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{"sheet":"accuracy","index":0,"n_rows":316,"n_cols":4,"rows_kept":316,"cut":false,"hidden":false,"merged":[[1,0,45,0],[46,0,90,0],[91,0,135,0],[136,0,180,0],[181,0,225,0],[226,0,270,0],[271,0,315,0],[1,1,9,1],[10,1,18,1],[19,1,27,1],[28,1,36,1],[37,1,45,1],[46,1,54,1],[55,1,63,1],[64,1,72,1],[73,1,81,1],[82,1,90,1],[91,1,99,1],[100,1,108,1],[109,1,117,1],[118,1,126,1],[127,1,135,1],[136,1,144,1],[145,1,153,1],[154,1,162,1],[163,1,171,1],[172,1,180,1],[181,1,189,1],[190,1,198,1],[199,1,207,1],[208,1,216,1],[217,1,225,1],[226,1,234,1],[235,1,243,1],[244,1,252,1],[253,1,261,1],[262,1,270,1],[271,1,279,1],[280,1,288,1],[289,1,297,1],[298,1,306,1],[307,1,315,1]]}
["ml_method","Sampling","dataset","mean_test_accuracy"]
["AdaBoost","ADASYN - After split","d_num_tg",0.9155187074829932]
[null,null,"d_num_tg_pca",0.9072704081632652]
[null,null,"d_num_to",0.9259778911564628]
[null,null,"d_num_to_pca",0.8890306122448978]
[null,null,"d_original",0.948469387755102]
[null,null,"d_perc_tg",0.9649234693877552]
[null,null,"d_perc_tg_pca",0.928061224489796]
[null,null,"d_perc_to",0.9505527210884356]
[null,null,"d_perc_to_pca",0.9197278911564626]
[null,"ADASYN - Before split","d_num_tg",0.9566975308641976]
[null,null,"d_num_tg_pca",0.928563032618278]
[null,null,"d_num_to",0.9506172839506174]
[null,null,"d_num_to_pca",0.9048780487804878]
[null,null,"d_original",0.9801697530864196]
[null,null,"d_perc_tg",0.9811234177215192]
[null,null,"d_perc_tg_pca",0.958496835443038]
[null,null,"d_perc_to",0.9812025316455696]
[null,null,"d_perc_to_pca",0.950828063836194]
[null,"No sampling","d_num_tg",0.9424319727891156]
[null,null,"d_num_tg_pca",0.9217687074829932]
[null,null,"d_num_to",0.9341411564625852]
[null,null,"d_num_to_pca",0.9299319727891158]
[null,null,"d_original",0.952593537414966]
[null,null,"d_perc_tg",0.9690901360544216]
[null,null,"d_perc_tg_pca",0.9506802721088434]
[null,null,"d_perc_to",0.963095238095238]
[null,null,"d_perc_to_pca",0.9426020408163266]
[null,"SMOTE - After split","d_num_tg",0.9176020408163266]
[null,null,"d_num_tg_pca",0.8948554421768706]
[null,null,"d_num_to",0.9156462585034012]
[null,null,"d_num_to_pca",0.895110544217687]
[null,null,"d_original",0.9402636054421768]
[null,null,"d_perc_tg",0.960841836734694]
[null,null,"d_perc_tg_pca",0.944557823129252]
[null,null,"d_perc_to",0.9588010204081632]
[null,null,"d_perc_to_pca",0.9299744897959183]
[null,"SMOTE - Before split","d_num_tg",0.9555555555555556]
[null,null,"d_num_tg_pca",0.9320987654320988]
[null,null,"d_num_to",0.9604938271604938]
[null,null,"d_num_to_pca",0.9296296296296296]
[null,null,"d_original",0.9790123456790124]
[null,null,"d_perc_tg",0.9777777777777776]
[null,null,"d_perc_tg_pca",0.9580246913580248]
[null,null,"d_perc_to",0.9753086419753088]
[null,null,"d_perc_to_pca",0.9469135802469136]
["Bagging","ADASYN - After split","d_num_tg",0.9238945578231292]
[null,null,"d_num_tg_pca",0.8908588435374151]
[null,null,"d_num_to",0.919812925170068]
[null,null,"d_num_to_pca",0.9094812925170068]
[null,null,"d_original",0.9505102040816328]
[null,null,"d_perc_tg",0.9608843537414966]
[null,null,"d_perc_tg_pca",0.895280612244898]
[null,null,"d_perc_to",0.9589285714285714]
[null,null,"d_perc_to_pca",0.8990646258503402]
[null,"ADASYN - Before split","d_num_tg",0.9665895061728396]
[null,null,"d_num_tg_pca",0.9467234792829856]
[null,null,"d_num_to",0.9518518518518519]
[null,null,"d_num_to_pca",0.9390243902439024]
[null,null,"d_original",0.9777160493827159]
[null,null,"d_perc_tg",0.9748734177215188]
[null,null,"d_perc_tg_pca",0.9459493670886076]
[null,null,"d_perc_to",0.9723734177215192]
[null,null,"d_perc_to_pca",0.9397771755495332]
[null,"No sampling","d_num_tg",0.9176020408163263]
[null,null,"d_num_tg_pca",0.9094812925170068]
[null,null,"d_num_to",0.921811224489796]
[null,null,"d_num_to_pca",0.9076955782312924]
[null,null,"d_original",0.9506377551020408]
[null,null,"d_perc_tg",0.9547619047619046]
[null,null,"d_perc_tg_pca",0.9423894557823128]
[null,null,"d_perc_to",0.9588010204081632]
[null,null,"d_perc_to_pca",0.9506377551020408]
[null,"SMOTE - After split","d_num_tg",0.9033588435374148]
[null,null,"d_num_tg_pca",0.8951105442176871]
[null,null,"d_num_to",0.9115221088435376]
[null,null,"d_num_to_pca",0.905484693877551]
[null,null,"d_original",0.946343537414966]
[null,null,"d_perc_tg",0.9649659863945578]
[null,null,"d_perc_tg_pca",0.9239795918367348]
[null,null,"d_perc_to",0.9589285714285714]
