1,RIE,10.016832016817636, +Dekois,LightGBM_Ranker,PIM-1,AUPRC,0.5804093567251462, +Dekois,LightGBM_Ranker,PIM-1,accuracy,0.5290322580645161, +Dekois,LightGBM_Ranker,PIM-1,F1 score,0.10975609756097561, +Dekois,LightGBM_Ranker,PIM-1,recall,1.0, +Dekois,LightGBM_Ranker,PIM-1,precision,0.05806451612903226, +Dekois,LightGBM_Ranker,PIM-1,MCC,0.1729171253112705, +Dekois,RandomForest,PIM-2,AUROC,0.997828447339848, +Dekois,RandomForest,PIM-2,BEDROC,0.9622220894697342, +Dekois,RandomForest,PIM-2,Enrichment factor 1%,51.666666666666664, +Dekois,RandomForest,PIM-2,Enrichment factor 5%,19.375, +Dekois,RandomForest,PIM-2,RIE,17.496633247294305, +Dekois,RandomForest,PIM-2,AUPRC,0.8666666666666667, +Dekois,RandomForest,PIM-2,accuracy,0.9967741935483871, +Dekois,RandomForest,PIM-2,F1 score,0.8, +Dekois,RandomForest,PIM-2,recall,0.6666666666666666, +Dekois,RandomForest,PIM-2,precision,1.0, +Dekois,RandomForest,PIM-2,MCC,0.8151700218372634, +Dekois,LogisticRegression,PIM-2,AUROC,0.997828447339848, +Dekois,LogisticRegression,PIM-2,BEDROC,0.9622220894697342, +Dekois,LogisticRegression,PIM-2,Enrichment factor 1%,51.666666666666664, +Dekois,LogisticRegression,PIM-2,Enrichment factor 5%,19.375, +Dekois,LogisticRegression,PIM-2,RIE,17.496633247294305, +Dekois,LogisticRegression,PIM-2,AUPRC,0.8666666666666667, +Dekois,LogisticRegression,PIM-2,accuracy,0.9967741935483871, +Dekois,LogisticRegression,PIM-2,F1 score,0.8, +Dekois,LogisticRegression,PIM-2,recall,0.6666666666666666, +Dekois,LogisticRegression,PIM-2,precision,1.0, +Dekois,LogisticRegression,PIM-2,MCC,0.8151700218372634, +Dekois,SimilaritySearch_Mean,PIM-2,AUROC,0.9782844733984799, +Dekois,SimilaritySearch_Mean,PIM-2,BEDROC,0.7738032466766438, +Dekois,SimilaritySearch_Mean,PIM-2,Enrichment factor 1%,51.666666666666664, +Dekois,SimilaritySearch_Mean,PIM-2,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Mean,PIM-2,RIE,14.070505935586821, +Dekois,SimilaritySearch_Mean,PIM-2,AUPRC,0.7101449275362319, +Dekois,SimilaritySearch_Max,PIM-2,AUROC,0.996742671009772, +Dekois,SimilaritySearch_Max,PIM-2,BEDROC,0.9414246190237305, +Dekois,SimilaritySearch_Max,PIM-2,Enrichment factor 1%,51.666666666666664, +Dekois,SimilaritySearch_Max,PIM-2,Enrichment factor 5%,19.375, +Dekois,SimilaritySearch_Max,PIM-2,RIE,17.118460977190036, +Dekois,SimilaritySearch_Max,PIM-2,AUPRC,0.7555555555555555, +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,0.98989898989899, +Dekois,RandomForest,PPARA,BEDROC,0.9346344408980817, +Dekois,RandomForest,PPARA,Enrichment factor 1%,23.846153846153847, +Dekois,RandomForest,PPARA,Enrichment factor 5%,17.884615384615383, +Dekois,RandomForest,PPARA,RIE,12.653292611211173, +Dekois,RandomForest,PPARA,AUPRC,0.9064016112093034, +Dekois,RandomForest,PPARA,accuracy,0.9580645161290322, +Dekois,RandomForest,PPARA,F1 score,0.0, +Dekois,RandomForest,PPARA,recall,0.0, +Dekois,RandomForest,PPARA,precision,0.0, +Dekois,RandomForest,PPARA,MCC,0.0, +Dekois,LogisticRegression,PPARA,AUROC,0.9966329966329966, +Dekois,LogisticRegression,PPARA,BEDROC,0.9630299145994079, +Dekois,LogisticRegression,PPARA,Enrichment factor 1%,23.846153846153847, +Dekois,LogisticRegression,PPARA,Enrichment factor 5%,17.884615384615383, +Dekois,LogisticRegression,PPARA,RIE,13.037716959407204, +Dekois,LogisticRegression,PPARA,AUPRC,0.943477035784728, +Dekois,LogisticRegression,PPARA,accuracy,0.9612903225806452, +Dekois,LogisticRegression,PPARA,F1 score,0.14285714285714285, +Dekois,LogisticRegression,PPARA,recall,0.07692307692307693, +Dekois,LogisticRegression,PPARA,precision,1.0, +Dekois,LogisticRegression,PPARA,MCC,0.2719113329100116, +Dekois,SimilaritySearch_Mean,PPARA,AUROC,0.9911939911939912, +Dekois,SimilaritySearch_Mean,PPARA,BEDROC,0.9162412537573271, +Dekois,SimilaritySearch_Mean,PPARA,Enrichment factor 1%,23.846153846153847, +Dekois,SimilaritySearch_Mean,PPARA,Enrichment factor 5%,14.903846153846153, +Dekois,SimilaritySearch_Mean,PPARA,RIE,12.404281481754229, +Dekois,SimilaritySearch_Mean,PPARA,AUPRC,0.8881191272495619, +Dekois,SimilaritySearch_Max,PPARA,AUROC,0.9669774669774669, +Dekois,SimilaritySearch_Max,PPARA,BEDROC,0.8631430814170871, +Dekois,SimilaritySearch_Max,PPARA,Enrichment factor 1%,23.846153846153847, +Dekois,SimilaritySearch_Max,PPARA,Enrichment factor 5%,14.903846153846153, +Dekois,SimilaritySearch_Max,PPARA,RIE,11.6854264097452, +Dekois,SimilaritySearch_Max,PPARA,AUPRC,0.8267359101861205, +Dekois,LightGBM_Ranker,PPARA,AUROC,0.9686609686609686, +Dekois,LightGBM_Ranker,PPARA,BEDROC,0.8606240108643352, +Dekois,LightGBM_Ranker,PPARA,Enrichment factor 1%,23.846153846153847, +Dekois,LightGBM_Ranker,PPARA,Enrichment factor 5%,14.903846153846153, +Dekois,LightGBM_Ranker,PPARA,RIE,11.651322662595657, +Dekois,LightGBM_Ranker,PPARA,AUPRC,0.8095346897327094, +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,0.875, +Dekois,RandomForest,PPARG,BEDROC,0.8320318658033662, +Dekois,RandomForest,PPARG,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,PPARG,Enrichment factor 5%,14.53125, +Dekois,RandomForest,PPARG,RIE,11.58372832431609, +Dekois,RandomForest,PPARG,AUPRC,0.7752327913165326, +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,0.9544183445190157, +Dekois,LogisticRegression,PPARG,BEDROC,0.8385321427848742, +Dekois,LogisticRegression,PPARG,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,PPARG,Enrichment factor 5%,14.53125, +Dekois,LogisticRegression,PPARG,RIE,11.674226591602205, +Dekois,LogisticRegression,PPARG,AUPRC,0.7908963112910482, +Dekois,LogisticRegression,PPARG,accuracy,0.9741935483870968, +Dekois,LogisticRegression,PPARG,F1 score,0.5, +Dekois,LogisticRegression,PPARG,recall,0.3333333333333333, +Dekois,LogisticRegression,PPARG,precision,1.0, +Dekois,LogisticRegression,PPARG,MCC,0.5697532241097388, +Dekois,SimilaritySearch_Mean,PPARG,AUROC,0.8825503355704698, +Dekois,SimilaritySearch_Mean,PPARG,BEDROC,0.7313218671620719, +Dekois,SimilaritySearch_Mean,PPARG,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Mean,PPARG,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Mean,PPARG,RIE,10.181621860029738, +Dekois,SimilaritySearch_Mean,PPARG,AUPRC,0.6415490216137714, +Dekois,SimilaritySearch_Max,PPARG,AUROC,0.9092561521252797, +Dekois,SimilaritySearch_Max,PPARG,BEDROC,0.6986087742877839, +Dekois,SimilaritySearch_Max,PPARG,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Max,PPARG,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Max,PPARG,RIE,9.726183079326269, +Dekois,SimilaritySearch_Max,PPARG,AUPRC,0.5571944111837729, +Dekois,LightGBM_Ranker,PPARG,AUROC,0.848993288590604, +Dekois,LightGBM_Ranker,PPARG,BEDROC,0.7725529061654892, +Dekois,LightGBM_Ranker,PPARG,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,PPARG,Enrichment factor 5%,14.53125, +Dekois,LightGBM_Ranker,PPARG,RIE,10.755649335909675, +Dekois,LightGBM_Ranker,PPARG,AUPRC,0.6834902084932838, +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,0.941834451901566, +Dekois,RandomForest,PR,BEDROC,0.8604851306903913, +Dekois,RandomForest,PR,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,PR,Enrichment factor 5%,16.145833333333332, +Dekois,RandomForest,PR,RIE,11.979860855011923, +Dekois,RandomForest,PR,AUPRC,0.8047161455114739, +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,0.9552572706935122, +Dekois,LogisticRegression,PR,BEDROC,0.8774163999143376, +Dekois,LogisticRegression,PR,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,PR,Enrichment factor 5%,16.145833333333332, +Dekois,LogisticRegression,PR,RIE,12.21558166076848, +Dekois,LogisticRegression,PR,AUPRC,0.8401709401709402, +Dekois,LogisticRegression,PR,accuracy,0.9709677419354839, +Dekois,LogisticRegression,PR,F1 score,0.4, +Dekois,LogisticRegression,PR,recall,0.25, +Dekois,LogisticRegression,PR,precision,1.0, +Dekois,LogisticRegression,PR,MCC,0.49261649360530646, +Dekois,SimilaritySearch_Mean,PR,AUROC,0.967841163310962, +Dekois,SimilaritySearch_Mean,PR,BEDROC,0.87080416628117, +Dekois,SimilaritySearch_Mean,PR,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Mean,PR,Enrichment factor 5%,16.145833333333332, +Dekois,SimilaritySearch_Mean,PR,RIE,12.123524708673214, +Dekois,SimilaritySearch_Mean,PR,AUPRC,0.8381585811163276, +Dekois,SimilaritySearch_Max,PR,AUROC,0.9654642058165548, +Dekois,SimilaritySearch_Max,PR,BEDROC,0.8543551792490239, +Dekois,SimilaritySearch_Max,PR,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,PR,Enrichment factor 5%,14.53125, +Dekois,SimilaritySearch_Max,PR,RIE,11.894518340289869, +Dekois,SimilaritySearch_Max,PR,AUPRC,0.8192155067155068, +Dekois,LightGBM_Ranker,PR,AUROC,0.9594519015659955, +Dekois,LightGBM_Ranker,PR,BEDROC,0.8313740423767604, +Dekois,LightGBM_Ranker,PR,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,PR,Enrichment factor 5%,14.53125, +Dekois,LightGBM_Ranker,PR,RIE,11.574569963763548, +Dekois,LightGBM_Ranker,PR,AUPRC,0.7885804383788255, +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,0.9412251655629139, +Dekois,RandomForest,ROCK-1,BEDROC,0.7268524755560478, +Dekois,RandomForest,ROCK-1,Enrichment factor 1%,38.75, +Dekois,RandomForest,ROCK-1,Enrichment factor 5%,12.109375, +Dekois,RandomForest,ROCK-1,RIE,11.355600169999112, +Dekois,RandomForest,ROCK-1,AUPRC,0.6265467453301976, +Dekois,RandomForest,ROCK-1,accuracy,0.9774193548387097, +Dekois,RandomForest,ROCK-1,F1 score,0.2222222222222222, +Dekois,RandomForest,ROCK-1,recall,0.125, +Dekois,RandomForest,ROCK-1,precision,1.0, +Dekois,RandomForest,ROCK-1,MCC,0.349525799891287, +Dekois,LogisticRegression,ROCK-1,AUROC,0.9619205298013245, +Dekois,LogisticRegression,ROCK-1,BEDROC,0.7713406637235448, +Dekois,LogisticRegression,ROCK-1,Enrichment factor 1%,29.0625, +Dekois,LogisticRegression,ROCK-1,Enrichment factor 5%,14.53125, +Dekois,LogisticRegression,ROCK-1,RIE,12.050638147727643, +Dekois,LogisticRegression,ROCK-1,AUPRC,0.6812218468468468, +Dekois,LogisticRegression,ROCK-1,accuracy,0.9774193548387097, +Dekois,LogisticRegression,ROCK-1,F1 score,0.2222222222222222, +Dekois,LogisticRegression,ROCK-1,recall,0.125, +Dekois,LogisticRegression,ROCK-1,precision,1.0, +Dekois,LogisticRegression,ROCK-1,MCC,0.349525799891287, +Dekois,SimilaritySearch_Mean,ROCK-1,AUROC,0.9635761589403974, +Dekois,SimilaritySearch_Mean,ROCK-1,BEDROC,0.7041290714307912, +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,11.000592930979535, +Dekois,SimilaritySearch_Mean,ROCK-1,AUPRC,0.6308240370740371, +Dekois,SimilaritySearch_Max,ROCK-1,AUROC,0.9435016556291391, +Dekois,SimilaritySearch_Max,ROCK-1,BEDROC,0.7133554075383196, +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,11.1447357754999, +Dekois,SimilaritySearch_Max,ROCK-1,AUPRC,0.6149019607843137, +Dekois,LightGBM_Ranker,ROCK-1,AUROC,0.9242549668874172, +Dekois,LightGBM_Ranker,ROCK-1,BEDROC,0.6614777284336487, +Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 1%,29.0625, +Dekois,LightGBM_Ranker,ROCK-1,Enrichment factor 5%,12.109375, +Dekois,LightGBM_Ranker,ROCK-1,RIE,10.334251944636604, +Dekois,LightGBM_Ranker,ROCK-1,AUPRC,0.55862557351555, +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,0.6784511784511784, +Dekois,RandomForest,SARS-HCoV,BEDROC,0.639211113062594, +Dekois,RandomForest,SARS-HCoV,Enrichment factor 1%,45.3, +Dekois,RandomForest,SARS-HCoV,Enrichment factor 5%,11.325, +Dekois,RandomForest,SARS-HCoV,RIE,10.883122672669462, +Dekois,RandomForest,SARS-HCoV,AUPRC,0.6070944624387802, +Dekois,RandomForest,SARS-HCoV,accuracy,0.9867549668874173, +Dekois,RandomForest,SARS-HCoV,F1 score,0.3333333333333333, +Dekois,RandomForest,SARS-HCoV,recall,0.2, +Dekois,RandomForest,SARS-HCoV,precision,1.0, +Dekois,RandomForest,SARS-HCoV,MCC,0.4442321382914905, +Dekois,LogisticRegression,SARS-HCoV,AUROC,0.9326599326599327, +Dekois,LogisticRegression,SARS-HCoV,BEDROC,0.6571311136908188, +Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 1%,45.3, +Dekois,LogisticRegression,SARS-HCoV,Enrichment factor 5%,11.325, +Dekois,LogisticRegression,SARS-HCoV,RIE,11.188226198359368, +Dekois,LogisticRegression,SARS-HCoV,AUPRC,0.6339729921819475, +Dekois,LogisticRegression,SARS-HCoV,accuracy,0.9933774834437086, +Dekois,LogisticRegression,SARS-HCoV,F1 