[null,null,"d_perc_to_pca",0.9197278911564626]
[null,"SMOTE - Before split","d_num_tg",0.9592592592592594]
[null,null,"d_num_tg_pca",0.934567901234568]
[null,null,"d_num_to",0.9555555555555556]
[null,null,"d_num_to_pca",0.9320987654320988]
[null,null,"d_original",0.9790123456790124]
[null,null,"d_perc_tg",0.974074074074074]
[null,null,"d_perc_tg_pca",0.9567901234567902]
[null,null,"d_perc_to",0.9765432098765432]
[null,null,"d_perc_to_pca",0.9555555555555556]
["DecisionTree","ADASYN - After split","d_num_tg",0.8558248299319728]
[null,null,"d_num_tg_pca",0.8291666666666666]
[null,null,"d_num_to",0.85578231292517]
[null,null,"d_num_to_pca",0.8519982993197278]
[null,null,"d_original",0.9340561224489796]
[null,null,"d_perc_tg",0.931845238095238]
[null,null,"d_perc_tg_pca",0.8807397959183675]
[null,null,"d_perc_to",0.9443452380952382]
[null,null,"d_perc_to_pca",0.8703656462585034]
[null,"ADASYN - Before split","d_num_tg",0.9046913580246913]
[null,null,"d_num_tg_pca",0.8958419042021746]
[null,null,"d_num_to",0.8876543209876544]
[null,null,"d_num_to_pca",0.8573170731707318]
[null,null,"d_original",0.960385802469136]
[null,null,"d_perc_tg",0.9547468354430378]
[null,null,"d_perc_tg_pca",0.9057436708860758]
[null,null,"d_perc_to",0.9611075949367088]
[null,null,"d_perc_to_pca",0.8967931345980127]
[null,"No sampling","d_num_tg",0.8994047619047618]
[null,null,"d_num_tg_pca",0.884778911564626]
[null,null,"d_num_to",0.8949829931972788]
[null,null,"d_num_to_pca",0.9097363945578232]
[null,null,"d_original",0.9402210884353742]
[null,null,"d_perc_tg",0.9445578231292516]
[null,null,"d_perc_tg_pca",0.9055272108843536]
[null,null,"d_perc_to",0.9424319727891156]
[null,null,"d_perc_to_pca",0.9342261904761904]
[null,"SMOTE - After split","d_num_tg",0.8457908163265306]
[null,null,"d_num_tg_pca",0.8519132653061223]
[null,null,"d_num_to",0.8437074829931973]
[null,null,"d_num_to_pca",0.8951955782312924]
[null,null,"d_original",0.9175170068027212]
[null,null,"d_perc_tg",0.935969387755102]
[null,null,"d_perc_tg_pca",0.8972789115646258]
[null,null,"d_perc_to",0.9281462585034014]
[null,null,"d_perc_to_pca",0.9075680272108844]
[null,"SMOTE - Before split","d_num_tg",0.8617283950617283]
[null,null,"d_num_tg_pca",0.8913580246913581]
[null,null,"d_num_to",0.882716049382716]
[null,null,"d_num_to_pca",0.8814814814814815]
[null,null,"d_original",0.9580246913580248]
[null,null,"d_perc_tg",0.9604938271604938]
[null,null,"d_perc_tg_pca",0.9259259259259258]
[null,null,"d_perc_to",0.9617283950617284]
[null,null,"d_perc_to_pca",0.9172839506172838]
["MLP","ADASYN - After split","d_num_tg",0.9630102040816328]
[null,null,"d_num_tg_pca",0.9321428571428572]
[null,null,"d_num_to",0.960841836734694]
[null,null,"d_num_to_pca",0.9278911564625852]
[null,null,"d_original",0.965051020408163]
[null,null,"d_perc_tg",0.9773809523809524]
[null,null,"d_perc_tg_pca",0.9691751700680272]
[null,null,"d_perc_to",0.9772108843537416]
[null,null,"d_perc_to_pca",0.9630527210884352]
[null,"ADASYN - Before split","d_num_tg",0.9888734567901236]
[null,null,"d_num_tg_pca",0.9733176608874524]
[null,null,"d_num_to",0.9876543209876544]
[null,null,"d_num_to_pca",0.9707317073170731]
[null,null,"d_original",0.9913425925925926]
[null,null,"d_perc_tg",0.9886867088607596]
[null,null,"d_perc_tg_pca",0.98871835443038]
[null,null,"d_perc_to",0.98871835443038]
[null,null,"d_perc_to_pca",0.9839807286961758]
[null,"No sampling","d_num_tg",0.965093537414966]
[null,null,"d_num_tg_pca",0.9422193877551019]
[null,null,"d_num_to",0.9568877551020408]
[null,null,"d_num_to_pca",0.9403061224489796]
[null,null,"d_original",0.963095238095238]
[null,null,"d_perc_tg",0.9814200680272108]
[null,null,"d_perc_tg_pca",0.965093537414966]
[null,null,"d_perc_to",0.973171768707483]
[null,null,"d_perc_to_pca",0.9568877551020408]
[null,"SMOTE - After split","d_num_tg",0.9588860544217688]
[null,null,"d_num_tg_pca",0.9341836734693876]
[null,null,"d_num_to",0.96296768707483]
[null,null,"d_num_to_pca",0.925765306122449]
[null,null,"d_original",0.9671343537414966]
[null,null,"d_perc_tg",0.9732568027210884]
[null,null,"d_perc_tg_pca",0.9671343537414966]
[null,null,"d_perc_to",0.9731292517006802]
[null,null,"d_perc_to_pca",0.960969387755102]
[null,"SMOTE - Before split","d_num_tg",0.9888888888888888]
[null,null,"d_num_tg_pca",0.9753086419753088]
[null,null,"d_num_to",0.9901234567901234]
[null,null,"d_num_to_pca",0.9716049382716048]
[null,null,"d_original",0.9925925925925926]
[null,null,"d_perc_tg",0.9901234567901234]
[null,null,"d_perc_tg_pca",0.9888888888888888]
[null,null,"d_perc_to",0.9901234567901234]
[null,null,"d_perc_to_pca",0.9864197530864198]
["RandomForests","ADASYN - After split","d_num_tg",0.9114795918367348]
[null,null,"d_num_tg_pca",0.8990221088435375]
[null,null,"d_num_to",0.928061224489796]
[null,null,"d_num_to_pca",0.9075255102040816]
[null,null,"d_original",0.9463860544217688]
[null,null,"d_perc_tg",0.960841836734694]
[null,null,"d_perc_tg_pca",0.8787840136054422]
[null,null,"d_perc_to",0.9588860544217688]
[null,null,"d_perc_to_pca",0.8909863945578232]
[null,"ADASYN - Before split","d_num_tg",0.9554166666666668]
[null,null,"d_num_tg_pca",0.9491918895092566]
[null,null,"d_num_to",0.9469135802469136]
[null,null,"d_num_to_pca",0.9341463414634148]
[null,null,"d_original",0.9802006172839508]
[null,null,"d_perc_tg",0.9711234177215188]
[null,null,"d_perc_tg_pca",0.9459651898734176]
[null,null,"d_perc_to",0.9698575949367088]
[null,null,"d_perc_to_pca",0.933589280337248]
[null,"No sampling","d_num_tg",0.9238520408163268]
[null,null,"d_num_tg_pca",0.9156887755102042]
[null,null,"d_num_to",0.9217261904761904]
[null,null,"d_num_to_pca",0.9093537414965986]
[null,null,"d_original",0.9547619047619048]
[null,null,"d_perc_tg",0.9629251700680272]
[null,null,"d_perc_tg_pca",0.9135204081632652]
[null,null,"d_perc_to",0.9630102040816328]
[null,null,"d_perc_to_pca",0.928061224489796]
[null,"SMOTE - After split","d_num_tg",0.9278911564625852]
[null,null,"d_num_tg_pca",0.9075255102040816]
[null,null,"d_num_to",0.9136479591836736]
[null,null,"d_num_to_pca",0.911692176870748]
[null,null,"d_original",0.9566326530612244]
[null,null,"d_perc_tg",0.9649234693877552]
[null,null,"d_perc_tg_pca",0.9053571428571427]
[null,null,"d_perc_to",0.9609268707482992]
[null,null,"d_perc_to_pca",0.9341836734693876]
[null,"SMOTE - Before split","d_num_tg",0.9444444444444444]
[null,null,"d_num_tg_pca",0.9382716049382716]
[null,null,"d_num_to",0.9469135802469136]
[null,null,"d_num_to_pca",0.9296296296296296]
[null,null,"d_original",0.9814814814814816]
[null,null,"d_perc_tg",0.977777777777778]
[null,null,"d_perc_tg_pca",0.9592592592592594]
[null,null,"d_perc_to",0.9765432098765432]
[null,null,"d_perc_to_pca",0.9555555555555556]
["SVM","ADASYN - After split","d_num_tg",0.9443452380952382]
[null,null,"d_num_tg_pca",0.8618197278911565]
[null,null,"d_num_to",0.9341836734693878]
[null,null,"d_num_to_pca",0.868452380952381]
[null,null,"d_original",0.9671768707482992]
[null,null,"d_perc_tg",0.9649234693877552]
[null,null,"d_perc_tg_pca",0.8622448979591837]
[null,null,"d_perc_to",0.966921768707483]
[null,null,"d_perc_to_pca",0.8417517006802722]
[null,"ADASYN - Before split","d_num_tg",0.9714969135802468]
[null,null,"d_num_tg_pca",0.8850426094622392]
[null,null,"d_num_to",0.9716049382716052]
[null,null,"d_num_to_pca",0.8707317073170732]
[null,null,"d_original",0.9900925925925927]
[null,null,"d_perc_tg",0.9849208860759496]
[null,null,"d_perc_tg_pca",0.8996202531645568]
[null,null,"d_perc_to",0.9837025316455696]
[null,null,"d_perc_to_pca",0.9065341764528756]
[null,"No sampling","d_num_tg",0.9176445578231294]
[null,null,"d_num_tg_pca",0.8971513605442176]
[null,null,"d_num_to",0.9363095238095236]
[null,null,"d_num_to_pca",0.8949829931972788]
[null,null,"d_original",0.9651785714285716]
[null,null,"d_perc_tg",0.9752551020408164]
[null,null,"d_perc_tg_pca",0.9507227891156462]
[null,null,"d_perc_to",0.9671343537414966]
[null,null,"d_perc_to_pca",0.9629251700680272]
[null,"SMOTE - After split","d_num_tg",0.9362244897959184]
[null,null,"d_num_tg_pca",0.818452380952381]
[null,null,"d_num_to",0.9362244897959184]
[null,null,"d_num_to_pca",0.8849914965986395]
[null,null,"d_original",0.9671768707482992]
[null,null,"d_perc_tg",0.967049319727891]
[null,null,"d_perc_tg_pca",0.9157738095238096]
[null,null,"d_perc_to",0.9607568027210884]
[null,null,"d_perc_to_pca",0.9116071428571428]
[null,"SMOTE - Before split","d_num_tg",0.965432098765432]
[null,null,"d_num_tg_pca",0.8580246913580247]
[null,null,"d_num_to",0.9629629629629628]
[null,null,"d_num_to_pca",0.8641975308641975]
[null,null,"d_original",0.9925925925925928]
[null,null,"d_perc_tg",0.9851851851851852]
[null,null,"d_perc_tg_pca",0.9234567901234568]
[null,null,"d_perc_to",0.9901234567901234]
[null,null,"d_perc_to_pca",0.9222222222222222]
["XGBoost","ADASYN - After split","d_num_tg",0.960841836734694]
[null,null,"d_num_tg_pca",0.9278911564625852]
[null,null,"d_num_to",0.9485969387755104]
[null,null,"d_num_to_pca",0.9241071428571428]