score,0.75, +Dekois,LogisticRegression,SARS-HCoV,recall,0.6, +Dekois,LogisticRegression,SARS-HCoV,precision,1.0, +Dekois,LogisticRegression,SARS-HCoV,MCC,0.7720016982323151, +Dekois,SimilaritySearch_Mean,SARS-HCoV,AUROC,0.7919191919191919, +Dekois,SimilaritySearch_Mean,SARS-HCoV,BEDROC,0.6264823380509674, +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,10.666404257624093, +Dekois,SimilaritySearch_Mean,SARS-HCoV,AUPRC,0.5614072148196295, +Dekois,SimilaritySearch_Max,SARS-HCoV,AUROC,0.7818181818181817, +Dekois,SimilaritySearch_Max,SARS-HCoV,BEDROC,0.6392377186642255, +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,10.883575656072157, +Dekois,SimilaritySearch_Max,SARS-HCoV,AUPRC,0.6108836008116583, +Dekois,LightGBM_Ranker,SARS-HCoV,AUROC,0.7582491582491582, +Dekois,LightGBM_Ranker,SARS-HCoV,BEDROC,0.6392286142507208, +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,10.883420645549709, +Dekois,LightGBM_Ranker,SARS-HCoV,AUPRC,0.6100198412698412, +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,0.9438333333333333, +Dekois,RandomForest,SIRT2,BEDROC,0.7827865789517959, +Dekois,RandomForest,SIRT2,Enrichment factor 1%,31.0, +Dekois,RandomForest,SIRT2,Enrichment factor 5%,13.5625, +Dekois,RandomForest,SIRT2,RIE,11.536774622617019, +Dekois,RandomForest,SIRT2,AUPRC,0.7181077694235588, +Dekois,RandomForest,SIRT2,accuracy,0.9741935483870968, +Dekois,RandomForest,SIRT2,F1 score,0.3333333333333333, +Dekois,RandomForest,SIRT2,recall,0.2, +Dekois,RandomForest,SIRT2,precision,1.0, +Dekois,RandomForest,SIRT2,MCC,0.44136741475237473, +Dekois,LogisticRegression,SIRT2,AUROC,0.887, +Dekois,LogisticRegression,SIRT2,BEDROC,0.7723194261710267, +Dekois,LogisticRegression,SIRT2,Enrichment factor 1%,23.25, +Dekois,LogisticRegression,SIRT2,Enrichment factor 5%,13.5625, +Dekois,LogisticRegression,SIRT2,RIE,11.382508842884565, +Dekois,LogisticRegression,SIRT2,AUPRC,0.6613314840499306, +Dekois,LogisticRegression,SIRT2,accuracy,0.9709677419354839, +Dekois,LogisticRegression,SIRT2,F1 score,0.18181818181818182, +Dekois,LogisticRegression,SIRT2,recall,0.1, +Dekois,LogisticRegression,SIRT2,precision,1.0, +Dekois,LogisticRegression,SIRT2,MCC,0.3115884764248779, +Dekois,SimilaritySearch_Mean,SIRT2,AUROC,0.9016666666666667, +Dekois,SimilaritySearch_Mean,SIRT2,BEDROC,0.700893245261898, +Dekois,SimilaritySearch_Mean,SIRT2,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Mean,SIRT2,Enrichment factor 5%,11.625, +Dekois,SimilaritySearch_Mean,SIRT2,RIE,10.329823769680907, +Dekois,SimilaritySearch_Mean,SIRT2,AUPRC,0.6274437353039973, +Dekois,SimilaritySearch_Max,SIRT2,AUROC,0.9156666666666666, +Dekois,SimilaritySearch_Max,SIRT2,BEDROC,0.8601124437472448, +Dekois,SimilaritySearch_Max,SIRT2,Enrichment factor 1%,31.0, +Dekois,SimilaritySearch_Max,SIRT2,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Max,SIRT2,RIE,12.67640973409377, +Dekois,SimilaritySearch_Max,SIRT2,AUPRC,0.7936401012017709, +Dekois,LightGBM_Ranker,SIRT2,AUROC,0.912, +Dekois,LightGBM_Ranker,SIRT2,BEDROC,0.6996452432684364, +Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 1%,23.25, +Dekois,LightGBM_Ranker,SIRT2,Enrichment factor 5%,11.625, +Dekois,LightGBM_Ranker,SIRT2,RIE,10.311430611134226, +Dekois,LightGBM_Ranker,SIRT2,AUPRC,0.4954053526233033, +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,0.8842905405405405, +Dekois,RandomForest,SRC,BEDROC,0.756591536021269, +Dekois,RandomForest,SRC,Enrichment factor 1%,22.142857142857142, +Dekois,RandomForest,SRC,Enrichment factor 5%,12.455357142857142, +Dekois,RandomForest,SRC,RIE,9.963733399694366, +Dekois,RandomForest,SRC,AUPRC,0.6724416649085523, +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,0.8187741312741312, +Dekois,LogisticRegression,SRC,BEDROC,0.7063039980392669, +Dekois,LogisticRegression,SRC,Enrichment factor 1%,22.142857142857142, +Dekois,LogisticRegression,SRC,Enrichment factor 5%,12.455357142857142, +Dekois,LogisticRegression,SRC,RIE,9.301484888368973, +Dekois,LogisticRegression,SRC,AUPRC,0.6126195583689975, +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,0.7458976833976834, +Dekois,SimilaritySearch_Mean,SRC,BEDROC,0.6392521826412638, +Dekois,SimilaritySearch_Mean,SRC,Enrichment factor 1%,22.142857142857142, +Dekois,SimilaritySearch_Mean,SRC,Enrichment factor 5%,11.071428571428571, +Dekois,SimilaritySearch_Mean,SRC,RIE,8.418463632787022, +Dekois,SimilaritySearch_Mean,SRC,AUPRC,0.5367294504109725, +Dekois,SimilaritySearch_Max,SRC,AUROC,0.881515444015444, +Dekois,SimilaritySearch_Max,SRC,BEDROC,0.7901691274346034, +Dekois,SimilaritySearch_Max,SRC,Enrichment factor 1%,16.607142857142858, +Dekois,SimilaritySearch_Max,SRC,Enrichment factor 5%,13.839285714285714, +Dekois,SimilaritySearch_Max,SRC,RIE,10.405924662574078, +Dekois,SimilaritySearch_Max,SRC,AUPRC,0.6597175014352186, +Dekois,LightGBM_Ranker,SRC,AUROC,0.8122586872586873, +Dekois,LightGBM_Ranker,SRC,BEDROC,0.5995199560978526, +Dekois,LightGBM_Ranker,SRC,Enrichment factor 1%,22.142857142857142, +Dekois,LightGBM_Ranker,SRC,Enrichment factor 5%,9.6875, +Dekois,LightGBM_Ranker,SRC,RIE,7.895220520558409, +Dekois,LightGBM_Ranker,SRC,AUPRC,0.5171412806615914, +Dekois,LightGBM_Ranker,SRC,accuracy,0.5258064516129032, +Dekois,LightGBM_Ranker,SRC,F1 score,0.1301775147928994, +Dekois,LightGBM_Ranker,SRC,recall,0.7857142857142857, +Dekois,LightGBM_Ranker,SRC,precision,0.07096774193548387, +Dekois,LightGBM_Ranker,SRC,MCC,0.12427395320024001, +Dekois,RandomForest,Thrombin,AUROC,0.8338926174496644, +Dekois,RandomForest,Thrombin,BEDROC,0.808928162086841, +Dekois,RandomForest,Thrombin,Enrichment factor 1%,25.833333333333332, +Dekois,RandomForest,Thrombin,Enrichment factor 5%,14.53125, +Dekois,RandomForest,Thrombin,RIE,11.262073545575838, +Dekois,RandomForest,Thrombin,AUPRC,0.7474289150350829, +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,0.8758389261744964, +Dekois,LogisticRegression,Thrombin,BEDROC,0.7261161042767794, +Dekois,LogisticRegression,Thrombin,Enrichment factor 1%,25.833333333333332, +Dekois,LogisticRegression,Thrombin,Enrichment factor 5%,12.916666666666666, +Dekois,LogisticRegression,Thrombin,RIE,10.109146099018082, +Dekois,LogisticRegression,Thrombin,AUPRC,0.658559851125784, +Dekois,LogisticRegression,Thrombin,accuracy,0.9709677419354839, +Dekois,LogisticRegression,Thrombin,F1 score,0.4, +Dekois,LogisticRegression,Thrombin,recall,0.25, +Dekois,LogisticRegression,Thrombin,precision,1.0, +Dekois,LogisticRegression,Thrombin,MCC,0.49261649360530646, +Dekois,SimilaritySearch_Mean,Thrombin,AUROC,0.819351230425056, +Dekois,SimilaritySearch_Mean,Thrombin,BEDROC,0.6276238767545944, +Dekois,SimilaritySearch_Mean,Thrombin,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Mean,Thrombin,Enrichment factor 5%,9.6875, +Dekois,SimilaritySearch_Mean,Thrombin,RIE,8.737915925709412, +Dekois,SimilaritySearch_Mean,Thrombin,AUPRC,0.5446760368189425, +Dekois,SimilaritySearch_Max,Thrombin,AUROC,0.8470357941834452, +Dekois,SimilaritySearch_Max,Thrombin,BEDROC,0.7766004066890387, +Dekois,SimilaritySearch_Max,Thrombin,Enrichment factor 1%,25.833333333333332, +Dekois,SimilaritySearch_Max,Thrombin,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Max,Thrombin,RIE,10.811999516873179, +Dekois,SimilaritySearch_Max,Thrombin,AUPRC,0.7047748394682984, +Dekois,LightGBM_Ranker,Thrombin,AUROC,0.8115212527964205, +Dekois,LightGBM_Ranker,Thrombin,BEDROC,0.6393045721519507, +Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 1%,25.833333333333332, +Dekois,LightGBM_Ranker,Thrombin,Enrichment factor 5%,9.6875, +Dekois,LightGBM_Ranker,Thrombin,RIE,8.900537102801533, +Dekois,LightGBM_Ranker,Thrombin,AUPRC,0.5619205035581467, +Dekois,LightGBM_Ranker,Thrombin,accuracy,0.5258064516129032, +Dekois,LightGBM_Ranker,Thrombin,F1 score,0.11976047904191617, +Dekois,LightGBM_Ranker,Thrombin,recall,0.8333333333333334, +Dekois,LightGBM_Ranker,Thrombin,precision,0.06451612903225806, +Dekois,LightGBM_Ranker,Thrombin,MCC,0.13378001241813023, +Dekois,RandomForest,TIE2,AUROC,0.9812595129375952, +Dekois,RandomForest,TIE2,BEDROC,0.9066028020885603, +Dekois,RandomForest,TIE2,Enrichment factor 1%,17.22222222222222, +Dekois,RandomForest,TIE2,Enrichment factor 5%,15.069444444444445, +Dekois,RandomForest,TIE2,RIE,10.725342741259995, +Dekois,RandomForest,TIE2,AUPRC,0.8658744033744035, +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,0.981544901065449, +Dekois,LogisticRegression,TIE2,BEDROC,0.8821146512889384, +Dekois,LogisticRegression,TIE2,Enrichment factor 1%,17.22222222222222, +Dekois,LogisticRegression,TIE2,Enrichment factor 5%,13.993055555555555, +Dekois,LogisticRegression,TIE2,RIE,10.435641663882649, +Dekois,LogisticRegression,TIE2,AUPRC,0.8462201957051843, +Dekois,LogisticRegression,TIE2,accuracy,0.9548387096774194, +Dekois,LogisticRegression,TIE2,F1 score,0.36363636363636365, +Dekois,LogisticRegression,TIE2,recall,0.2222222222222222, +Dekois,LogisticRegression,TIE2,precision,1.0, +Dekois,LogisticRegression,TIE2,MCC,0.46049450859630164, +Dekois,SimilaritySearch_Mean,TIE2,AUROC,0.9665144596651446, +Dekois,SimilaritySearch_Mean,TIE2,BEDROC,0.8325425118139781, +Dekois,SimilaritySearch_Mean,TIE2,Enrichment factor 1%,17.22222222222222, +Dekois,SimilaritySearch_Mean,TIE2,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Mean,TIE2,RIE,9.84919059490206, +Dekois,SimilaritySearch_Mean,TIE2,AUPRC,0.7787418024357086, +Dekois,SimilaritySearch_Max,TIE2,AUROC,0.9584284627092847, +Dekois,SimilaritySearch_Max,TIE2,BEDROC,0.7657657287392369, +Dekois,SimilaritySearch_Max,TIE2,Enrichment factor 1%,17.22222222222222, +Dekois,SimilaritySearch_Max,TIE2,Enrichment factor 5%,10.76388888888889, +Dekois,SimilaritySearch_Max,TIE2,RIE,9.059204198671415, +Dekois,SimilaritySearch_Max,TIE2,AUPRC,0.6916916418097417, +Dekois,LightGBM_Ranker,TIE2,AUROC,0.9824961948249619, +Dekois,LightGBM_Ranker,TIE2,BEDROC,0.85560320695984, +Dekois,LightGBM_Ranker,TIE2,Enrichment factor 1%,17.22222222222222, +Dekois,LightGBM_Ranker,TIE2,Enrichment factor 5%,11.840277777777779, +Dekois,LightGBM_Ranker,TIE2,RIE,10.122004507373145, +Dekois,LightGBM_Ranker,TIE2,AUPRC,0.8037670364201674, +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,0.9527687296416938, +Dekois,RandomForest,TK,BEDROC,0.7131328628394229, +Dekois,RandomForest,TK,Enrichment factor 1%,51.666666666666664, +Dekois,RandomForest,TK,Enrichment factor 5%,12.916666666666666, +Dekois,RandomForest,TK,RIE,12.96730173373986, +Dekois,RandomForest,TK,AUPRC,0.6862745098039216, +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,0.990228013029316, +Dekois,LogisticRegression,TK,BEDROC,0.862543090565518, +Dekois,LogisticRegression,TK,Enrichment factor 1%,51.666666666666664, +Dekois,LogisticRegression,TK,Enrichment factor 5%,19.375, +Dekois,LogisticRegression,TK,RIE,15.684113143217331, +Dekois,LogisticRegression,TK,AUPRC,0.75, +Dekois,LogisticRegression,TK,accuracy,0.9967741935483871, +Dekois,LogisticRegression,TK,F1 score,0.8, +Dekois,LogisticRegression,TK,recall,0.6666666666666666, +Dekois,LogisticRegression,TK,precision,1.0, +Dekois,LogisticRegression,TK,MCC,0.8151700218372634, +Dekois,SimilaritySearch_Mean,TK,AUROC,0.9305103148751357, +Dekois,SimilaritySearch_Mean,TK,BEDROC,0.6929500423281579, +Dekois,SimilaritySearch_Mean,TK,Enrichment factor 1%,51.666666666666664, +Dekois,SimilaritySearch_Mean,TK,Enrichment factor 5%,12.916666666666666, +Dekois,SimilaritySearch_Mean,TK,RIE,12.600305994057551, +Dekois,SimilaritySearch_Mean,TK,AUPRC,0.6815920398009949, +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,0.8751357220412596, +Dekois,LightGBM_Ranker,TK,BEDROC,0.688113236167673, +Dekois,LightGBM_Ranker,TK,Enrichment factor 1%,51.666666666666664, +Dekois,LightGBM_Ranker,TK,Enrichment factor 5%,12.916666666666666, +Dekois,LightGBM_Ranker,TK,RIE,12.512355588237098, +Dekois,LightGBM_Ranker,TK,AUPRC,0.675141242937853, +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,1.0, +Dekois,LogisticRegression,TPA,BEDROC,1.0000000000000004, +Dekois,LogisticRegression,TPA,Enrichment factor 1%,62.0, +Dekois,LogisticRegression,TPA,Enrichment factor 5%,19.375, +Dekois,LogisticRegression,TPA,RIE,17.094793796833716, +Dekois,LogisticRegression,TPA,AUPRC,1.0, +Dekois,LogisticRegression,TPA,accuracy,0.9935483870967742, +Dekois,LogisticRegression,TPA,F1 score,0.75, +Dekois,LogisticRegression,TPA,recall,0.6, +Dekois,LogisticRegression,TPA,precision,1.0, +Dekois,LogisticRegression,TPA,MCC,0.7720694303051548, +Dekois,SimilaritySearch_Mean,TPA,AUROC,0.981639344262295, +Dekois,SimilaritySearch_Mean,TPA,BEDROC,0.8196847124529845, +Dekois,SimilaritySearch_Mean,TPA,Enrichment factor 1%,46.5, +Dekois,SimilaritySearch_Mean,TPA,Enrichment factor 5%,15.5, +Dekois,SimilaritySearch_Mean,TPA,RIE,14.012341146572766, +Dekois,SimilaritySearch_Mean,TPA,AUPRC,0.7344827586206897, +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,0.9357377049180329, +Dekois,LightGBM_Ranker,TPA,BEDROC,0.8252546781884079, +Dekois,LightGBM_Ranker,TPA,Enrichment