[null,null,"d_original",0.9588010204081634]
[null,null,"d_perc_tg",0.9711309523809524]
[null,null,"d_perc_tg_pca",0.9403061224489796]
[null,null,"d_perc_to",0.962840136054422]
[null,null,"d_perc_to_pca",0.9382227891156464]
[null,"ADASYN - Before split","d_num_tg",0.9814506172839506]
[null,null,"d_num_tg_pca",0.96248898031149]
[null,null,"d_num_to",0.9851851851851852]
[null,null,"d_num_to_pca",0.9536585365853656]
[null,null,"d_original",0.9851543209876542]
[null,null,"d_perc_tg",0.9874050632911392]
[null,null,"d_perc_tg_pca",0.9773892405063292]
[null,null,"d_perc_to",0.9849367088607596]
[null,null,"d_perc_to_pca",0.9754140319180969]
[null,"No sampling","d_num_tg",0.9424319727891156]
[null,null,"d_num_tg_pca",0.923809523809524]
[null,null,"d_num_to",0.9383503401360545]
[null,null,"d_num_to_pca",0.925765306122449]
[null,null,"d_original",0.954549319727891]
[null,null,"d_perc_tg",0.9650510204081632]
[null,null,"d_perc_tg_pca",0.9486819727891156]
[null,null,"d_perc_to",0.9630102040816328]
[null,null,"d_perc_to_pca",0.9485544217687076]
[null,"SMOTE - After split","d_num_tg",0.9443452380952382]
[null,null,"d_num_tg_pca",0.9197278911564626]
[null,null,"d_num_to",0.9403911564625852]
[null,null,"d_num_to_pca",0.92406462585034]
[null,null,"d_original",0.9587159863945578]
[null,null,"d_perc_tg",0.9710884353741496]
[null,null,"d_perc_tg_pca",0.9465561224489796]
[null,null,"d_perc_to",0.9628826530612246]
[null,null,"d_perc_to_pca",0.9444302721088436]
[null,"SMOTE - Before split","d_num_tg",0.982716049382716]
[null,null,"d_num_tg_pca",0.9555555555555556]
[null,null,"d_num_to",0.977777777777778]
[null,null,"d_num_to_pca",0.9617283950617284]
[null,null,"d_original",0.9901234567901234]
[null,null,"d_perc_tg",0.9851851851851852]
[null,null,"d_perc_tg_pca",0.9790123456790124]
[null,null,"d_perc_to",0.9864197530864196]
[null,null,"d_perc_to_pca",0.9666666666666666]

{"sheet":"recall","index":1,"n_rows":316,"n_cols":4,"rows_kept":316,"cut":false,"hidden":false,"merged":[[1,0,45,0],[46,0,90,0],[91,0,135,0],[136,0,180,0],[181,0,225,0],[226,0,270,0],[271,0,315,0],[1,1,9,1],[10,1,18,1],[19,1,27,1],[28,1,36,1],[37,1,45,1],[46,1,54,1],[55,1,63,1],[64,1,72,1],[73,1,81,1],[82,1,90,1],[91,1,99,1],[100,1,108,1],[109,1,117,1],[118,1,126,1],[127,1,135,1],[136,1,144,1],[145,1,153,1],[154,1,162,1],[163,1,171,1],[172,1,180,1],[181,1,189,1],[190,1,198,1],[199,1,207,1],[208,1,216,1],[217,1,225,1],[226,1,234,1],[235,1,243,1],[244,1,252,1],[253,1,261,1],[262,1,270,1],[271,1,279,1],[280,1,288,1],[289,1,297,1],[298,1,306,1],[307,1,315,1]]}
["ml_method","Sampling","dataset","mean_test_recall"]
["AdaBoost","ADASYN - After split","d_num_tg",0.8555555555555555]
[null,null,"d_num_tg_pca",0.851388888888889]
[null,null,"d_num_to",0.85]
[null,null,"d_num_to_pca",0.8763888888888889]
[null,null,"d_original",0.925]
[null,null,"d_perc_tg",0.888888888888889]
[null,null,"d_perc_tg_pca",0.9638888888888888]
[null,null,"d_perc_to",0.8763888888888889]
[null,null,"d_perc_to_pca",0.9625]
[null,"ADASYN - Before split","d_num_tg",0.9875]
[null,null,"d_num_tg_pca",0.9406423034330011]
[null,null,"d_num_to",0.9851219512195122]
[null,null,"d_num_to_pca",0.9373403019744484]
[null,null,"d_original",0.995060975609756]
[null,null,"d_perc_tg",0.9923076923076924]
[null,null,"d_perc_tg_pca",0.9898076923076924]
[null,null,"d_perc_to",0.9897435897435898]
[null,null,"d_perc_to_pca",0.9902439024390246]
[null,"No sampling","d_num_tg",0.7125]
[null,null,"d_num_tg_pca",0.701388888888889]
[null,null,"d_num_to",0.7152777777777778]
[null,null,"d_num_to_pca",0.701388888888889]
[null,null,"d_original",0.8013888888888889]
[null,null,"d_perc_tg",0.826388888888889]
[null,null,"d_perc_tg_pca",0.7791666666666666]
[null,null,"d_perc_to",0.851388888888889]
[null,null,"d_perc_to_pca",0.8]
[null,"SMOTE - After split","d_num_tg",0.7944444444444445]
[null,null,"d_num_tg_pca",0.826388888888889]
[null,null,"d_num_to",0.8277777777777778]
[null,null,"d_num_to_pca",0.8388888888888889]
[null,null,"d_original",0.875]
[null,null,"d_perc_tg",0.8875]
[null,null,"d_perc_tg_pca",0.9263888888888888]
[null,null,"d_perc_to",0.8763888888888889]
[null,null,"d_perc_to_pca",0.8875]
[null,"SMOTE - Before split","d_num_tg",0.9826829268292684]
[null,null,"d_num_tg_pca",0.92859756097561]
[null,null,"d_num_to",0.9827439024390244]
[null,null,"d_num_to_pca",0.9306707317073172]
[null,null,"d_original",0.9901829268292685]
[null,null,"d_perc_tg",0.982621951219512]
[null,null,"d_perc_tg_pca",0.9827439024390244]
[null,null,"d_perc_to",0.9826219512195122]
[null,null,"d_perc_to_pca",0.9728658536585366]
["Bagging","ADASYN - After split","d_num_tg",0.9013888888888888]
[null,null,"d_num_tg_pca",0.788888888888889]
[null,null,"d_num_to",0.913888888888889]
[null,null,"d_num_to_pca",0.8041666666666666]
[null,null,"d_original",0.9375]
[null,null,"d_perc_tg",0.888888888888889]
[null,null,"d_perc_tg_pca",0.9388888888888888]
[null,null,"d_perc_to",0.875]
[null,null,"d_perc_to_pca",0.9375]
[null,"ADASYN - Before split","d_num_tg",1]
[null,null,"d_num_tg_pca",0.9738648947951272]
[null,null,"d_num_to",1]
[null,null,"d_num_to_pca",0.973519163763066]
[null,null,"d_original",0.995]
[null,null,"d_perc_tg",0.982051282051282]
[null,null,"d_perc_tg_pca",0.9948717948717948]
[null,null,"d_perc_to",0.9821153846153846]
[null,null,"d_perc_to_pca",0.978048780487805]
[null,"No sampling","d_num_tg",0.5930555555555556]
[null,null,"d_num_tg_pca",0.601388888888889]
[null,null,"d_num_to",0.638888888888889]
[null,null,"d_num_to_pca",0.6180555555555556]
[null,null,"d_original",0.7388888888888889]
[null,null,"d_perc_tg",0.7652777777777777]
[null,null,"d_perc_tg_pca",0.7291666666666666]
[null,null,"d_perc_to",0.7777777777777778]
[null,null,"d_perc_to_pca",0.7388888888888889]
[null,"SMOTE - After split","d_num_tg",0.8527777777777779]
[null,null,"d_num_tg_pca",0.7388888888888889]
[null,null,"d_num_to",0.8402777777777779]
[null,null,"d_num_to_pca",0.7902777777777777]
[null,null,"d_original",0.9]
[null,null,"d_perc_tg",0.8527777777777779]
[null,null,"d_perc_tg_pca",0.913888888888889]
[null,null,"d_perc_to",0.8625]
[null,null,"d_perc_to_pca",0.9]
[null,"SMOTE - Before split","d_num_tg",0.9851829268292682]
[null,null,"d_num_tg_pca",0.9505487804878048]
[null,null,"d_num_to",0.990060975609756]
[null,null,"d_num_to_pca",0.9554878048780489]
[null,null,"d_original",0.9853048780487804]
[null,null,"d_perc_tg",0.980060975609756]
[null,null,"d_perc_tg_pca",0.995060975609756]
[null,null,"d_perc_to",0.9778048780487806]
[null,null,"d_perc_to_pca",0.9853658536585366]
["DecisionTree","ADASYN - After split","d_num_tg",0.8402777777777779]
[null,null,"d_num_tg_pca",0.8375]
[null,null,"d_num_to",0.8]
[null,null,"d_num_to_pca",0.8638888888888889]
[null,null,"d_original",0.9375]
[null,null,"d_perc_tg",0.902777777777778]
[null,null,"d_perc_tg_pca",0.977777777777778]
[null,null,"d_perc_to",0.9125]
[null,null,"d_perc_to_pca",0.9625]
[null,"ADASYN - Before split","d_num_tg",0.9603048780487804]
[null,null,"d_num_tg_pca",0.9216500553709857]
[null,null,"d_num_to",0.9605487804878048]
[null,null,"d_num_to_pca",0.9060394889663184]
[null,null,"d_original",0.9876829268292684]
[null,null,"d_perc_tg",0.9641666666666668]
[null,null,"d_perc_tg_pca",0.9974358974358974]
[null,null,"d_perc_to",0.9769871794871796]
[null,null,"d_perc_to_pca",0.9878048780487804]
[null,"No sampling","d_num_tg",0.6902777777777778]
[null,null,"d_num_tg_pca",0.6152777777777778]
[null,null,"d_num_to",0.7027777777777777]
[null,null,"d_num_to_pca",0.6944444444444444]
[null,null,"d_original",0.788888888888889]
[null,null,"d_perc_tg",0.8291666666666666]
[null,null,"d_perc_tg_pca",0.7166666666666666]
[null,null,"d_perc_to",0.7513888888888889]
[null,null,"d_perc_to_pca",0.726388888888889]
[null,"SMOTE - After split","d_num_tg",0.7402777777777778]
[null,null,"d_num_tg_pca",0.7916666666666666]
[null,null,"d_num_to",0.7402777777777778]
[null,null,"d_num_to_pca",0.85]
[null,null,"d_original",0.8875]
[null,null,"d_perc_tg",0.8666666666666666]
[null,null,"d_perc_tg_pca",0.951388888888889]
[null,null,"d_perc_to",0.8777777777777779]
[null,null,"d_perc_to_pca",0.95]
[null,"SMOTE - Before split","d_num_tg",0.9037804878048782]
[null,null,"d_num_tg_pca",0.9284756097560978]
[null,null,"d_num_to",0.9189024390243899]
[null,null,"d_num_to_pca",0.9159756097560976]
[null,null,"d_original",0.9704268292682926]
[null,null,"d_perc_tg",0.9676829268292682]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",0.9679878048780488]
[null,null,"d_perc_to_pca",0.9853048780487804]
["MLP","ADASYN - After split","d_num_tg",0.9125]
[null,null,"d_num_tg_pca",0.913888888888889]
[null,null,"d_num_to",0.913888888888889]
[null,null,"d_num_to_pca",0.913888888888889]
[null,null,"d_original",0.951388888888889]
[null,null,"d_perc_tg",0.95]
[null,null,"d_perc_tg_pca",0.9888888888888888]
[null,null,"d_perc_to",0.95]
[null,null,"d_perc_to_pca",0.9875]
[null,"ADASYN - Before split","d_num_tg",0.9975000000000001]
[null,null,"d_num_tg_pca",0.9904761904761904]
[null,null,"d_num_to",1]