factor 1%,62.0, +Dekois,LightGBM_Ranker,TPA,Enrichment factor 5%,15.5, +Dekois,LightGBM_Ranker,TPA,RIE,14.107558562004288, +Dekois,LightGBM_Ranker,TPA,AUPRC,0.8097087378640777, +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,0.960671768707483, +Dekois,RandomForest,VEGFR1,BEDROC,0.7518433608819716, +Dekois,RandomForest,VEGFR1,Enrichment factor 1%,19.375, +Dekois,RandomForest,VEGFR1,Enrichment factor 5%,12.109375, +Dekois,RandomForest,VEGFR1,RIE,9.37818704726378, +Dekois,RandomForest,VEGFR1,AUPRC,0.6828757351969977, +Dekois,RandomForest,VEGFR1,accuracy,0.9483870967741935, +Dekois,RandomForest,VEGFR1,F1 score,0.0, +Dekois,RandomForest,VEGFR1,recall,0.0, +Dekois,RandomForest,VEGFR1,precision,0.0, +Dekois,RandomForest,VEGFR1,MCC,0.0, +Dekois,LogisticRegression,VEGFR1,AUROC,0.9228316326530612, +Dekois,LogisticRegression,VEGFR1,BEDROC,0.7591221208859606, +Dekois,LogisticRegression,VEGFR1,Enrichment factor 1%,19.375, +Dekois,LogisticRegression,VEGFR1,Enrichment factor 5%,10.8984375, +Dekois,LogisticRegression,VEGFR1,RIE,9.468979326368443, +Dekois,LogisticRegression,VEGFR1,AUPRC,0.6782619024967262, +Dekois,LogisticRegression,VEGFR1,accuracy,0.9548387096774194, +Dekois,LogisticRegression,VEGFR1,F1 score,0.2222222222222222, +Dekois,LogisticRegression,VEGFR1,recall,0.125, +Dekois,LogisticRegression,VEGFR1,precision,1.0, +Dekois,LogisticRegression,VEGFR1,MCC,0.3454246398538787, +Dekois,SimilaritySearch_Mean,VEGFR1,AUROC,0.9298469387755103, +Dekois,SimilaritySearch_Mean,VEGFR1,BEDROC,0.6559925219885381, +Dekois,SimilaritySearch_Mean,VEGFR1,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Mean,VEGFR1,Enrichment factor 5%,8.4765625, +Dekois,SimilaritySearch_Mean,VEGFR1,RIE,8.182582835494271, +Dekois,SimilaritySearch_Mean,VEGFR1,AUPRC,0.5859746277968412, +Dekois,SimilaritySearch_Max,VEGFR1,AUROC,0.896045918367347, +Dekois,SimilaritySearch_Max,VEGFR1,BEDROC,0.6427522525287771, +Dekois,SimilaritySearch_Max,VEGFR1,Enrichment factor 1%,19.375, +Dekois,SimilaritySearch_Max,VEGFR1,Enrichment factor 5%,8.4765625, +Dekois,SimilaritySearch_Max,VEGFR1,RIE,8.017429122560644, +Dekois,SimilaritySearch_Max,VEGFR1,AUPRC,0.5512849698845912, +Dekois,LightGBM_Ranker,VEGFR1,AUROC,0.9487670068027212, +Dekois,LightGBM_Ranker,VEGFR1,BEDROC,0.7142800507222821, +Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 1%,19.375, +Dekois,LightGBM_Ranker,VEGFR1,Enrichment factor 5%,10.8984375, +Dekois,LightGBM_Ranker,VEGFR1,RIE,8.909637659971919, +Dekois,LightGBM_Ranker,VEGFR1,AUPRC,0.6241732266539184, +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,0.9207990363380847, +Dekois,RandomForest,VEGFR2,BEDROC,0.795295086889818, +Dekois,RandomForest,VEGFR2,Enrichment factor 1%,18.235294117647058, +Dekois,RandomForest,VEGFR2,Enrichment factor 5%,12.536764705882353, +Dekois,RandomForest,VEGFR2,RIE,9.659399455825493, +Dekois,RandomForest,VEGFR2,AUPRC,0.6923865369167825, +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,0.9592451314996988, +Dekois,LogisticRegression,VEGFR2,BEDROC,0.7769093844435508, +Dekois,LogisticRegression,VEGFR2,Enrichment factor 1%,18.235294117647058, +Dekois,LogisticRegression,VEGFR2,Enrichment factor 5%,11.397058823529411, +Dekois,LogisticRegression,VEGFR2,RIE,9.436092603119167, +Dekois,LogisticRegression,VEGFR2,AUPRC,0.7155081329392226, +Dekois,LogisticRegression,VEGFR2,accuracy,0.9451612903225807, +Dekois,LogisticRegression,VEGFR2,F1 score,0.0, +Dekois,LogisticRegression,VEGFR2,recall,0.0, +Dekois,LogisticRegression,VEGFR2,precision,0.0, +Dekois,LogisticRegression,VEGFR2,MCC,0.0, +Dekois,SimilaritySearch_Mean,VEGFR2,AUROC,0.8929933748243324, +Dekois,SimilaritySearch_Mean,VEGFR2,BEDROC,0.6397561477130294, +Dekois,SimilaritySearch_Mean,VEGFR2,Enrichment factor 1%,18.235294117647058, +Dekois,SimilaritySearch_Mean,VEGFR2,Enrichment factor 5%,9.117647058823529, +Dekois,SimilaritySearch_Mean,VEGFR2,RIE,7.770273321952861, +Dekois,SimilaritySearch_Mean,VEGFR2,AUPRC,0.5581976881145377, +Dekois,SimilaritySearch_Max,VEGFR2,AUROC,0.9560329251154387, +Dekois,SimilaritySearch_Max,VEGFR2,BEDROC,0.7433970262369655, +Dekois,SimilaritySearch_Max,VEGFR2,Enrichment factor 1%,13.676470588235293, +Dekois,SimilaritySearch_Max,VEGFR2,Enrichment factor 5%,11.397058823529411, +Dekois,SimilaritySearch_Max,VEGFR2,RIE,9.02906223483433, +Dekois,SimilaritySearch_Max,VEGFR2,AUPRC,0.6419630115427786, +Dekois,LightGBM_Ranker,VEGFR2,AUROC,0.9568359767115038, +Dekois,LightGBM_Ranker,VEGFR2,BEDROC,0.7628226787669884, +Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 1%,18.235294117647058, +Dekois,LightGBM_Ranker,VEGFR2,Enrichment factor 5%,10.257352941176471, +Dekois,LightGBM_Ranker,VEGFR2,RIE,9.26499998814692, +Dekois,LightGBM_Ranker,VEGFR2,AUPRC,0.6900877134306916, +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,0.940853522176668, +DUD-E,RandomForest,abl1,BEDROC,0.878358526953472, +DUD-E,RandomForest,abl1,Enrichment factor 1%,54.66, +DUD-E,RandomForest,abl1,Enrichment factor 5%,17.156058394160585, +DUD-E,RandomForest,abl1,RIE,14.711873659854954, +DUD-E,RandomForest,abl1,AUPRC,0.8418488621490936, +DUD-E,RandomForest,abl1,accuracy,0.9842663739480424, +DUD-E,RandomForest,abl1,F1 score,0.24561403508771928, +DUD-E,RandomForest,abl1,recall,0.14, +DUD-E,RandomForest,abl1,precision,1.0, +DUD-E,RandomForest,abl1,MCC,0.37120295809280024, +DUD-E,LogisticRegression,abl1,AUROC,0.9574878866939992, +DUD-E,LogisticRegression,abl1,BEDROC,0.8816994003437214, +DUD-E,LogisticRegression,abl1,Enrichment factor 1%,54.66, +DUD-E,LogisticRegression,abl1,Enrichment factor 5%,17.555036496350365, +DUD-E,LogisticRegression,abl1,RIE,14.767830886381919, +DUD-E,LogisticRegression,abl1,AUPRC,0.8373186001199134, +DUD-E,LogisticRegression,abl1,accuracy,0.9897548481522137, +DUD-E,LogisticRegression,abl1,F1 score,0.6111111111111112, +DUD-E,LogisticRegression,abl1,recall,0.44, +DUD-E,LogisticRegression,abl1,precision,1.0, +DUD-E,LogisticRegression,abl1,MCC,0.6598905602120907, +DUD-E,SimilaritySearch_Mean,abl1,AUROC,0.8259485650391353, +DUD-E,SimilaritySearch_Mean,abl1,BEDROC,0.6400686634369687, +DUD-E,SimilaritySearch_Mean,abl1,Enrichment factor 1%,42.94714285714285, +DUD-E,SimilaritySearch_Mean,abl1,Enrichment factor 5%,11.969343065693431, +DUD-E,SimilaritySearch_Mean,abl1,RIE,10.720689824277954, +DUD-E,SimilaritySearch_Mean,abl1,AUPRC,0.544638249749173, +DUD-E,SimilaritySearch_Max,abl1,AUROC,0.9421095788296682, +DUD-E,SimilaritySearch_Max,abl1,BEDROC,0.8948371391917501, +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,14.987878563410584, +DUD-E,SimilaritySearch_Max,abl1,AUPRC,0.8500128632283007, +DUD-E,LightGBM_Ranker,abl1,AUROC,0.7901118151323147, +DUD-E,LightGBM_Ranker,abl1,BEDROC,0.540968465585529, +DUD-E,LightGBM_Ranker,abl1,Enrichment factor 1%,31.234285714285715, +DUD-E,LightGBM_Ranker,abl1,Enrichment factor 5%,10.373430656934307, +DUD-E,LightGBM_Ranker,abl1,RIE,9.060832783234515, +DUD-E,LightGBM_Ranker,abl1,AUPRC,0.3998447623098646, +DUD-E,LightGBM_Ranker,abl1,accuracy,0.5111598975484816, +DUD-E,LightGBM_Ranker,abl1,F1 score,0.05649717514124294, +DUD-E,LightGBM_Ranker,abl1,recall,0.8, +DUD-E,LightGBM_Ranker,abl1,precision,0.029282576866764276, +DUD-E,LightGBM_Ranker,abl1,MCC,0.08195787897506362, +DUD-E,RandomForest,ampc,AUROC,0.7089192112488559, +DUD-E,RandomForest,ampc,BEDROC,0.48529726675196305, +DUD-E,RandomForest,ampc,Enrichment factor 1%,31.941176470588236, +DUD-E,RandomForest,ampc,Enrichment factor 5%,8.057233704292528, +DUD-E,RandomForest,ampc,RIE,7.745439289854124, +DUD-E,RandomForest,ampc,AUPRC,0.41653612667959905, +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,0.8329311922788918, +DUD-E,LogisticRegression,ampc,BEDROC,0.5489270774595906, +DUD-E,LogisticRegression,ampc,Enrichment factor 1%,31.941176470588236, +DUD-E,LogisticRegression,ampc,Enrichment factor 5%,10.359300476947535, +DUD-E,LogisticRegression,ampc,RIE,8.76098350631255, +DUD-E,LogisticRegression,ampc,AUPRC,0.44181144799363237, +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,0.7870039104750811, +DUD-E,SimilaritySearch_Mean,ampc,BEDROC,0.6074769278138339, +DUD-E,SimilaritySearch_Mean,ampc,Enrichment factor 1%,31.941176470588236, +DUD-E,SimilaritySearch_Mean,ampc,Enrichment factor 5%,11.51033386327504, +DUD-E,SimilaritySearch_Mean,ampc,RIE,9.69545056256344, +DUD-E,SimilaritySearch_Mean,ampc,AUPRC,0.5101959047577932, +DUD-E,SimilaritySearch_Max,ampc,AUROC,0.8593893002745653, +DUD-E,SimilaritySearch_Max,ampc,BEDROC,0.6913332558044317, +DUD-E,SimilaritySearch_Max,ampc,Enrichment factor 1%,37.26470588235294, +DUD-E,SimilaritySearch_Max,ampc,Enrichment factor 5%,13.812400635930047, +DUD-E,SimilaritySearch_Max,ampc,RIE,11.033813948486323, +DUD-E,SimilaritySearch_Max,ampc,AUPRC,0.5903659676156431, +DUD-E,LightGBM_Ranker,ampc,AUROC,0.7539728762792245, +DUD-E,LightGBM_Ranker,ampc,BEDROC,0.4647660756980076, +DUD-E,LightGBM_Ranker,ampc,Enrichment factor 1%,21.294117647058822, +DUD-E,LightGBM_Ranker,ampc,Enrichment factor 5%,9.208267090620032, +DUD-E,LightGBM_Ranker,ampc,RIE,7.417757467450902, +DUD-E,LightGBM_Ranker,ampc,AUPRC,0.3417382900571512, +DUD-E,LightGBM_Ranker,ampc,accuracy,0.5151933701657458, +DUD-E,LightGBM_Ranker,ampc,F1 score,0.07387862796833773, +DUD-E,LightGBM_Ranker,ampc,recall,0.8235294117647058, +DUD-E,LightGBM_Ranker,ampc,precision,0.03867403314917127, +DUD-E,LightGBM_Ranker,ampc,MCC,0.10033640064279385, +DUD-E,RandomForest,aofb,AUROC,0.8860860058309038, +DUD-E,RandomForest,aofb,BEDROC,0.741339574892557, +DUD-E,RandomForest,aofb,Enrichment factor 1%,39.0, +DUD-E,RandomForest,aofb,Enrichment factor 5%,13.960227272727272, +DUD-E,RandomForest,aofb,RIE,11.907382090726786, +DUD-E,RandomForest,aofb,AUPRC,0.6300884305027195, +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,0.9515306122448979, +DUD-E,LogisticRegression,aofb,BEDROC,0.7737713649129309, +DUD-E,LogisticRegression,aofb,Enrichment factor 1%,41.4375, +DUD-E,LogisticRegression,aofb,Enrichment factor 5%,14.957386363636363, +DUD-E,LogisticRegression,aofb,RIE,12.428300880231623, +DUD-E,LogisticRegression,aofb,AUPRC,0.6679876285960114, +DUD-E,LogisticRegression,aofb,accuracy,0.9829059829059829, +DUD-E,LogisticRegression,aofb,F1 score,0.4, +DUD-E,LogisticRegression,aofb,recall,0.25, +DUD-E,LogisticRegression,aofb,precision,1.0, +DUD-E,LogisticRegression,aofb,MCC,0.4956833724573168, +DUD-E,SimilaritySearch_Mean,aofb,AUROC,0.8849562682215744, +DUD-E,SimilaritySearch_Mean,aofb,BEDROC,0.5517735579618652, +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,8.862576361263352, +DUD-E,SimilaritySearch_Mean,aofb,AUPRC,0.40858118395454135, +DUD-E,SimilaritySearch_Max,aofb,AUROC,0.9447667638483965, +DUD-E,SimilaritySearch_Max,aofb,BEDROC,0.8399161776195103, +DUD-E,SimilaritySearch_Max,aofb,Enrichment factor 1%,43.875, +DUD-E,SimilaritySearch_Max,aofb,Enrichment factor 5%,15.954545454545453, +DUD-E,SimilaritySearch_Max,aofb,RIE,13.4907175937553, +DUD-E,SimilaritySearch_Max,aofb,AUPRC,0.7821104313759111, +DUD-E,LightGBM_Ranker,aofb,AUROC,0.7202623906705539, +DUD-E,LightGBM_Ranker,aofb,BEDROC,0.2726924932735542, +DUD-E,LightGBM_Ranker,aofb,Enrichment factor 1%,17.0625, +DUD-E,LightGBM_Ranker,aofb,Enrichment factor 5%,4.487215909090909, +DUD-E,LightGBM_Ranker,aofb,RIE,4.379981650955093, +DUD-E,LightGBM_Ranker,aofb,AUPRC,0.20519474292228343, +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,0.9055362046329009, +DUD-E,RandomForest,cp3a4,BEDROC,0.7429403303103841, +DUD-E,RandomForest,cp3a4,Enrichment factor 1%,34.84658634538153, +DUD-E,RandomForest,cp3a4,Enrichment factor 5%,13.457991967871486, +DUD-E,RandomForest,cp3a4,RIE,11.404172453923165, +DUD-E,RandomForest,cp3a4,AUPRC,0.6516538298302074, +DUD-E,RandomForest,cp3a4,accuracy,0.9745989304812834, +DUD-E,RandomForest,cp3a4,F1 score,0.15555555555555556, +DUD-E,RandomForest,cp3a4,recall,0.08433734939759036, +DUD-E,RandomForest,cp3a4,precision,1.0, +DUD-E,RandomForest,cp3a4,MCC,0.2866881002062394, +DUD-E,LogisticRegression,cp3a4,AUROC,0.9307674147949654, +DUD-E,LogisticRegression,cp3a4,BEDROC,0.7144063312945784, +DUD-E,LogisticRegression,cp3a4,Enrichment factor 1%,32.443373493975905, +DUD-E,LogisticRegression,cp3a4,Enrichment factor 5%,13.217670682730922, +DUD-E,LogisticRegression,cp3a4,RIE,10.96617409695138, +DUD-E,LogisticRegression,cp3a4,AUPRC,0.6066979135484455, +DUD-E,LogisticRegression,cp3a4,accuracy,0.9745989304812834, +DUD-E,LogisticRegression,cp3a4,F1 score,0.15555555555555556, +DUD-E,LogisticRegression,cp3a4,recall,0.08433734939759036, +DUD-E,LogisticRegression,cp3a4,precision,1.0, +DUD-E,LogisticRegression,cp3a4,MCC,0.2866881002062394, +DUD-E,SimilaritySearch_Mean,cp3a4,AUROC,0.8204160747493239, +DUD-E,SimilaritySearch_Mean,cp3a4,BEDROC,0.5191199681184846, +DUD-E,SimilaritySearch_Mean,cp3a4,Enrichment factor 1%,24.032128514056225, +DUD-E,SimilaritySearch_Mean,cp3a4,Enrichment factor 5%,9.132208835341366, +DUD-E,SimilaritySearch_Mean,cp3a4,RIE,7.96851834730534, +DUD-E,SimilaritySearch_Mean,cp3a4,AUPRC,0.385538682350852, +DUD-E,SimilaritySearch_Max,cp3a4,AUROC,0.9121898387637866, +DUD-E,SimilaritySearch_Max,cp3a4,BEDROC,0.7602479693691087, +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,11.669845606381848, +DUD-E,SimilaritySearch_Max,cp3a4,AUPRC,0.6958661654311046, +DUD-E,LightGBM_Ranker,cp3a4,AUROC,0.7816435905188301, +DUD-E,LightGBM_Ranker,cp3a4,BEDROC,0.3956195955308462, +DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 1%,21.628915662650602, +DUD-E,LightGBM_Ranker,cp3a4,Enrichment factor 5%,6.248353413654619, +DUD-E,LightGBM_Ranker,cp3a4,RIE,6.072781256656901, +DUD-E,LightGBM_Ranker,cp3a4,AUPRC,0.2839809284769604, +DUD-E,LightGBM_Ranker,cp3a4,accuracy,0.5177139037433155, +DUD-E,LightGBM_Ranker,cp3a4,F1 score,0.08613046231792273, +DUD-E,LightGBM_Ranker,cp3a4,recall,0.8192771084337349, +DUD-E,LightGBM_Ranker,cp3a4,precision,0.045454545454545456, +DUD-E,LightGBM_Ranker,cp3a4,MCC,0.10786112924394622, +DUD-E,RandomForest,csf1r,AUROC,0.9734373619666391, +DUD-E,RandomForest,csf1r,BEDROC,0.897641377677166, +DUD-E,RandomForest,csf1r,Enrichment factor 1%,70.22974036191975, +DUD-E,RandomForest,csf1r,Enrichment factor 5%,18.037060500475135, +DUD-E,RandomForest,csf1r,RIE,15.760387835020643, +DUD-E,RandomForest,csf1r,AUPRC,0.839247746536639, +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,0.9824923504421084, +DUD-E,LogisticRegression,csf1r,BEDROC,0.8517351053514658, +DUD-E,LogisticRegression,csf1r,Enrichment factor 1%,65.38630999213218, +DUD-E,LogisticRegression,csf1r,Enrichment factor 5%,17.06208425720621, +DUD-E,LogisticRegression,csf1r,RIE,14.95438593745116, +DUD-E,LogisticRegression,csf1r,AUPRC,0.767405823687916, +DUD-E,LogisticRegression,csf1r,accuracy,0.9915529564652371, +DUD-E,LogisticRegression,csf1r,F1 score,0.5357142857142857, +DUD-E,LogisticRegression,csf1r,recall,0.36585365853658536, +DUD-E,LogisticRegression,csf1r,precision,1.0, +DUD-E,LogisticRegression,csf1r,MCC,0.6022857649510086, +DUD-E,SimilaritySearch_Mean,csf1r,AUROC,0.8570476320502421, +DUD-E,SimilaritySearch_Mean,csf1r,BEDROC,0.6686796150695387, +DUD-E,SimilaritySearch_Mean,csf1r,Enrichment factor 1%,55.69944925255704, +DUD-E,SimilaritySearch_Mean,csf1r,Enrichment factor 5%,12.67469116249604, +DUD-E,SimilaritySearch_Mean,csf1r,RIE,11.740379113265076, +DUD-E,SimilaritySearch_Mean,csf1r,AUPRC,0.5844227224756374, +DUD-E,SimilaritySearch_Max,csf1r,AUROC,0.9783804621055758, +DUD-E,SimilaritySearch_Max,csf1r,BEDROC,0.8984573240446413, +DUD-E,SimilaritySearch_Max,csf1r,Enrichment factor 1%,70.22974036191975, +DUD-E,SimilaritySearch_Max,csf1r,Enrichment factor 5%,17.549572378840672, +DUD-E,SimilaritySearch_Max,csf1r,RIE,15.77471385818005, +DUD-E,SimilaritySearch_Max,csf1r,AUPRC,0.8475522429217007, +DUD-E,LightGBM_Ranker,csf1r,AUROC,0.8935165479412449, +DUD-E,LightGBM_Ranker,csf1r,BEDROC,0.6255013113357119, +DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 1%,36.32572777340676, +DUD-E,LightGBM_Ranker,csf1r,Enrichment factor 5%,12.67469116249604, +DUD-E,LightGBM_Ranker,csf1r,RIE,10.982273674069736, +DUD-E,LightGBM_Ranker,csf1r,AUPRC,0.46558537233043434, +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,0.7233494363929146, +DUD-E,RandomForest,fabp4,BEDROC,0.6948359581638899, +DUD-E,RandomForest,fabp4,Enrichment factor 1%,66.57142857142857, +DUD-E,RandomForest,fabp4,Enrichment factor 5%,13.314285714285713, +DUD-E,RandomForest,fabp4,RIE,12.251628718022761, +DUD-E,RandomForest,fabp4,AUPRC,0.6709369147090736, +DUD-E,RandomForest,fabp4,accuracy,0.9914163090128756, +DUD-E,RandomForest,fabp4,F1 score,0.5, +DUD-E,RandomForest,fabp4,recall,0.3333333333333333, +DUD-E,RandomForest,fabp4,precision,1.0, +DUD-E,RandomForest,fabp4,MCC,0.5748563038837988, +DUD-E,LogisticRegression,fabp4,AUROC,0.9040257648953302, +DUD-E,LogisticRegression,fabp4,BEDROC,0.7199744571755888, +DUD-E,LogisticRegression,fabp4,Enrichment factor 1%,66.57142857142857, +DUD-E,LogisticRegression,fabp4,Enrichment factor 5%,13.314285714285713, +DUD-E,LogisticRegression,fabp4,RIE,12.694880900957616, +DUD-E,LogisticRegression,fabp4,AUPRC,0.6870546617824781, +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,0.8497584541062801, +DUD-E,SimilaritySearch_Mean,fabp4,BEDROC,0.5968862249739227, +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,10.52453940238247, +DUD-E,SimilaritySearch_Mean,fabp4,AUPRC,0.5729990507158598, +DUD-E,SimilaritySearch_Max,fabp4,AUROC,0.8689210950080515, +DUD-E,SimilaritySearch_Max,fabp4,BEDROC,0.6969289496976018, +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,12.288533191346735, +DUD-E,SimilaritySearch_Max,fabp4,AUPRC,0.67739697041299, +DUD-E,LightGBM_Ranker,fabp4,AUROC,0.8404186795491142, +DUD-E,LightGBM_Ranker,fabp4,BEDROC,0.5065067583047029, +DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 1%,33.285714285714285, +DUD-E,LightGBM_Ranker,fabp4,Enrichment factor 5%,11.095238095238095, +DUD-E,LightGBM_Ranker,fabp4,RIE,8.930932088159933, +DUD-E,LightGBM_Ranker,fabp4,AUPRC,0.3987358534314055, +DUD-E,LightGBM_Ranker,fabp4,accuracy,0.5135908440629471, +DUD-E,LightGBM_Ranker,fabp4,F1 score,0.05027932960893855, +DUD-E,LightGBM_Ranker,fabp4,recall,1.0, +DUD-E,LightGBM_Ranker,fabp4,precision,0.025787965616045846, +DUD-E,LightGBM_Ranker,fabp4,MCC,0.11437155294950413, +DUD-E,RandomForest,fak1,AUROC,0.7639814814814816, +DUD-E,RandomForest,fak1,BEDROC,0.5215830653757273, +DUD-E,RandomForest,fak1,Enrichment factor 1%,40.535714285714285, +DUD-E,RandomForest,fak1,Enrichment factor 5%,9.869565217391305, +DUD-E,RandomForest,fak1,RIE,9.564260154527659, +DUD-E,RandomForest,fak1,AUPRC,0.43653834947447423, +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,0.8935185185185185, +DUD-E,LogisticRegression,fak1,BEDROC,0.6713290950054428, +DUD-E,LogisticRegression,fak1,Enrichment factor 1%,56.75, +DUD-E,LogisticRegression,fak1,Enrichment factor 5%,13.159420289855072, +DUD-E,LogisticRegression,fak1,RIE,12.310150642180337, +DUD-E,LogisticRegression,fak1,AUPRC,0.5866851843016208, +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,0.8833333333333334, +DUD-E,SimilaritySearch_Mean,fak1,BEDROC,0.5859129724235672, +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,10.743876604266182, +DUD-E,SimilaritySearch_Mean,fak1,AUPRC,0.4400012413274454, +DUD-E,SimilaritySearch_Max,fak1,AUROC,0.888425925925926, +DUD-E,SimilaritySearch_Max,fak1,BEDROC,0.623343401186373, +DUD-E,SimilaritySearch_Max,fak1,Enrichment factor 1%,40.535714285714285, +DUD-E,SimilaritySearch_Max,fak1,Enrichment factor 5%,11.514492753623188, +DUD-E,SimilaritySearch_Max,fak1,RIE,11.430237762172661, +DUD-E,SimilaritySearch_Max,fak1,AUPRC,0.48292186508751633, +DUD-E,LightGBM_Ranker,fak1,AUROC,0.6573456790123458, +DUD-E,LightGBM_Ranker,fak1,BEDROC,0.41862768375716886, +DUD-E,LightGBM_Ranker,fak1,Enrichment factor 1%,32.42857142857143, +DUD-E,LightGBM_Ranker,fak1,Enrichment factor 5%,8.22463768115942, +DUD-E,LightGBM_Ranker,fak1,RIE,7.676369011516336, +DUD-E,LightGBM_Ranker,fak1,AUPRC,0.35664897976382665, +DUD-E,LightGBM_Ranker,fak1,accuracy,0.5014684287812041, +DUD-E,LightGBM_Ranker,fak1,F1 score,0.020202020202020204, +DUD-E,LightGBM_Ranker,fak1,recall,0.5833333333333334, +DUD-E,LightGBM_Ranker,fak1,precision,0.010279001468428781, +DUD-E,LightGBM_Ranker,fak1,MCC,0.015713484026367724, +DUD-E,RandomForest,gria2,AUROC,0.992730158440587, +DUD-E,RandomForest,gria2,BEDROC,0.93910013561519, +DUD-E,RandomForest,gria2,Enrichment factor 1%,78.37837837837837, +DUD-E,RandomForest,gria2,Enrichment factor 5%,18.37837837837838, +DUD-E,RandomForest,gria2,RIE,16.6448303493067, +DUD-E,RandomForest,gria2,AUPRC,0.8990935135190976, +DUD-E,RandomForest,gria2,accuracy,0.991, +DUD-E,RandomForest,gria2,F1 score,0.425531914893617, +DUD-E,RandomForest,gria2,recall,0.2702702702702703, +DUD-E,RandomForest,gria2,precision,1.0, +DUD-E,RandomForest,gria2,MCC,0.5175226590327339, +DUD-E,LogisticRegression,gria2,AUROC,0.9878501518731017, +DUD-E,LogisticRegression,gria2,BEDROC,0.9551404880577758, +DUD-E,LogisticRegression,gria2,Enrichment factor 1%,81.08108108108108, +DUD-E,LogisticRegression,gria2,Enrichment factor 5%,19.45945945945946, +DUD-E,LogisticRegression,gria2,RIE,16.929133305162527, +DUD-E,LogisticRegression,gria2,AUPRC,0.9223169482349602, +DUD-E,LogisticRegression,gria2,accuracy,0.9956666666666667, +DUD-E,LogisticRegression,gria2,F1 score,0.7868852459016393, +DUD-E,LogisticRegression,gria2,recall,0.6486486486486487, +DUD-E,LogisticRegression,gria2,precision,1.0, +DUD-E,LogisticRegression,gria2,MCC,0.8036262626424788, +DUD-E,SimilaritySearch_Mean,gria2,AUROC,0.8497596482746669, +DUD-E,SimilaritySearch_Mean,gria2,BEDROC,0.6393324026292194, +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,11.33167698418202, +DUD-E,SimilaritySearch_Mean,gria2,AUPRC,0.46619944456346163, +DUD-E,SimilaritySearch_Max,gria2,AUROC,0.9809998996634164, +DUD-E,SimilaritySearch_Max,gria2,BEDROC,0.9384756141099044, +DUD-E,SimilaritySearch_Max,gria2,Enrichment factor 1%,81.08108108108108, +DUD-E,SimilaritySearch_Max,gria2,Enrichment factor 5%,18.91891891891892, +DUD-E,SimilaritySearch_Max,gria2,RIE,16.63376118417559, +DUD-E,SimilaritySearch_Max,gria2,AUPRC,0.9176868920436582, +DUD-E,LightGBM_Ranker,gria2,AUROC,0.9068055568224316, +DUD-E,LightGBM_Ranker,gria2,BEDROC,0.6121469131397461, +DUD-E,LightGBM_Ranker,gria2,Enrichment factor 1%,37.83783783783784, +DUD-E,LightGBM_Ranker,gria2,Enrichment factor 5%,11.891891891891891, +DUD-E,LightGBM_Ranker,gria2,RIE,10.849835014318248, +DUD-E,LightGBM_Ranker,gria2,AUPRC,0.4274458669455304, +DUD-E,LightGBM_Ranker,gria2,accuracy,0.511, +DUD-E,LightGBM_Ranker,gria2,F1 score,0.04554326610279766, +DUD-E,LightGBM_Ranker,gria2,recall,0.9459459459459459, +DUD-E,LightGBM_Ranker,gria2,precision,0.023333333333333334, +DUD-E,LightGBM_Ranker,gria2,MCC,0.09966605128840865, +DUD-E,RandomForest,hivint,AUROC,0.9588447653429604, +DUD-E,RandomForest,hivint,BEDROC,0.8942448595327941, +DUD-E,RandomForest,hivint,Enrichment factor 1%,67.48, +DUD-E,RandomForest,hivint,Enrichment factor 5%,18.25929411764706, +DUD-E,RandomForest,hivint,RIE,15.478036852990288, +DUD-E,RandomForest,hivint,AUPRC,0.821777471347446, +DUD-E,RandomForest,hivint,accuracy,0.98814463544754, +DUD-E,RandomForest,hivint,F1 score,0.3333333333333333, +DUD-E,RandomForest,hivint,recall,0.2, +DUD-E,RandomForest,hivint,precision,1.0, +DUD-E,RandomForest,hivint,MCC,0.44454682398574674, +DUD-E,LogisticRegression,hivint,AUROC,0.9781227436823104, +DUD-E,LogisticRegression,hivint,BEDROC,0.9071281768130275, +DUD-E,LogisticRegression,hivint,Enrichment factor 1%,67.48, +DUD-E,LogisticRegression,hivint,Enrichment factor 5%,17.46541176470588, +DUD-E,LogisticRegression,hivint,RIE,15.701027745147298, +DUD-E,LogisticRegression,hivint,AUPRC,0.8767657500516519, +DUD-E,LogisticRegression,hivint,accuracy,0.9875518672199171, +DUD-E,LogisticRegression,hivint,F1 score,0.27586206896551724, +DUD-E,LogisticRegression,hivint,recall,0.16, +DUD-E,LogisticRegression,hivint,precision,1.0, +DUD-E,LogisticRegression,hivint,MCC,0.39749662270563835, +DUD-E,SimilaritySearch_Mean,hivint,AUROC,0.9154512635379062, +DUD-E,SimilaritySearch_Mean,hivint,BEDROC,0.7611003749602833, +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,13.173505593315245, +DUD-E,SimilaritySearch_Mean,hivint,AUPRC,0.6699004739260247, +DUD-E,SimilaritySearch_Max,hivint,AUROC,0.9275571600481347, +DUD-E,SimilaritySearch_Max,hivint,BEDROC,0.8281506053886732, +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,14.334044480725844, +DUD-E,SimilaritySearch_Max,hivint,AUPRC,0.7880136859195928, +DUD-E,LightGBM_Ranker,hivint,AUROC,0.8550782190132371, +DUD-E,LightGBM_Ranker,hivint,BEDROC,0.35286145634341554, +DUD-E,LightGBM_Ranker,hivint,Enrichment factor 1%,15.877647058823529, +DUD-E,LightGBM_Ranker,hivint,Enrichment factor 5%,6.351058823529412, +DUD-E,LightGBM_Ranker,hivint,RIE,6.107502428489097, +DUD-E,LightGBM_Ranker,hivint,AUPRC,0.18111285821723996, +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,0.9341931216931216, +DUD-E,RandomForest,jak2,BEDROC,0.8226097461998583, +DUD-E,RandomForest,jak2,Enrichment