[null,null,"d_num_to_pca",0.9951800232288036]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",0.9974358974358974]
[null,null,"d_perc_to_pca",0.9975609756097562]
[null,"No sampling","d_num_tg",0.8652777777777778]
[null,null,"d_num_tg_pca",0.8138888888888889]
[null,null,"d_num_to",0.8763888888888889]
[null,null,"d_num_to_pca",0.7902777777777777]
[null,null,"d_original",0.95]
[null,null,"d_perc_tg",0.9625]
[null,null,"d_perc_tg_pca",0.8777777777777779]
[null,null,"d_perc_to",0.95]
[null,null,"d_perc_to_pca",0.8388888888888889]
[null,"SMOTE - After split","d_num_tg",0.9013888888888888]
[null,null,"d_num_tg_pca",0.888888888888889]
[null,null,"d_num_to",0.9125]
[null,null,"d_num_to_pca",0.8763888888888889]
[null,null,"d_original",0.95]
[null,null,"d_perc_tg",0.9263888888888888]
[null,null,"d_perc_tg_pca",0.9888888888888888]
[null,null,"d_perc_to",0.9388888888888888]
[null,null,"d_perc_to_pca",0.975]
[null,"SMOTE - Before split","d_num_tg",1]
[null,null,"d_num_tg_pca",0.9975000000000001]
[null,null,"d_num_to",1]
[null,null,"d_num_to_pca",0.987560975609756]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",0.9975000000000001]
[null,null,"d_perc_to_pca",0.9975609756097562]
["RandomForests","ADASYN - After split","d_num_tg",0.9]
[null,null,"d_num_tg_pca",0.7763888888888889]
[null,null,"d_num_to",0.8763888888888889]
[null,null,"d_num_to_pca",0.8138888888888889]
[null,null,"d_original",0.9375]
[null,null,"d_perc_tg",0.8763888888888889]
[null,null,"d_perc_tg_pca",0.9013888888888888]
[null,null,"d_perc_to",0.8875]
[null,null,"d_perc_to_pca",0.9375]
[null,"ADASYN - Before split","d_num_tg",1]
[null,null,"d_num_tg_pca",0.95265780730897]
[null,null,"d_num_to",1]
[null,null,"d_num_to_pca",0.96869918699187]
[null,null,"d_original",1]
[null,null,"d_perc_tg",0.9794871794871796]
[null,null,"d_perc_tg_pca",0.9923717948717948]
[null,null,"d_perc_to",0.9795512820512819]
[null,null,"d_perc_to_pca",0.9926829268292684]
[null,"No sampling","d_num_tg",0.5791666666666666]
[null,null,"d_num_tg_pca",0.5319444444444444]
[null,null,"d_num_to",0.5916666666666666]
[null,null,"d_num_to_pca",0.5027777777777778]
[null,null,"d_original",0.7513888888888889]
[null,null,"d_perc_tg",0.7875]
[null,null,"d_perc_tg_pca",0.5069444444444444]
[null,null,"d_perc_to",0.7902777777777777]
[null,null,"d_perc_to_pca",0.5805555555555555]
[null,"SMOTE - After split","d_num_tg",0.7666666666666666]
[null,null,"d_num_tg_pca",0.7138888888888889]
[null,null,"d_num_to",0.7777777777777778]
[null,null,"d_num_to_pca",0.7527777777777778]
[null,null,"d_original",0.875]
[null,null,"d_perc_tg",0.851388888888889]
[null,null,"d_perc_tg_pca",0.8777777777777779]
[null,null,"d_perc_to",0.875]
[null,null,"d_perc_to_pca",0.8875]
[null,"SMOTE - Before split","d_num_tg",0.9334146341463416]
[null,null,"d_num_tg_pca",0.9307317073170732]
[null,null,"d_num_to",0.9581097560975612]
[null,null,"d_num_to_pca",0.9359146341463416]
[null,null,"d_original",0.9876829268292684]
[null,null,"d_perc_tg",0.9826219512195122]
[null,null,"d_perc_tg_pca",0.9975609756097562]
[null,null,"d_perc_to",0.9801829268292684]
[null,null,"d_perc_to_pca",0.9926829268292682]
["SVM","ADASYN - After split","d_num_tg",0.9125]
[null,null,"d_num_tg_pca",0.851388888888889]
[null,null,"d_num_to",0.8875]
[null,null,"d_num_to_pca",0.851388888888889]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",0.9888888888888888]
[null,null,"d_perc_to",1]
[null,null,"d_perc_to_pca",0.9875]
[null,"ADASYN - Before split","d_num_tg",0.995]
[null,null,"d_num_tg_pca",1]
[null,null,"d_num_to",0.9975609756097562]
[null,null,"d_num_to_pca",1]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",0.9948717948717948]
[null,null,"d_perc_to",0.9974358974358974]
[null,null,"d_perc_to_pca",1]
[null,"No sampling","d_num_tg",0.5805555555555555]
[null,null,"d_num_tg_pca",0.3944444444444445]
[null,null,"d_num_to",0.6944444444444444]
[null,null,"d_num_to_pca",0.3805555555555555]
[null,null,"d_original",0.888888888888889]
[null,null,"d_perc_tg",0.9125]
[null,null,"d_perc_tg_pca",0.7416666666666666]
[null,null,"d_perc_to",0.8875]
[null,null,"d_perc_to_pca",0.8]
[null,"SMOTE - After split","d_num_tg",1]
[null,null,"d_num_tg_pca",0.851388888888889]
[null,null,"d_num_to",1]
[null,null,"d_num_to_pca",0.763888888888889]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",1]
[null,null,"d_perc_to_pca",0.9875]
[null,"SMOTE - Before split","d_num_tg",0.9926829268292682]
[null,null,"d_num_tg_pca",0.891280487804878]
[null,null,"d_num_to",0.9902439024390244]