factor 1%,57.551198257080614, +DUD-E,RandomForest,jak2,Enrichment factor 5%,16.944667559125392, +DUD-E,RandomForest,jak2,RIE,14.032486268344197, +DUD-E,RandomForest,jak2,AUPRC,0.7426887713251341, +DUD-E,RandomForest,jak2,accuracy,0.9866747425802543, +DUD-E,RandomForest,jak2,F1 score,0.3125, +DUD-E,RandomForest,jak2,recall,0.18518518518518517, +DUD-E,RandomForest,jak2,precision,1.0, +DUD-E,RandomForest,jak2,MCC,0.42744596038879334, +DUD-E,LogisticRegression,jak2,AUROC,0.9537265097609926, +DUD-E,LogisticRegression,jak2,BEDROC,0.7954310183663135, +DUD-E,LogisticRegression,jak2,Enrichment factor 1%,61.148148148148145, +DUD-E,LogisticRegression,jak2,Enrichment factor 5%,14.734493529674252, +DUD-E,LogisticRegression,jak2,RIE,13.568858010167345, +DUD-E,LogisticRegression,jak2,AUPRC,0.7311113729640621, +DUD-E,LogisticRegression,jak2,accuracy,0.9921259842519685, +DUD-E,LogisticRegression,jak2,F1 score,0.6829268292682927, +DUD-E,LogisticRegression,jak2,recall,0.5185185185185185, +DUD-E,LogisticRegression,jak2,precision,1.0, +DUD-E,LogisticRegression,jak2,MCC,0.7172173856636156, +DUD-E,SimilaritySearch_Mean,jak2,AUROC,0.9036672140120415, +DUD-E,SimilaritySearch_Mean,jak2,BEDROC,0.6963338624600909, +DUD-E,SimilaritySearch_Mean,jak2,Enrichment factor 1%,46.76034858387799, +DUD-E,SimilaritySearch_Mean,jak2,Enrichment factor 5%,13.99776885319054, +DUD-E,SimilaritySearch_Mean,jak2,RIE,11.878409433454486, +DUD-E,SimilaritySearch_Mean,jak2,AUPRC,0.5891787655499705, +DUD-E,SimilaritySearch_Max,jak2,AUROC,0.9222541507024263, +DUD-E,SimilaritySearch_Max,jak2,BEDROC,0.8097928511908128, +DUD-E,SimilaritySearch_Max,jak2,Enrichment factor 1%,61.148148148148145, +DUD-E,SimilaritySearch_Max,jak2,Enrichment factor 5%,16.207942882641678, +DUD-E,SimilaritySearch_Max,jak2,RIE,13.813849298112455, +DUD-E,SimilaritySearch_Max,jak2,AUPRC,0.7677342229407607, +DUD-E,LightGBM_Ranker,jak2,AUROC,0.7838669950738916, +DUD-E,LightGBM_Ranker,jak2,BEDROC,0.44163199941284503, +DUD-E,LightGBM_Ranker,jak2,Enrichment factor 1%,28.775599128540307, +DUD-E,LightGBM_Ranker,jak2,Enrichment factor 5%,8.103971441320839, +DUD-E,LightGBM_Ranker,jak2,RIE,7.533578364016157, +DUD-E,LightGBM_Ranker,jak2,AUPRC,0.3403041433958479, +DUD-E,LightGBM_Ranker,jak2,accuracy,0.5093882495457298, +DUD-E,LightGBM_Ranker,jak2,F1 score,0.04929577464788732, +DUD-E,LightGBM_Ranker,jak2,recall,0.7777777777777778, +DUD-E,LightGBM_Ranker,jak2,precision,0.025454545454545455, +DUD-E,LightGBM_Ranker,jak2,MCC,0.07171164337570905, +DUD-E,RandomForest,kit,AUROC,0.8962784900284901, +DUD-E,RandomForest,kit,BEDROC,0.8041955244600529, +DUD-E,RandomForest,kit,Enrichment factor 1%,49.148148148148145, +DUD-E,RandomForest,kit,Enrichment factor 5%,15.520467836257309, +DUD-E,RandomForest,kit,RIE,13.213555462231701, +DUD-E,RandomForest,kit,AUPRC,0.7321145309003327, +DUD-E,RandomForest,kit,accuracy,0.9853051996985682, +DUD-E,RandomForest,kit,F1 score,0.43478260869565216, +DUD-E,RandomForest,kit,recall,0.2777777777777778, +DUD-E,RandomForest,kit,precision,1.0, +DUD-E,RandomForest,kit,MCC,0.5231373504786204, +DUD-E,LogisticRegression,kit,AUROC,0.9455626780626781, +DUD-E,LogisticRegression,kit,BEDROC,0.8365477805842235, +DUD-E,LogisticRegression,kit,Enrichment factor 1%,49.148148148148145, +DUD-E,LogisticRegression,kit,Enrichment factor 5%,15.890002784739627, +DUD-E,LogisticRegression,kit,RIE,13.745128090997799, +DUD-E,LogisticRegression,kit,AUPRC,0.7830709531401747, +DUD-E,LogisticRegression,kit,accuracy,0.9894498869630746, +DUD-E,LogisticRegression,kit,F1 score,0.65, +DUD-E,LogisticRegression,kit,recall,0.48148148148148145, +DUD-E,LogisticRegression,kit,precision,1.0, +DUD-E,LogisticRegression,kit,MCC,0.690182252597495, +DUD-E,SimilaritySearch_Mean,kit,AUROC,0.8608547008547008, +DUD-E,SimilaritySearch_Mean,kit,BEDROC,0.6853307646364769, +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,11.260515383525634, +DUD-E,SimilaritySearch_Mean,kit,AUPRC,0.6078661557244309, +DUD-E,SimilaritySearch_Max,kit,AUROC,0.8943660968660969, +DUD-E,SimilaritySearch_Max,kit,BEDROC,0.7944020250822029, +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,13.052640681230898, +DUD-E,SimilaritySearch_Max,kit,AUPRC,0.7188609410671425, +DUD-E,LightGBM_Ranker,kit,AUROC,0.8316096866096866, +DUD-E,LightGBM_Ranker,kit,BEDROC,0.5200702036197704, +DUD-E,LightGBM_Ranker,kit,Enrichment factor 1%,27.304526748971192, +DUD-E,LightGBM_Ranker,kit,Enrichment factor 5%,10.346978557504872, +DUD-E,LightGBM_Ranker,kit,RIE,8.545156352185042, +DUD-E,LightGBM_Ranker,kit,AUPRC,0.36574145384281426, +DUD-E,LightGBM_Ranker,kit,accuracy,0.515825169555388, +DUD-E,LightGBM_Ranker,kit,F1 score,0.06951484431571325, +DUD-E,LightGBM_Ranker,kit,recall,0.8888888888888888, +DUD-E,LightGBM_Ranker,kit,precision,0.03617181612660136, +DUD-E,LightGBM_Ranker,kit,MCC,0.112089707663561, +DUD-E,RandomForest,kpcb,AUROC,0.9028061764083762, +DUD-E,RandomForest,kpcb,BEDROC,0.7362973619402378, +DUD-E,RandomForest,kpcb,Enrichment factor 1%,62.76923076923077, +DUD-E,RandomForest,kpcb,Enrichment factor 5%,14.536382536382536, +DUD-E,RandomForest,kpcb,RIE,13.120387979115577, +DUD-E,RandomForest,kpcb,AUPRC,0.6727937724412631, +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,0.9013784107734611, +DUD-E,LogisticRegression,kpcb,BEDROC,0.6308170977387306, +DUD-E,LogisticRegression,kpcb,Enrichment factor 1%,48.0, +DUD-E,LogisticRegression,kpcb,Enrichment factor 5%,12.24116424116424, +DUD-E,LogisticRegression,kpcb,RIE,11.240791423297953, +DUD-E,LogisticRegression,kpcb,AUPRC,0.5274502306057363, +DUD-E,LogisticRegression,kpcb,accuracy,0.9891304347826086, +DUD-E,LogisticRegression,kpcb,F1 score,0.14285714285714285, +DUD-E,LogisticRegression,kpcb,recall,0.07692307692307693, +DUD-E,LogisticRegression,kpcb,precision,1.0, +DUD-E,LogisticRegression,kpcb,MCC,0.2758372681123253, +DUD-E,SimilaritySearch_Mean,kpcb,AUROC,0.7387717690192485, +DUD-E,SimilaritySearch_Mean,kpcb,BEDROC,0.524199712551693, +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,9.340932037233072, +DUD-E,SimilaritySearch_Mean,kpcb,AUPRC,0.45519375446041727, +DUD-E,SimilaritySearch_Max,kpcb,AUROC,0.8280864415144892, +DUD-E,SimilaritySearch_Max,kpcb,BEDROC,0.7535881371937847, +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,13.428499471440782, +DUD-E,SimilaritySearch_Max,kpcb,AUPRC,0.7355732004527135, +DUD-E,LightGBM_Ranker,kpcb,AUROC,0.6946344214905167, +DUD-E,LightGBM_Ranker,kpcb,BEDROC,0.4095573215085109, +DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 1%,29.53846153846154, +DUD-E,LightGBM_Ranker,kpcb,Enrichment factor 5%,8.415800415800415, +DUD-E,LightGBM_Ranker,kpcb,RIE,7.298071744962555, +DUD-E,LightGBM_Ranker,kpcb,AUPRC,0.2768453869941294, +DUD-E,LightGBM_Ranker,kpcb,accuracy,0.5036231884057971, +DUD-E,LightGBM_Ranker,kpcb,F1 score,0.03008849557522124, +DUD-E,LightGBM_Ranker,kpcb,recall,0.6538461538461539, +DUD-E,LightGBM_Ranker,kpcb,precision,0.015398550724637682, +DUD-E,LightGBM_Ranker,kpcb,MCC,0.033587365465978666, +DUD-E,RandomForest,lck,AUROC,0.9321801243480028, +DUD-E,RandomForest,lck,BEDROC,0.8678224708102718, +DUD-E,RandomForest,lck,Enrichment factor 1%,68.18627450980392, +DUD-E,RandomForest,lck,Enrichment factor 5%,17.242506197881454, +DUD-E,RandomForest,lck,RIE,15.042645984795012, +DUD-E,RandomForest,lck,AUPRC,0.8254843337096003, +DUD-E,RandomForest,lck,accuracy,0.9889288281811647, +DUD-E,RandomForest,lck,F1 score,0.3937007874015748, +DUD-E,RandomForest,lck,recall,0.24509803921568626, +DUD-E,RandomForest,lck,precision,1.0, +DUD-E,RandomForest,lck,MCC,0.4923156788777352, +DUD-E,LogisticRegression,lck,AUROC,0.9651190404660333, +DUD-E,LogisticRegression,lck,BEDROC,0.8664392898065432, +DUD-E,LogisticRegression,lck,Enrichment factor 1%,67.21218487394958, +DUD-E,LogisticRegression,lck,Enrichment factor 5%,17.04656862745098, +DUD-E,LogisticRegression,lck,RIE,15.01867022615132, +DUD-E,LogisticRegression,lck,AUPRC,0.8236944941027641, +DUD-E,LogisticRegression,lck,accuracy,0.9939611790079079, +DUD-E,LogisticRegression,lck,F1 score,0.7439024390243902, +DUD-E,LogisticRegression,lck,recall,0.5980392156862745, +DUD-E,LogisticRegression,lck,precision,0.9838709677419355, +DUD-E,LogisticRegression,lck,MCC,0.7646525660919409, +DUD-E,SimilaritySearch_Mean,lck,AUROC,0.8521085655917118, +DUD-E,SimilaritySearch_Mean,lck,BEDROC,0.6798308012345706, +DUD-E,SimilaritySearch_Mean,lck,Enrichment factor 1%,49.67857142857142, +DUD-E,SimilaritySearch_Mean,lck,Enrichment factor 5%,12.931879648411087, +DUD-E,SimilaritySearch_Mean,lck,RIE,11.784039277052614, +DUD-E,SimilaritySearch_Mean,lck,AUPRC,0.572731090993837, +DUD-E,SimilaritySearch_Max,lck,AUROC,0.9196094168004281, +DUD-E,SimilaritySearch_Max,lck,BEDROC,0.8648561928196307, +DUD-E,SimilaritySearch_Max,lck,Enrichment factor 1%,68.18627450980392, +DUD-E,SimilaritySearch_Max,lck,Enrichment factor 5%,17.242506197881454, +DUD-E,SimilaritySearch_Max,lck,RIE,14.991229167341624, +DUD-E,SimilaritySearch_Max,lck,AUPRC,0.8288193536525778, +DUD-E,LightGBM_Ranker,lck,AUROC,0.880702025447564, +DUD-E,LightGBM_Ranker,lck,BEDROC,0.6907576523067203, +DUD-E,LightGBM_Ranker,lck,Enrichment factor 1%,49.67857142857142, +DUD-E,LightGBM_Ranker,lck,Enrichment factor 5%,13.519692359702502, +DUD-E,LightGBM_Ranker,lck,RIE,11.973442936685899, +DUD-E,LightGBM_Ranker,lck,AUPRC,0.5843676403227648, +DUD-E,LightGBM_Ranker,lck,accuracy,0.5121495327102804, +DUD-E,LightGBM_Ranker,lck,F1 score,0.051969823973176864, +DUD-E,LightGBM_Ranker,lck,recall,0.9117647058823529, +DUD-E,LightGBM_Ranker,lck,precision,0.026747195858498704, +DUD-E,LightGBM_Ranker,lck,MCC,0.10048810499655078, +DUD-E,RandomForest,mk01,AUROC,0.9530701754385964, +DUD-E,RandomForest,mk01,BEDROC,0.8688381814210218, +DUD-E,RandomForest,mk01,Enrichment factor 1%,68.05882352941177, +DUD-E,RandomForest,mk01,Enrichment factor 5%,17.601419878296145, +DUD-E,RandomForest,mk01,RIE,15.056318573556522, +DUD-E,RandomForest,mk01,AUPRC,0.8027556294922282, +DUD-E,RandomForest,mk01,accuracy,0.9887640449438202, +DUD-E,RandomForest,mk01,F1 score,0.38095238095238093, +DUD-E,RandomForest,mk01,recall,0.23529411764705882, +DUD-E,RandomForest,mk01,precision,1.0, +DUD-E,RandomForest,mk01,MCC,0.4823289248800343, +DUD-E,LogisticRegression,mk01,AUROC,0.9517027863777089, +DUD-E,LogisticRegression,mk01,BEDROC,0.7857141675777042, +DUD-E,LogisticRegression,mk01,Enrichment factor 1%,56.7156862745098, +DUD-E,LogisticRegression,mk01,Enrichment factor 5%,15.254563894523328, +DUD-E,LogisticRegression,mk01,RIE,13.61584132898206, +DUD-E,LogisticRegression,mk01,AUPRC,0.7217909196797105, +DUD-E,LogisticRegression,mk01,accuracy,0.9870354364736387, +DUD-E,LogisticRegression,mk01,F1 score,0.21052631578947367, +DUD-E,LogisticRegression,mk01,recall,0.11764705882352941, +DUD-E,LogisticRegression,mk01,precision,1.0, +DUD-E,LogisticRegression,mk01,MCC,0.34076263724578776, +DUD-E,SimilaritySearch_Mean,mk01,AUROC,0.7732714138286895, +DUD-E,SimilaritySearch_Mean,mk01,BEDROC,0.41024570119194803, +DUD-E,SimilaritySearch_Mean,mk01,Enrichment factor 1%,17.014705882352942, +DUD-E,SimilaritySearch_Mean,mk01,Enrichment factor 5%,8.213995943204868, +DUD-E,SimilaritySearch_Mean,mk01,RIE,7.109252476049371, +DUD-E,SimilaritySearch_Mean,mk01,AUPRC,0.22359512267608045, +DUD-E,SimilaritySearch_Max,mk01,AUROC,0.850515995872033, +DUD-E,SimilaritySearch_Max,mk01,BEDROC,0.7859678716411931, +DUD-E,SimilaritySearch_Max,mk01,Enrichment factor 1%,62.38725490196078, +DUD-E,SimilaritySearch_Max,mk01,Enrichment factor 5%,15.254563894523328, +DUD-E,SimilaritySearch_Max,mk01,RIE,13.620237831429606, +DUD-E,SimilaritySearch_Max,mk01,AUPRC,0.7485560645447751, +DUD-E,LightGBM_Ranker,mk01,AUROC,0.5156862745098039, +DUD-E,LightGBM_Ranker,mk01,BEDROC,0.20719911215853315, +DUD-E,LightGBM_Ranker,mk01,Enrichment factor 1%,11.343137254901961, +DUD-E,LightGBM_Ranker,mk01,Enrichment factor 5%,3.520283975659229, +DUD-E,LightGBM_Ranker,mk01,RIE,3.5906063283500256, +DUD-E,LightGBM_Ranker,mk01,AUPRC,0.13981234937703535, +DUD-E,LightGBM_Ranker,mk01,accuracy,0.4978392394122731, +DUD-E,LightGBM_Ranker,mk01,F1 score,0.023529411764705882, +DUD-E,LightGBM_Ranker,mk01,recall,0.4117647058823529, +DUD-E,LightGBM_Ranker,mk01,precision,0.012110726643598616, +DUD-E,LightGBM_Ranker,mk01,MCC,-0.02144431855981519, +DUD-E,RandomForest,mk10,AUROC,0.8974775699513382, +DUD-E,RandomForest,mk10,BEDROC,0.7365712062866225, +DUD-E,RandomForest,mk10,Enrichment factor 1%,43.13235294117647, +DUD-E,RandomForest,mk10,Enrichment factor 5%,14.964285714285714, +DUD-E,RandomForest,mk10,RIE,12.245034628286854, +DUD-E,RandomForest,mk10,AUPRC,0.6173181848086277, +DUD-E,RandomForest,mk10,accuracy,0.9850835322195705, +DUD-E,RandomForest,mk10,F1 score,0.358974358974359, +DUD-E,RandomForest,mk10,recall,0.21875, +DUD-E,RandomForest,mk10,precision,1.0, +DUD-E,RandomForest,mk10,MCC,0.46419105692348395, +DUD-E,LogisticRegression,mk10,AUROC,0.910507907542579, +DUD-E,LogisticRegression,mk10,BEDROC,0.7642954079354487, +DUD-E,LogisticRegression,mk10,Enrichment factor 1%,52.375, +DUD-E,LogisticRegression,mk10,Enrichment factor 5%,14.34077380952381, +DUD-E,LogisticRegression,mk10,RIE,12.705932101528091, +DUD-E,LogisticRegression,mk10,AUPRC,0.671352763399646, +DUD-E,LogisticRegression,mk10,accuracy,0.9880668257756563, +DUD-E,LogisticRegression,mk10,F1 score,0.5454545454545454, +DUD-E,LogisticRegression,mk10,recall,0.375, +DUD-E,LogisticRegression,mk10,precision,1.0, +DUD-E,LogisticRegression,mk10,MCC,0.6086811878656497, +DUD-E,SimilaritySearch_Mean,mk10,AUROC,0.8599832725060828, +DUD-E,SimilaritySearch_Mean,mk10,BEDROC,0.6778543194134392, +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,11.268903191240137, +DUD-E,SimilaritySearch_Mean,mk10,AUPRC,0.5607621894002525, +DUD-E,SimilaritySearch_Max,mk10,AUROC,0.9304003193430657, +DUD-E,SimilaritySearch_Max,mk10,BEDROC,0.7858449909288386, +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,13.064180410239128, +DUD-E,SimilaritySearch_Max,mk10,AUPRC,0.7078440313438726, +DUD-E,LightGBM_Ranker,mk10,AUROC,0.7598464111922141, +DUD-E,LightGBM_Ranker,mk10,BEDROC,0.4011804602288712, +DUD-E,LightGBM_Ranker,mk10,Enrichment factor 1%,27.727941176470587, +DUD-E,LightGBM_Ranker,mk10,Enrichment factor 5%,7.482142857142857, +DUD-E,LightGBM_Ranker,mk10,RIE,6.669373717847055, +DUD-E,LightGBM_Ranker,mk10,AUPRC,0.3119733480432814, +DUD-E,LightGBM_Ranker,mk10,accuracy,0.5119331742243437, +DUD-E,LightGBM_Ranker,mk10,F1 score,0.059770114942528735, +DUD-E,LightGBM_Ranker,mk10,recall,0.8125, +DUD-E,LightGBM_Ranker,mk10,precision,0.031026252983293555, +DUD-E,LightGBM_Ranker,mk10,MCC,0.08719751330189447, +DUD-E,RandomForest,mp2k1,AUROC,0.8685994123408423, +DUD-E,RandomForest,mp2k1,BEDROC,0.7272915264665357, +DUD-E,RandomForest,mp2k1,Enrichment factor 1%,62.994285714285716, +DUD-E,RandomForest,mp2k1,Enrichment factor 5%,13.515, +DUD-E,RandomForest,mp2k1,RIE,12.920213866650196, +DUD-E,RandomForest,mp2k1,AUPRC,0.664861793384927, +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,0.9242115572967678, +DUD-E,LogisticRegression,mp2k1,BEDROC,0.7207164056791155, +DUD-E,LogisticRegression,mp2k1,Enrichment factor 1%,55.12, +DUD-E,LogisticRegression,mp2k1,Enrichment factor 5%,13.515, +DUD-E,LogisticRegression,mp2k1,RIE,12.80340793206353, +DUD-E,LogisticRegression,mp2k1,AUPRC,0.6207440988606028, +DUD-E,LogisticRegression,mp2k1,accuracy,0.9912917271407837, +DUD-E,LogisticRegression,mp2k1,F1 score,0.4375, +DUD-E,LogisticRegression,mp2k1,recall,0.28, +DUD-E,LogisticRegression,mp2k1,precision,1.0, +DUD-E,LogisticRegression,mp2k1,MCC,0.5268333683986355, +DUD-E,SimilaritySearch_Mean,mp2k1,AUROC,0.7540450538687561, +DUD-E,SimilaritySearch_Mean,mp2k1,BEDROC,0.49758101673245436, +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,8.839444609117493, +DUD-E,SimilaritySearch_Mean,mp2k1,AUPRC,0.37299462981022136, +DUD-E,SimilaritySearch_Max,mp2k1,AUROC,0.8075122428991185, +DUD-E,SimilaritySearch_Max,mp2k1,BEDROC,0.7103699303331796, +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,12.619604506767962, +DUD-E,SimilaritySearch_Max,mp2k1,AUPRC,0.6554084045210463, +DUD-E,LightGBM_Ranker,mp2k1,AUROC,0.6329676787463272, +DUD-E,LightGBM_Ranker,mp2k1,BEDROC,0.21502265009922658, +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,3.819841904172315, +DUD-E,LightGBM_Ranker,mp2k1,AUPRC,0.14491257060597823, +DUD-E,LightGBM_Ranker,mp2k1,accuracy,0.5026608611514272, +DUD-E,LightGBM_Ranker,mp2k1,F1 score,0.02835538752362949, +DUD-E,LightGBM_Ranker,mp2k1,recall,0.6, +DUD-E,LightGBM_Ranker,mp2k1,precision,0.01452081316553727, +DUD-E,LightGBM_Ranker,mp2k1,MCC,0.02218306012890329, +DUD-E,RandomForest,pa2ga,AUROC,0.9146764252696455, +DUD-E,RandomForest,pa2ga,BEDROC,0.7580986895617998, +DUD-E,RandomForest,pa2ga,Enrichment factor 1%,66.93877551020408, +DUD-E,RandomForest,pa2ga,Enrichment factor 5%,14.199134199134198, +DUD-E,RandomForest,pa2ga,RIE,13.65328670651869, +DUD-E,RandomForest,pa2ga,AUPRC,0.704977425227634, +DUD-E,RandomForest,pa2ga,accuracy,0.9946646341463414, +DUD-E,RandomForest,pa2ga,F1 score,0.6666666666666666, +DUD-E,RandomForest,pa2ga,recall,0.5, +DUD-E,RandomForest,pa2ga,precision,1.0, +DUD-E,RandomForest,pa2ga,MCC,0.7052077762353698, +DUD-E,LogisticRegression,pa2ga,AUROC,0.9419986792868149, +DUD-E,LogisticRegression,pa2ga,BEDROC,0.740449110336635, +DUD-E,LogisticRegression,pa2ga,Enrichment factor 1%,60.244897959183675, +DUD-E,LogisticRegression,pa2ga,Enrichment factor 5%,14.199134199134198, +DUD-E,LogisticRegression,pa2ga,RIE,13.335419431561593, +DUD-E,LogisticRegression,pa2ga,AUPRC,0.6992988157119977, +DUD-E,LogisticRegression,pa2ga,accuracy,0.9961890243902439, +DUD-E,LogisticRegression,pa2ga,F1 score,0.782608695652174, +DUD-E,LogisticRegression,pa2ga,recall,0.6428571428571429, +DUD-E,LogisticRegression,pa2ga,precision,1.0, +DUD-E,LogisticRegression,pa2ga,MCC,0.8002439053690159, +DUD-E,SimilaritySearch_Mean,pa2ga,AUROC,0.74768875192604, +DUD-E,SimilaritySearch_Mean,pa2ga,BEDROC,0.6157861821367346, +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,11.090251727020796, +DUD-E,SimilaritySearch_Mean,pa2ga,AUPRC,0.536969444957587, +DUD-E,SimilaritySearch_Max,pa2ga,AUROC,0.775313669381466, +DUD-E,SimilaritySearch_Max,pa2ga,BEDROC,0.7357800185834366, +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,13.251329524761, +DUD-E,SimilaritySearch_Max,pa2ga,AUPRC,0.7181730570184655, +DUD-E,LightGBM_Ranker,pa2ga,AUROC,0.6620074840413823, +DUD-E,LightGBM_Ranker,pa2ga,BEDROC,0.3196719664192282, +DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 1%,26.77551020408163, +DUD-E,LightGBM_Ranker,pa2ga,Enrichment factor 5%,5.67965367965368, +DUD-E,LightGBM_Ranker,pa2ga,RIE,5.757262332464731, +DUD-E,LightGBM_Ranker,pa2ga,AUPRC,0.24685874901231436, +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,0.910529255690546, +DUD-E,RandomForest,plk1,BEDROC,0.7777606726785022, +DUD-E,RandomForest,plk1,Enrichment factor 1%,68.4920634920635, +DUD-E,RandomForest,plk1,Enrichment factor 5%,15.115489874110565, +DUD-E,RandomForest,plk1,RIE,13.80724216859032, +DUD-E,RandomForest,plk1,AUPRC,0.7377940991215153, +DUD-E,RandomForest,plk1,accuracy,0.9913093858632677, +DUD-E,RandomForest,plk1,F1 score,0.4444444444444444, +DUD-E,RandomForest,plk1,recall,0.2857142857142857, +DUD-E,RandomForest,plk1,precision,1.0, +DUD-E,RandomForest,plk1,MCC,0.5321866132872249, +DUD-E,LogisticRegression,plk1,AUROC,0.9284178187403994, +DUD-E,LogisticRegression,plk1,BEDROC,0.771661186651096, +DUD-E,LogisticRegression,plk1,Enrichment factor 1%,59.35978835978837, +DUD-E,LogisticRegression,plk1,Enrichment factor 5%,15.115489874110565, +DUD-E,LogisticRegression,plk1,RIE,13.698960683863627, +DUD-E,LogisticRegression,plk1,AUPRC,0.7056948749769655, +DUD-E,LogisticRegression,plk1,accuracy,0.9942062572421785, +DUD-E,LogisticRegression,plk1,F1 score,0.6875, +DUD-E,LogisticRegression,plk1,recall,0.5238095238095238, +DUD-E,LogisticRegression,plk1,precision,1.0, +DUD-E,LogisticRegression,plk1,MCC,0.7216337304144388, +DUD-E,SimilaritySearch_Mean,plk1,AUROC,0.7779360424521715, +DUD-E,SimilaritySearch_Mean,plk1,BEDROC,0.5625386249253532, +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,9.986500097550591, +DUD-E,SimilaritySearch_Mean,plk1,AUPRC,0.45375999294167974, +DUD-E,SimilaritySearch_Max,plk1,AUROC,0.8559698366149979, +DUD-E,SimilaritySearch_Max,plk1,BEDROC,0.7629179460633567, +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,13.54374579068915, +DUD-E,SimilaritySearch_Max,plk1,AUPRC,0.7084165505172847, +DUD-E,LightGBM_Ranker,plk1,AUROC,0.5746404133500908, +DUD-E,LightGBM_Ranker,plk1,BEDROC,0.30072976156523007, +DUD-E,LightGBM_Ranker,plk1,Enrichment factor 1%,22.830687830687832, +DUD-E,LightGBM_Ranker,plk1,Enrichment factor 5%,5.668308702791461, +DUD-E,LightGBM_Ranker,plk1,RIE,5.338722840276176, +DUD-E,LightGBM_Ranker,plk1,AUPRC,0.1353376795866782, +DUD-E,LightGBM_Ranker,plk1,accuracy,0.5017381228273464, +DUD-E,LightGBM_Ranker,plk1,F1 score,0.027149321266968326, +DUD-E,LightGBM_Ranker,plk1,recall,0.5714285714285714, +DUD-E,LightGBM_Ranker,plk1,precision,0.013904982618771726, +DUD-E,LightGBM_Ranker,plk1,MCC,0.015854385566275418, +DUD-E,RandomForest,ptn1,AUROC,0.9663088316497224, +DUD-E,RandomForest,ptn1,BEDROC,0.8902970719267675, +DUD-E,RandomForest,ptn1,Enrichment factor 1%,54.26470588235294, +DUD-E,RandomForest,ptn1,Enrichment factor 5%,16.92125237191651, +DUD-E,RandomForest,ptn1,RIE,14.893187935838775, +DUD-E,RandomForest,ptn1,AUPRC,0.828944991763809, +DUD-E,RandomForest,ptn1,accuracy,0.9853658536585366, +DUD-E,RandomForest,ptn1,F1 score,0.34146341463414637, +DUD-E,RandomForest,ptn1,recall,0.20588235294117646, +DUD-E,RandomForest,ptn1,precision,1.0, +DUD-E,RandomForest,ptn1,MCC,0.45039756418038596, +DUD-E,LogisticRegression,ptn1,AUROC,0.9884691590606425, +DUD-E,LogisticRegression,ptn1,BEDROC,0.8834173571528555, +DUD-E,LogisticRegression,ptn1,Enrichment factor 1%,51.408668730650156, +DUD-E,LogisticRegression,ptn1,Enrichment factor 5%,17.504743833017077, +DUD-E,LogisticRegression,ptn1,RIE,14.778101760717286, +DUD-E,LogisticRegression,ptn1,AUPRC,0.8079335094221574, +DUD-E,LogisticRegression,ptn1,accuracy,0.9875338753387534, +DUD-E,LogisticRegression,ptn1,F1 score,0.4888888888888889, +DUD-E,LogisticRegression,ptn1,recall,0.3235294117647059, +DUD-E,LogisticRegression,ptn1,precision,1.0, +DUD-E,LogisticRegression,ptn1,MCC,0.5652185980968905, +DUD-E,SimilaritySearch_Mean,ptn1,AUROC,0.8593237405398383, +DUD-E,SimilaritySearch_Mean,ptn1,BEDROC,0.5672669660192675, +DUD-E,SimilaritySearch_Mean,ptn1,Enrichment factor 1%,39.984520123839005, +DUD-E,SimilaritySearch_Mean,ptn1,Enrichment factor 5%,10.502846299810248, +DUD-E,SimilaritySearch_Mean,ptn1,RIE,9.489432030294982, +DUD-E,SimilaritySearch_Mean,ptn1,AUPRC,0.48778525268772815, +DUD-E,SimilaritySearch_Max,ptn1,AUROC,0.9609088251534739, +DUD-E,SimilaritySearch_Max,ptn1,BEDROC,0.8644587516264959, +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,14.460955851712516, +DUD-E,SimilaritySearch_Max,ptn1,AUPRC,0.8326185912884135, +DUD-E,LightGBM_Ranker,ptn1,AUROC,0.804657810114659, +DUD-E,LightGBM_Ranker,ptn1,BEDROC,0.4270441700586938, +DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 1%,19.992260061919502, +DUD-E,LightGBM_Ranker,ptn1,Enrichment factor 5%,7.001897533206831, +DUD-E,LightGBM_Ranker,ptn1,RIE,7.143738090607546, +DUD-E,LightGBM_Ranker,ptn1,AUPRC,0.29171962087677683, +DUD-E,LightGBM_Ranker,ptn1,accuracy,0.5132791327913279, +DUD-E,LightGBM_Ranker,ptn1,F1 score,0.060669456066945605, +DUD-E,LightGBM_Ranker,ptn1,recall,0.8529411764705882, +DUD-E,LightGBM_Ranker,ptn1,precision,0.031453362255965296, +DUD-E,LightGBM_Ranker,ptn1,MCC,0.09679344851267442, +DUD-E,RandomForest,pygm,AUROC,0.998997995991984, +DUD-E,RandomForest,pygm,BEDROC,0.9848678240371131, +DUD-E,RandomForest,pygm,Enrichment factor 1%,80.02272727272727, +DUD-E,RandomForest,pygm,Enrichment factor 5%,19.725490196078432, +DUD-E,RandomForest,pygm,RIE,18.210809313116073, +DUD-E,RandomForest,pygm,AUPRC,0.9338235294117647, +DUD-E,RandomForest,pygm,accuracy,0.9960238568588469, +DUD-E,RandomForest,pygm,F1 score,0.6666666666666666, +DUD-E,RandomForest,pygm,recall,0.5, +DUD-E,RandomForest,pygm,precision,1.0, +DUD-E,RandomForest,pygm,MCC,0.7056939790135439, +DUD-E,LogisticRegression,pygm,AUROC,1.0, +DUD-E,LogisticRegression,pygm,BEDROC,1.000000000000005, +DUD-E,LogisticRegression,pygm,Enrichment factor 1%,91.45454545454545, +DUD-E,LogisticRegression,pygm,Enrichment factor 5%,19.725490196078432, +DUD-E,LogisticRegression,pygm,RIE,18.49061251467363, +DUD-E,LogisticRegression,pygm,AUPRC,1.0, +DUD-E,LogisticRegression,pygm,accuracy,0.9970178926441352, +DUD-E,LogisticRegression,pygm,F1 