[null,null,"d_num_to_pca",0.883719512195122]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",0.9902439024390244]
[null,null,"d_perc_to",1]
[null,null,"d_perc_to_pca",0.9902439024390244]
["XGBoost","ADASYN - After split","d_num_tg",0.888888888888889]
[null,null,"d_num_tg_pca",0.8138888888888889]
[null,null,"d_num_to",0.8638888888888889]
[null,null,"d_num_to_pca",0.8138888888888889]
[null,null,"d_original",0.8875]
[null,null,"d_perc_tg",0.888888888888889]
[null,null,"d_perc_tg_pca",0.9263888888888888]
[null,null,"d_perc_to",0.9]
[null,null,"d_perc_to_pca",0.8875]
[null,"ADASYN - Before split","d_num_tg",1]
[null,null,"d_num_tg_pca",0.9857142857142858]
[null,null,"d_num_to",1]
[null,null,"d_num_to_pca",0.9807200929152148]
[null,null,"d_original",0.9975000000000001]
[null,null,"d_perc_tg",0.9923076923076924]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",0.9898076923076924]
[null,null,"d_perc_to_pca",0.9926829268292684]
[null,"No sampling","d_num_tg",0.7277777777777777]
[null,null,"d_num_tg_pca",0.663888888888889]
[null,null,"d_num_to",0.7513888888888889]
[null,null,"d_num_to_pca",0.6916666666666667]
[null,null,"d_original",0.8138888888888889]
[null,null,"d_perc_tg",0.8402777777777779]
[null,null,"d_perc_tg_pca",0.7805555555555556]
[null,null,"d_perc_to",0.851388888888889]
[null,null,"d_perc_to_pca",0.788888888888889]
[null,"SMOTE - After split","d_num_tg",0.8416666666666666]
[null,null,"d_num_tg_pca",0.788888888888889]
[null,null,"d_num_to",0.8402777777777779]
[null,null,"d_num_to_pca",0.8013888888888889]
[null,null,"d_original",0.875]
[null,null,"d_perc_tg",0.9013888888888888]
[null,null,"d_perc_tg_pca",0.888888888888889]
[null,null,"d_perc_to",0.888888888888889]
[null,null,"d_perc_to_pca",0.85]
[null,"SMOTE - Before split","d_num_tg",0.9975000000000001]
[null,null,"d_num_tg_pca",0.9801829268292684]
[null,null,"d_num_to",0.992560975609756]
[null,null,"d_num_to_pca",0.9752439024390244]
[null,null,"d_original",0.9975609756097562]
[null,null,"d_perc_tg",0.992560975609756]
[null,null,"d_perc_tg_pca",0.9975609756097562]
[null,null,"d_perc_to",0.990121951219512]
[null,null,"d_perc_to_pca",0.9876829268292684]

{"sheet":"precision","index":2,"n_rows":316,"n_cols":4,"rows_kept":316,"cut":false,"hidden":false,"merged":[[1,0,45,0],[46,0,90,0],[91,0,135,0],[136,0,180,0],[181,0,225,0],[226,0,270,0],[271,0,315,0],[1,1,9,1],[10,1,18,1],[19,1,27,1],[28,1,36,1],[37,1,45,1],[46,1,54,1],[55,1,63,1],[64,1,72,1],[73,1,81,1],[82,1,90,1],[91,1,99,1],[100,1,108,1],[109,1,117,1],[118,1,126,1],[127,1,135,1],[136,1,144,1],[145,1,153,1],[154,1,162,1],[163,1,171,1],[172,1,180,1],[181,1,189,1],[190,1,198,1],[199,1,207,1],[208,1,216,1],[217,1,225,1],[226,1,234,1],[235,1,243,1],[244,1,252,1],[253,1,261,1],[262,1,270,1],[271,1,279,1],[280,1,288,1],[289,1,297,1],[298,1,306,1],[307,1,315,1]]}
["ml_method","Sampling","dataset","mean_test_precision"]
["AdaBoost","ADASYN - After split","d_num_tg",0.7085370185370186]
[null,null,"d_num_tg_pca",0.7081060606060607]
[null,null,"d_num_to",0.7537950937950938]
[null,null,"d_num_to_pca",0.6422222222222221]
[null,null,"d_original",0.8701875901875902]
[null,null,"d_perc_tg",0.9216666666666666]
[null,null,"d_perc_tg_pca",0.7609595959595959]
[null,null,"d_perc_to",0.8606546231546233]
[null,null,"d_perc_to_pca",0.7214102564102565]
[null,"ADASYN - Before split","d_num_tg",0.936795609539512]
[null,null,"d_num_tg_pca",0.9220518912451184]
[null,null,"d_num_to",0.9235568824878634]
[null,null,"d_num_to_pca",0.8855780142896938]
[null,null,"d_original",0.9736577853041266]
[null,null,"d_perc_tg",0.975112323491656]
[null,null,"d_perc_tg_pca",0.9376343981222032]
[null,null,"d_perc_to",0.9733803986710964]
[null,null,"d_perc_to_pca",0.9393858870842891]
[null,"No sampling","d_num_tg",0.9366666666666668]
[null,null,"d_num_tg_pca",0.8966666666666667]
[null,null,"d_num_to",0.8897619047619049]
[null,null,"d_num_to_pca",0.885]
[null,null,"d_original",0.9708333333333334]
[null,null,"d_perc_tg",0.9857142857142858]
[null,null,"d_perc_tg_pca",0.9333333333333332]
[null,null,"d_perc_to",0.9583333333333334]
[null,null,"d_perc_to_pca",0.8980555555555556]
[null,"SMOTE - After split","d_num_tg",0.7417063492063493]
[null,null,"d_num_tg_pca",0.6763708513708513]
[null,null,"d_num_to",0.7400396825396827]
[null,null,"d_num_to_pca",0.6804545454545454]
[null,null,"d_original",0.8276875901875902]
[null,null,"d_perc_tg",0.888888888888889]
[null,null,"d_perc_tg_pca",0.8036616161616161]
[null,null,"d_perc_to",0.8868939393939395]