score,0.7692307692307693, +DUD-E,LogisticRegression,pygm,recall,0.625, +DUD-E,LogisticRegression,pygm,precision,1.0, +DUD-E,LogisticRegression,pygm,MCC,0.7893838566419212, +DUD-E,SimilaritySearch_Mean,pygm,AUROC,0.7864478957915833, +DUD-E,SimilaritySearch_Mean,pygm,BEDROC,0.6438034169491945, +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,11.904319534345998, +DUD-E,SimilaritySearch_Mean,pygm,AUPRC,0.6304799328813094, +DUD-E,SimilaritySearch_Max,pygm,AUROC,0.9809619238476953, +DUD-E,SimilaritySearch_Max,pygm,BEDROC,0.8891965940181976, +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,16.441789674308904, +DUD-E,SimilaritySearch_Max,pygm,AUPRC,0.88125, +DUD-E,LightGBM_Ranker,pygm,AUROC,0.752254509018036, +DUD-E,LightGBM_Ranker,pygm,BEDROC,0.36157379526777267, +DUD-E,LightGBM_Ranker,pygm,Enrichment factor 1%,22.863636363636363, +DUD-E,LightGBM_Ranker,pygm,Enrichment factor 5%,4.931372549019608, +DUD-E,LightGBM_Ranker,pygm,RIE,6.6857209722825575, +DUD-E,LightGBM_Ranker,pygm,AUPRC,0.27489832491293514, +DUD-E,LightGBM_Ranker,pygm,accuracy,0.5059642147117296, +DUD-E,LightGBM_Ranker,pygm,F1 score,0.0273972602739726, +DUD-E,LightGBM_Ranker,pygm,recall,0.875, +DUD-E,LightGBM_Ranker,pygm,precision,0.013916500994035786, +DUD-E,LightGBM_Ranker,pygm,MCC,0.06714922215537679, +DUD-E,RandomForest,src,AUROC,0.9273539193833242, +DUD-E,RandomForest,src,BEDROC,0.8247753159276707, +DUD-E,RandomForest,src,Enrichment factor 1%,70.08260869565217, +DUD-E,RandomForest,src,Enrichment factor 5%,16.340361326186223, +DUD-E,RandomForest,src,RIE,14.506876922312209, +DUD-E,RandomForest,src,AUPRC,0.7689301627757616, +DUD-E,RandomForest,src,accuracy,0.9905207857469164, +DUD-E,RandomForest,src,F1 score,0.43537414965986393, +DUD-E,RandomForest,src,recall,0.2782608695652174, +DUD-E,RandomForest,src,precision,1.0, +DUD-E,RandomForest,src,MCC,0.5249890474953096, +DUD-E,LogisticRegression,src,AUROC,0.9709635056329028, +DUD-E,LogisticRegression,src,BEDROC,0.8461891042768598, +DUD-E,LogisticRegression,src,Enrichment factor 1%,65.75652173913043, +DUD-E,LogisticRegression,src,Enrichment factor 5%,16.861862219575144, +DUD-E,LogisticRegression,src,RIE,14.883521549052999, +DUD-E,LogisticRegression,src,AUPRC,0.7838614317356603, +DUD-E,LogisticRegression,src,accuracy,0.9937185929648241, +DUD-E,LogisticRegression,src,F1 score,0.6892655367231638, +DUD-E,LogisticRegression,src,recall,0.5304347826086957, +DUD-E,LogisticRegression,src,precision,0.9838709677419355, +DUD-E,LogisticRegression,src,MCC,0.7200497308779367, +DUD-E,SimilaritySearch_Mean,src,AUROC,0.7584589142762261, +DUD-E,SimilaritySearch_Mean,src,BEDROC,0.5531167488836646, +DUD-E,SimilaritySearch_Mean,src,Enrichment factor 1%,39.8, +DUD-E,SimilaritySearch_Mean,src,Enrichment factor 5%,11.125352392297003, +DUD-E,SimilaritySearch_Mean,src,RIE,9.728706057972731, +DUD-E,SimilaritySearch_Mean,src,AUPRC,0.4355568180056948, +DUD-E,SimilaritySearch_Max,src,AUROC,0.9187563838726396, +DUD-E,SimilaritySearch_Max,src,BEDROC,0.8290672967155323, +DUD-E,SimilaritySearch_Max,src,Enrichment factor 1%,69.21739130434783, +DUD-E,SimilaritySearch_Max,src,Enrichment factor 5%,16.688028588445505, +DUD-E,SimilaritySearch_Max,src,RIE,14.582368072008006, +DUD-E,SimilaritySearch_Max,src,AUPRC,0.7735635893770931, +DUD-E,LightGBM_Ranker,src,AUROC,0.8946312574530926, +DUD-E,LightGBM_Ranker,src,BEDROC,0.6603205436525835, +DUD-E,LightGBM_Ranker,src,Enrichment factor 1%,45.856521739130436, +DUD-E,LightGBM_Ranker,src,Enrichment factor 5%,12.863688703593409, +DUD-E,LightGBM_Ranker,src,RIE,11.61430110577588, +DUD-E,LightGBM_Ranker,src,AUPRC,0.5296551488545754, +DUD-E,LightGBM_Ranker,src,accuracy,0.5115349474645957, +DUD-E,LightGBM_Ranker,src,F1 score,0.0480747829957712, +DUD-E,LightGBM_Ranker,src,recall,0.9391304347826087, +DUD-E,LightGBM_Ranker,src,precision,0.02466879853814527, +DUD-E,LightGBM_Ranker,src,MCC,0.10131889648810477, +WELQRATE,LightGBM_Ranker,AID1798,AUPRC,0.004463872357852373, +WELQRATE,LightGBM_Ranker,AID1798,AUROC,0.59253486248827, +WELQRATE,LightGBM_Ranker,AID1798,BEDROC,0.09303337468274418, +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 1%,1.9712599984160923, +WELQRATE,LightGBM_Ranker,AID1798,Enrichment factor 5%,2.1301044082925347, +WELQRATE,LightGBM_Ranker,AID1798,F1 score,0.006357802133486146, +WELQRATE,LightGBM_Ranker,AID1798,MCC,0.013015275881700272, +WELQRATE,LightGBM_Ranker,AID1798,RIE,1.8153540861198671, +WELQRATE,LightGBM_Ranker,AID1798,accuracy,0.5006588700378851, +WELQRATE,LightGBM_Ranker,AID1798,precision,0.0031955196837423817, +WELQRATE,LightGBM_Ranker,AID1798,recall,0.6294794044419232, +WELQRATE,LogisticRegression,AID1798,AUPRC,0.018893247141377644, +WELQRATE,LogisticRegression,AID1798,AUROC,0.667053038080011, +WELQRATE,LogisticRegression,AID1798,BEDROC,0.20545162797903668, +WELQRATE,LogisticRegression,AID1798,Enrichment factor 1%,10.944631055466212, +WELQRATE,LogisticRegression,AID1798,Enrichment factor 5%,4.695314384207849, +WELQRATE,LogisticRegression,AID1798,F1 score,0.0, +WELQRATE,LogisticRegression,AID1798,MCC,0.0, +WELQRATE,LogisticRegression,AID1798,RIE,4.00479679854925, +WELQRATE,LogisticRegression,AID1798,accuracy,0.9974633503541426, +WELQRATE,LogisticRegression,AID1798,precision,0.0, +WELQRATE,LogisticRegression,AID1798,recall,0.0, +WELQRATE,RandomForest,AID1798,AUPRC,0.016730029112630235, +WELQRATE,RandomForest,AID1798,AUROC,0.6209201143280009, +WELQRATE,RandomForest,AID1798,BEDROC,0.21078647551343926, +WELQRATE,RandomForest,AID1798,Enrichment factor 1%,10.498652132359458, +WELQRATE,RandomForest,AID1798,Enrichment factor 5%,4.135105569844287, +WELQRATE,RandomForest,AID1798,F1 score,0.0, +WELQRATE,RandomForest,AID1798,MCC,-0.0002668682148568044, +WELQRATE,RandomForest,AID1798,RIE,4.10847142237097, +WELQRATE,RandomForest,AID1798,accuracy,0.9974139351013014, +WELQRATE,RandomForest,AID1798,precision,0.0, +WELQRATE,RandomForest,AID1798,recall,0.0, +WELQRATE,SimilaritySearch_Max,AID1798,AUPRC,0.01428227161550422, +WELQRATE,SimilaritySearch_Max,AID1798,AUROC,0.5710335005889242, +WELQRATE,SimilaritySearch_Max,AID1798,BEDROC,0.14133756840399805, +WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 1%,5.300329332453844, +WELQRATE,SimilaritySearch_Max,AID1798,Enrichment factor 5%,2.804420259050181, +WELQRATE,SimilaritySearch_Max,AID1798,RIE,2.7554366397239733, +WELQRATE,SimilaritySearch_Mean,AID1798,AUPRC,0.005699555661754266, +WELQRATE,SimilaritySearch_Mean,AID1798,AUROC,0.5583453984387298, +WELQRATE,SimilaritySearch_Mean,AID1798,BEDROC,0.13511444723758415, +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 1%,5.433791426543411, +WELQRATE,SimilaritySearch_Mean,AID1798,Enrichment factor 5%,2.7891127789886467, +WELQRATE,SimilaritySearch_Mean,AID1798,RIE,2.6358550863125734, +WELQRATE,LightGBM_Ranker,AID1843,AUPRC,0.015068962688025867, +WELQRATE,LightGBM_Ranker,AID1843,AUROC,0.7369877900244106, +WELQRATE,LightGBM_Ranker,AID1843,BEDROC,0.2693080752909522, +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 1%,15.449960561940435, +WELQRATE,LightGBM_Ranker,AID1843,Enrichment factor 5%,6.183923256535522, +WELQRATE,LightGBM_Ranker,AID1843,F1 score,0.0018155456567693438, +WELQRATE,LightGBM_Ranker,AID1843,MCC,0.01374288301847883, +WELQRATE,LightGBM_Ranker,AID1843,RIE,5.354587083129231, +WELQRATE,LightGBM_Ranker,AID1843,accuracy,0.5003330095740253, +WELQRATE,LightGBM_Ranker,AID1843,precision,0.0009088441644450843, +WELQRATE,LightGBM_Ranker,AID1843,recall,0.7882124935995904, +WELQRATE,LogisticRegression,AID1843,AUPRC,0.027571148835001676, +WELQRATE,LogisticRegression,AID1843,AUROC,0.8314256190651534, +WELQRATE,LogisticRegression,AID1843,BEDROC,0.35968080000356933, +WELQRATE,LogisticRegression,AID1843,Enrichment factor 1%,20.70539689638924, +WELQRATE,LogisticRegression,AID1843,Enrichment factor 5%,7.642378140907226, +WELQRATE,LogisticRegression,AID1843,F1 score,0.0, +WELQRATE,LogisticRegression,AID1843,MCC,0.0, +WELQRATE,LogisticRegression,AID1843,RIE,7.152047590181996, +WELQRATE,LogisticRegression,AID1843,accuracy,0.9994207020951853, +WELQRATE,LogisticRegression,AID1843,precision,0.0, +WELQRATE,LogisticRegression,AID1843,recall,0.0, +WELQRATE,RandomForest,AID1843,AUPRC,0.005178686344394305, +WELQRATE,RandomForest,AID1843,AUROC,0.6389523157821124, +WELQRATE,RandomForest,AID1843,BEDROC,0.36410878693142046, +WELQRATE,RandomForest,AID1843,Enrichment factor 1%,20.650446512098437, +WELQRATE,RandomForest,AID1843,Enrichment factor 5%,7.523912217371853, +WELQRATE,RandomForest,AID1843,F1 score,0.0, +WELQRATE,RandomForest,AID1843,MCC,-6.179423788930324e-05, +WELQRATE,RandomForest,AID1843,RIE,7.23980389587804, +WELQRATE,RandomForest,AID1843,accuracy,0.9994102955459969, +WELQRATE,RandomForest,AID1843,precision,0.0, +WELQRATE,RandomForest,AID1843,recall,0.0, +WELQRATE,SimilaritySearch_Max,AID1843,AUPRC,0.0036985984612494965, +WELQRATE,SimilaritySearch_Max,AID1843,AUROC,0.7203735634399347, +WELQRATE,SimilaritySearch_Max,AID1843,BEDROC,0.2416360910349557, +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 1%,11.15569547449997, +WELQRATE,SimilaritySearch_Max,AID1843,Enrichment factor 5%,5.321125971960922, +WELQRATE,SimilaritySearch_Max,AID1843,RIE,4.804487749209679, +WELQRATE,SimilaritySearch_Mean,AID1843,AUPRC,0.0018005145710712576, +WELQRATE,SimilaritySearch_Mean,AID1843,AUROC,0.6314382133371742, +WELQRATE,SimilaritySearch_Mean,AID1843,BEDROC,0.1390569289741669, +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 1%,4.140414244272465, +WELQRATE,SimilaritySearch_Mean,AID1843,Enrichment factor 5%,3.5636442141273803, +WELQRATE,SimilaritySearch_Mean,AID1843,RIE,2.76531878543076, +WELQRATE,LightGBM_Ranker,AID2258,AUPRC,0.011198976868760707, +WELQRATE,LightGBM_Ranker,AID2258,AUROC,0.6473894437650877, +WELQRATE,LightGBM_Ranker,AID2258,BEDROC,0.17280092428650023, +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 1%,9.630449860826488, +WELQRATE,LightGBM_Ranker,AID2258,Enrichment factor 5%,3.7726795460221707, +WELQRATE,LightGBM_Ranker,AID2258,F1 score,0.0025139194906033274, +WELQRATE,LightGBM_Ranker,AID2258,MCC,0.012259770255744557, +WELQRATE,LightGBM_Ranker,AID2258,RIE,3.4251861318312606, +WELQRATE,LightGBM_Ranker,AID2258,accuracy,0.5003753351206435, +WELQRATE,LightGBM_Ranker,AID2258,precision,0.0012592105718338118, +WELQRATE,LightGBM_Ranker,AID2258,recall,0.7048936497675993, +WELQRATE,LogisticRegression,AID2258,AUPRC,0.007132346320398894, +WELQRATE,LogisticRegression,AID2258,AUROC,0.7808774290042073, +WELQRATE,LogisticRegression,AID2258,BEDROC,0.31442493861281645, +WELQRATE,LogisticRegression,AID2258,Enrichment factor 1%,14.546775882400258, +WELQRATE,LogisticRegression,AID2258,Enrichment factor 5%,7.177861708715096, +WELQRATE,LogisticRegression,AID2258,F1 score,0.0, +WELQRATE,LogisticRegression,AID2258,MCC,0.0, +WELQRATE,LogisticRegression,AID2258,RIE,6.232491614630631, +WELQRATE,LogisticRegression,AID2258,accuracy,0.9991074980541382, +WELQRATE,LogisticRegression,AID2258,precision,0.0, +WELQRATE,LogisticRegression,AID2258,recall,0.0, +WELQRATE,RandomForest,AID2258,AUPRC,0.049446003925528725, +WELQRATE,RandomForest,AID2258,AUROC,0.6855174819593, +WELQRATE,RandomForest,AID2258,BEDROC,0.38613613706211475, +WELQRATE,RandomForest,AID2258,Enrichment factor 1%,23.813390293011054, +WELQRATE,RandomForest,AID2258,Enrichment factor 5%,10.127883308819364, +WELQRATE,RandomForest,AID2258,F1 score,0.013793103448275862, +WELQRATE,RandomForest,AID2258,MCC,0.03775383448750593, +WELQRATE,RandomForest,AID2258,RIE,7.65402360201089, +WELQRATE,RandomForest,AID2258,accuracy,0.999110957364006, +WELQRATE,RandomForest,AID2258,precision,0.2, +WELQRATE,RandomForest,AID2258,recall,0.007142857142857143, +WELQRATE,SimilaritySearch_Max,AID2258,AUPRC,0.0315942400230939, +WELQRATE,SimilaritySearch_Max,AID2258,AUROC,0.7371460306374364, +WELQRATE,SimilaritySearch_Max,AID2258,BEDROC,0.2950367802456392, +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 1%,17.724395502853728, +WELQRATE,SimilaritySearch_Max,AID2258,Enrichment factor 5%,6.595869993368924, +WELQRATE,SimilaritySearch_Max,AID2258,RIE,5.848382132571593, +WELQRATE,SimilaritySearch_Mean,AID2258,AUPRC,0.002790681155620834, +WELQRATE,SimilaritySearch_Mean,AID2258,AUROC,0.5579719325918601, +WELQRATE,SimilaritySearch_Mean,AID2258,BEDROC,0.12415704180624439, +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 1%,3.4639810152837542, +WELQRATE,SimilaritySearch_Mean,AID2258,Enrichment factor 5%,2.3939290824224218, +WELQRATE,SimilaritySearch_Mean,AID2258,RIE,2.4610686404448185, +WELQRATE,LightGBM_Ranker,AID2689,AUPRC,0.017982586475147364, +WELQRATE,LightGBM_Ranker,AID2689,AUROC,0.7390789538792532, +WELQRATE,LightGBM_Ranker,AID2689,BEDROC,0.2707192423878984, +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 1%,9.821123426382048, +WELQRATE,LightGBM_Ranker,AID2689,Enrichment factor 5%,6.991355774493705, +WELQRATE,LightGBM_Ranker,AID2689,F1 score,0.0011421354380797008, +WELQRATE,LightGBM_Ranker,AID2689,MCC,0.01099758675288377, +WELQRATE,LightGBM_Ranker,AID2689,RIE,5.394498060678459, +WELQRATE,LightGBM_Ranker,AID2689,accuracy,0.5002282617620495, +WELQRATE,LightGBM_Ranker,AID2689,precision,0.000571493505728892, +WELQRATE,LightGBM_Ranker,AID2689,recall,0.784140350877193, +WELQRATE,LogisticRegression,AID2689,AUPRC,0.014191037271701543, +WELQRATE,LogisticRegression,AID2689,AUROC,0.8956886847101728, +WELQRATE,LogisticRegression,AID2689,BEDROC,0.47304415549783263, +WELQRATE,LogisticRegression,AID2689,Enrichment factor 1%,27.644221401204156, +WELQRATE,LogisticRegression,AID2689,Enrichment factor 5%,11.612555281882868, +WELQRATE,LogisticRegression,AID2689,F1 score,0.0, +WELQRATE,LogisticRegression,AID2689,MCC,0.0, +WELQRATE,LogisticRegression,AID2689,RIE,9.42642943849851, +WELQRATE,LogisticRegression,AID2689,accuracy,0.9996420067329008, +WELQRATE,LogisticRegression,AID2689,precision,0.0, +WELQRATE,LogisticRegression,AID2689,recall,0.0, +WELQRATE,RandomForest,AID2689,AUPRC,0.024142682349492534, +WELQRATE,RandomForest,AID2689,AUROC,0.702293475530438, +WELQRATE,RandomForest,AID2689,BEDROC,0.5141669406184383, +WELQRATE,RandomForest,AID2689,Enrichment factor 1%,30.682568418171865, +WELQRATE,RandomForest,AID2689,Enrichment factor 5%,9.34835522714833, +WELQRATE,RandomForest,AID2689,F1 score,0.0, +WELQRATE,RandomForest,AID2689,MCC,0.0, +WELQRATE,RandomForest,AID2689,RIE,10.246526725188417, +WELQRATE,RandomForest,AID2689,accuracy,0.9996420067329008, +WELQRATE,RandomForest,AID2689,precision,0.0, +WELQRATE,RandomForest,AID2689,recall,0.0, +WELQRATE,SimilaritySearch_Max,AID2689,AUPRC,0.011359920495404224, +WELQRATE,SimilaritySearch_Max,AID2689,AUROC,0.741442746152045, +WELQRATE,SimilaritySearch_Max,AID2689,BEDROC,0.38767374996155485, +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 1%,24.158542692939243, +WELQRATE,SimilaritySearch_Max,AID2689,Enrichment factor 5%,8.703495894909688, +WELQRATE,SimilaritySearch_Max,AID2689,RIE,7.725100321966934, +WELQRATE,SimilaritySearch_Mean,AID2689,AUPRC,0.001072747538618165, +WELQRATE,SimilaritySearch_Mean,AID2689,AUROC,0.6601520661440716, +WELQRATE,SimilaritySearch_Mean,AID2689,BEDROC,0.15921107379538327, +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 1%,3.1997372742200327, +WELQRATE,SimilaritySearch_Mean,AID2689,Enrichment factor 5%,4.0512463054187196, +WELQRATE,SimilaritySearch_Mean,AID2689,RIE,3.172329494961822, +WELQRATE,LightGBM_Ranker,AID435008,AUPRC,0.00776866816931442, +WELQRATE,LightGBM_Ranker,AID435008,AUROC,0.6075399978830214, +WELQRATE,LightGBM_Ranker,AID435008,BEDROC,0.09413630167773644, +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 1%,3.794005888566823, +WELQRATE,LightGBM_Ranker,AID435008,Enrichment factor 5%,1.6172231024826584, +WELQRATE,LightGBM_Ranker,AID435008,F1 score,0.0014414981932104722, +WELQRATE,LightGBM_Ranker,AID435008,MCC,0.006507110163140631, +WELQRATE,LightGBM_Ranker,AID435008,RIE,1.8720584928169024, +WELQRATE,LightGBM_Ranker,AID435008,accuracy,0.5001462653578626, +WELQRATE,LightGBM_Ranker,AID435008,precision,0.0007215757654553728, +WELQRATE,LightGBM_Ranker,AID435008,recall,0.6451803900720309, +WELQRATE,LogisticRegression,AID435008,AUPRC,0.005474867663152043, +WELQRATE,LogisticRegression,AID435008,AUROC,0.8441020271011718, +WELQRATE,LogisticRegression,AID435008,BEDROC,0.352388909104325, +WELQRATE,LogisticRegression,AID435008,Enrichment factor 1%,14.439744942489103, +WELQRATE,LogisticRegression,AID435008,Enrichment factor 5%,8.723584623219685, +WELQRATE,LogisticRegression,AID435008,F1 score,0.0, +WELQRATE,LogisticRegression,AID435008,MCC,0.0, +WELQRATE,LogisticRegression,AID435008,RIE,7.008561101682941, +WELQRATE,LogisticRegression,AID435008,accuracy,0.9994246895924072, +WELQRATE,LogisticRegression,AID435008,precision,0.0, +WELQRATE,LogisticRegression,AID435008,recall,0.0, +WELQRATE,RandomForest,AID435008,AUPRC,0.02324090290294663, +WELQRATE,RandomForest,AID435008,AUROC,0.6479226376789322, +WELQRATE,RandomForest,AID435008,BEDROC,0.3815304931286867, +WELQRATE,RandomForest,AID435008,Enrichment factor 1%,23.423104129767513, +WELQRATE,RandomForest,AID435008,Enrichment factor 5%,7.854437426786755, +WELQRATE,RandomForest,AID435008,F1 score,0.0, +WELQRATE,RandomForest,AID435008,MCC,-1.689311271083906e-05, +WELQRATE,RandomForest,AID435008,RIE,7.587561064882903, +WELQRATE,RandomForest,AID435008,accuracy,0.9994214392511214, +WELQRATE,RandomForest,AID435008,precision,0.0, +WELQRATE,RandomForest,AID435008,recall,0.0, +WELQRATE,SimilaritySearch_Max,AID435008,AUPRC,0.016941406621102894, +WELQRATE,SimilaritySearch_Max,AID435008,AUROC,0.6934325348905997, +WELQRATE,SimilaritySearch_Max,AID435008,BEDROC,0.2704718351626315, +WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 1%,22.293956163974457, +WELQRATE,SimilaritySearch_Max,AID435008,Enrichment factor 5%,6.1140272047242865, +WELQRATE,SimilaritySearch_Max,AID435008,RIE,5.379196318578919, +WELQRATE,SimilaritySearch_Mean,AID435008,AUPRC,0.0012213514210546944, +WELQRATE,SimilaritySearch_Mean,AID435008,AUROC,0.5651712746528963, +WELQRATE,SimilaritySearch_Mean,AID435008,BEDROC,0.0785370640064789, +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 1%,1.6480104071013166, +WELQRATE,SimilaritySearch_Mean,AID435008,Enrichment factor 5%,1.776045788679219, +WELQRATE,SimilaritySearch_Mean,AID435008,RIE,1.5617044555823711, +WELQRATE,LightGBM_Ranker,AID435034,AUPRC,0.010105121970834807, +WELQRATE,LightGBM_Ranker,AID435034,AUROC,0.7511826774043284, +WELQRATE,LightGBM_Ranker,AID435034,BEDROC,0.22253619552316892, +WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 1%,9.29497911199672, +WELQRATE,LightGBM_Ranker,AID435034,Enrichment factor 5%,4.735920248929174, +WELQRATE,LightGBM_Ranker,AID435034,F1 score,0.00488800063558424, +WELQRATE,LightGBM_Ranker,AID435034,MCC,0.024239776923442403, +WELQRATE,LightGBM_Ranker,AID435034,RIE,4.383915734370991, +WELQRATE,LightGBM_Ranker,AID435034,accuracy,0.5010022363952622, +WELQRATE,LightGBM_Ranker,AID435034,precision,0.0024519549370444005, +WELQRATE,LightGBM_Ranker,AID435034,recall,0.8106832298136645, +WELQRATE,LogisticRegression,AID435034,AUPRC,0.043797031834530195, +WELQRATE,LogisticRegression,AID435034,AUROC,0.775547850685187, +WELQRATE,LogisticRegression,AID435034,BEDROC,0.2665429052775346, +WELQRATE,LogisticRegression,AID435034,Enrichment factor 1%,7.1209090131332315, +WELQRATE,LogisticRegression,AID435034,Enrichment factor 5%,5.831790283651787, +WELQRATE,LogisticRegression,AID435034,F1 score,0.0, +WELQRATE,LogisticRegression,AID435034,MCC,0.0, +WELQRATE,LogisticRegression,AID435034,RIE,5.252583957249318, +WELQRATE,LogisticRegression,AID435034,accuracy,0.9985090698252298, +WELQRATE,LogisticRegression,AID435034,precision,0.0, +WELQRATE,LogisticRegression,AID435034,recall,0.0, +WELQRATE,RandomForest,AID435034,AUPRC,0.035269802688163036, +WELQRATE,RandomForest,AID435034,AUROC,0.6552800323953057, +WELQRATE,RandomForest,AID435034,BEDROC,0.3037685881459481, +WELQRATE,RandomForest,AID435034,Enrichment factor 1%,12.023678092977411, +WELQRATE,RandomForest,AID435034,Enrichment factor 5%,6.225388536344481, +WELQRATE,RandomForest,AID435034,F1 score,0.0, +WELQRATE,RandomForest,AID435034,MCC,-4.971826590642569e-05, +WELQRATE,RandomForest,AID435034,RIE,5.983306638834575, +WELQRATE,RandomForest,AID435034,accuracy,0.9984925039343991, +WELQRATE,RandomForest,AID435034,precision,0.0, +WELQRATE,RandomForest,AID435034,recall,0.0, +WELQRATE,SimilaritySearch_Max,AID435034,AUPRC,0.008528580486332944, +WELQRATE,SimilaritySearch_Max,AID435034,AUROC,0.6707085587618675, +WELQRATE,SimilaritySearch_Max,AID435034,BEDROC,0.16570924757732827, +WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 1%,10.288428362470764, +WELQRATE,SimilaritySearch_Max,AID435034,Enrichment factor 5%,3.3176823851197588, +WELQRATE,SimilaritySearch_Max,AID435034,RIE,3.2670419585384645, +WELQRATE,SimilaritySearch_Mean,AID435034,AUPRC,0.016851906212969316, +WELQRATE,SimilaritySearch_Mean,AID435034,AUROC,0.6518551162978566, +WELQRATE,SimilaritySearch_Mean,AID435034,BEDROC,0.20189361984258603, +WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 1%,7.626835720274455, +WELQRATE,SimilaritySearch_Mean,AID435034,Enrichment factor 5%,4.924655790349715, +WELQRATE,SimilaritySearch_Mean,AID435034,RIE,3.9879854431941397, +WELQRATE,LightGBM_Ranker,AID463087,AUPRC,0.0445615192652824, +WELQRATE,LightGBM_Ranker,AID463087,AUROC,0.6551900095474444, +WELQRATE,LightGBM_Ranker,AID463087,BEDROC,0.2004586755824042, +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 1%,11.157327908411947, +WELQRATE,LightGBM_Ranker,AID463087,Enrichment factor 5%,4.227670162447699, +WELQRATE,LightGBM_Ranker,AID463087,F1 score,0.018285228514753483, +WELQRATE,LightGBM_Ranker,AID463087,MCC,0.033889059071788956, +WELQRATE,LightGBM_Ranker,AID463087,RIE,3.7520878407353315, +WELQRATE,LightGBM_Ranker,AID463087,accuracy,0.5027496079456351, +WELQRATE,LightGBM_Ranker,AID463087,precision,0.009263171725824079, +WELQRATE,LightGBM_Ranker,AID463087,recall,0.7087258627123034, +WELQRATE,LogisticRegression,AID463087,AUPRC,0.1948817080418756, +WELQRATE,LogisticRegression,AID463087,AUROC,0.8831774916824872, +WELQRATE,LogisticRegression,AID463087,BEDROC,0.48567516048447246, +WELQRATE,LogisticRegression,AID463087,Enrichment factor 1%,30.78430315065767, +WELQRATE,LogisticRegression,AID463087,Enrichment factor 5%,10.08222612914776, +WELQRATE,LogisticRegression,AID463087,F1 score,0.05494367033113603, +WELQRATE,LogisticRegression,AID463087,MCC,0.13250823841987025, +WELQRATE,LogisticRegression,AID463087,RIE,9.101982655120029, +WELQRATE,LogisticRegression,AID463087,accuracy,0.9936121275483535, +WELQRATE,LogisticRegression,AID463087,precision,0.71, +WELQRATE,LogisticRegression,AID463087,recall,0.029074039833361865, +WELQRATE,RandomForest,AID463087,AUPRC,0.16115117235930332, +WELQRATE,RandomForest,AID463087,AUROC,0.8280204107305659, +WELQRATE,RandomForest,AID463087,BEDROC,0.4650638889135387, +WELQRATE,RandomForest,AID463087,Enrichment factor 1%,27.17795515838524, +WELQRATE,RandomForest,AID463087,Enrichment factor 5%,10.189112182496876, +WELQRATE,RandomForest,AID463087,F1 score,0.04159549646309396, +WELQRATE,RandomForest,AID463087,MCC,0.0912796630206276, +WELQRATE,RandomForest,AID463087,RIE,8.717027847873176, +WELQRATE,RandomForest,AID463087,accuracy,0.9935180345007841, +WELQRATE,RandomForest,AID463087,precision,0.4, +WELQRATE,RandomForest,AID463087,recall,0.022125874125874127, +WELQRATE,SimilaritySearch_Max,AID463087,AUPRC,0.09270489003323848, +WELQRATE,SimilaritySearch_Max,AID463087,AUROC,0.8374240743150676, +WELQRATE,SimilaritySearch_Max,AID463087,BEDROC,0.3954096437404585, +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 1%,21.522146985116265, +WELQRATE,SimilaritySearch_Max,AID463087,Enrichment factor 5%,8.259763738315144, +WELQRATE,SimilaritySearch_Max,AID463087,RIE,7.412056212238658, +WELQRATE,SimilaritySearch_Mean,AID463087,AUPRC,0.039965722951714425, +WELQRATE,SimilaritySearch_Mean,AID463087,AUROC,0.7134942121697787, +WELQRATE,SimilaritySearch_Mean,AID463087,BEDROC,0.19275128327602226, +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 1%,7.097334636016839, +WELQRATE,SimilaritySearch_Mean,AID463087,Enrichment factor 5%,3.8816423256559984, +WELQRATE,SimilaritySearch_Mean,AID463087,RIE,3.6125890404074896, +WELQRATE,LightGBM_Ranker,AID485290,AUPRC,0.006961120268046195, +WELQRATE,LightGBM_Ranker,AID485290,AUROC,0.6605636461168416, 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5%,5.69813719904464, +WELQRATE,LogisticRegression,AID488997,F1 score,0.0, +WELQRATE,LogisticRegression,AID488997,MCC,0.0, +WELQRATE,LogisticRegression,AID488997,RIE,5.70603792028569, +WELQRATE,LogisticRegression,AID488997,accuracy,0.9991128668953806, +WELQRATE,LogisticRegression,AID488997,precision,0.0, +WELQRATE,LogisticRegression,AID488997,recall,0.0, +WELQRATE,RandomForest,AID488997,AUPRC,0.0788743581531153, +WELQRATE,RandomForest,AID488997,AUROC,0.6881505064002852, +WELQRATE,RandomForest,AID488997,BEDROC,0.42619978425749655, +WELQRATE,RandomForest,AID488997,Enrichment factor 1%,30.929799304369983, +WELQRATE,RandomForest,AID488997,Enrichment factor 5%,9.677523573313048, +WELQRATE,RandomForest,AID488997,F1 score,0.051044265101491806, +WELQRATE,RandomForest,AID488997,MCC,0.13289433728643502, +WELQRATE,RandomForest,AID488997,RIE,8.449185570480166, +WELQRATE,RandomForest,AID488997,accuracy,0.9991232629864504, +WELQRATE,RandomForest,AID488997,precision,0.7, 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