[null,null,"d_perc_to_pca",0.769570707070707]
[null,"SMOTE - Before split","d_num_tg",0.9340114164074456]
[null,null,"d_num_tg_pca",0.9357618814647056]
[null,null,"d_num_to",0.9417947770386796]
[null,null,"d_num_to_pca",0.9301742615543104]
[null,null,"d_original",0.9711879777435648]
[null,null,"d_perc_tg",0.9737474877223958]
[null,null,"d_perc_tg_pca",0.9376453580452444]
[null,null,"d_perc_to",0.9735424885242032]
[null,null,"d_perc_to_pca",0.925961943430315]
["Bagging","ADASYN - After split","d_num_tg",0.7577525252525252]
[null,null,"d_num_tg_pca",0.6636327561327561]
[null,null,"d_num_to",0.7260353535353536]
[null,null,"d_num_to_pca",0.7242857142857143]
[null,null,"d_original",0.8263888888888887]
[null,null,"d_perc_tg",0.8859126984126984]
[null,null,"d_perc_tg_pca",0.6739947552447552]
[null,null,"d_perc_to",0.8901515151515152]
[null,null,"d_perc_to_pca",0.6814518814518815]
[null,"ADASYN - Before split","d_num_tg",0.9407110247352916]
[null,null,"d_num_tg_pca",0.9272287266715984]
[null,null,"d_num_to",0.9176907602144024]
[null,null,"d_num_to_pca",0.913099445678054]
[null,null,"d_original",0.9638122040561063]
[null,null,"d_perc_tg",0.9720847851335656]
[null,null,"d_perc_tg_pca",0.9088191535461504]
[null,null,"d_perc_to",0.9663460887145098]
[null,null,"d_perc_to_pca",0.9148639895429458]
[null,"No sampling","d_num_tg",0.9]
[null,null,"d_num_tg_pca",1]
[null,null,"d_num_to",0.8914285714285715]
[null,null,"d_num_to_pca",0.9666666666666666]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",0.975]
[null,null,"d_perc_to",1]
[null,null,"d_perc_to_pca",1]
[null,"SMOTE - After split","d_num_tg",0.7053552003552004]
[null,null,"d_num_tg_pca",0.6984704184704185]
[null,null,"d_num_to",0.7183730158730159]
[null,null,"d_num_to_pca",0.703481240981241]
[null,null,"d_original",0.8426406926406926]
[null,null,"d_perc_tg",0.932936507936508]
[null,null,"d_perc_tg_pca",0.7672474747474747]
[null,null,"d_perc_to",0.9074134199134199]
[null,null,"d_perc_to_pca",0.7277922077922079]
[null,"SMOTE - Before split","d_num_tg",0.9408109901164504]
[null,null,"d_num_tg_pca",0.9215316353149592]
[null,null,"d_num_to",0.9295833133158652]
[null,null,"d_num_to_pca",0.9144527030028912]
[null,null,"d_original",0.9735601985460182]
[null,null,"d_perc_tg",0.9724462273146484]
[null,null,"d_perc_tg_pca",0.9267370331379308]
[null,null,"d_perc_to",0.9776829268292684]
[null,null,"d_perc_to_pca",0.9380631409304124]
["DecisionTree","ADASYN - After split","d_num_tg",0.5581818181818181]
[null,null,"d_num_tg_pca",0.5187834224598931]
[null,null,"d_num_to",0.5578144078144078]
[null,null,"d_num_to_pca",0.5522438672438673]
[null,null,"d_original",0.783948273948274]
[null,null,"d_perc_tg",0.7599639249639251]
[null,null,"d_perc_tg_pca",0.6200211389917272]
[null,null,"d_perc_to",0.802104700854701]
[null,null,"d_perc_to_pca",0.6073272642390288]
[null,"ADASYN - Before split","d_num_tg",0.8866533998228343]
[null,null,"d_num_tg_pca",0.8843866840491078]
[null,null,"d_num_to",0.8614035290211248]
[null,null,"d_num_to_pca",0.8528664658183158]
[null,null,"d_original",0.9438469614194306]
[null,null,"d_perc_tg",0.9449711168164312]
[null,null,"d_perc_tg_pca",0.8792258124745362]
[null,null,"d_perc_to",0.9619679240314668]
[null,null,"d_perc_to_pca",0.873386050635798]
[null,"No sampling","d_num_tg",0.8464285714285715]
[null,null,"d_num_tg_pca",0.7149206349206348]
[null,null,"d_num_to",0.8191666666666666]
[null,null,"d_num_to_pca",0.925]
[null,null,"d_original",0.968888888888889]
[null,null,"d_perc_tg",0.9523809523809524]
[null,null,"d_perc_tg_pca",0.7513780663780664]
[null,null,"d_perc_to",0.9508333333333334]
[null,null,"d_perc_to_pca",0.98]
[null,"SMOTE - After split","d_num_tg",0.5787468671679198]
[null,null,"d_num_tg_pca",0.585007215007215]
[null,null,"d_num_to",0.6135897435897436]
[null,null,"d_num_to_pca",0.6727272727272727]
[null,null,"d_original",0.7242171717171717]
[null,null,"d_perc_tg",0.8204365079365079]
[null,null,"d_perc_tg_pca",0.7174572649572649]
[null,null,"d_perc_to",0.8438461538461539]
[null,null,"d_perc_to_pca",0.7274206349206349]
[null,"SMOTE - Before split","d_num_tg",0.8877621136173767]
[null,null,"d_num_tg_pca",0.8701780301117523]
[null,null,"d_num_to",0.8821146437202827]
[null,null,"d_num_to_pca",0.8787432175860117]
[null,null,"d_original",0.9542305795029919]
[null,null,"d_perc_tg",0.9565638426614036]
[null,null,"d_perc_tg_pca",0.9062124449067356]
[null,null,"d_perc_to",0.9678887967770556]
[null,null,"d_perc_to_pca",0.9384615803733448]
["MLP","ADASYN - After split","d_num_tg",0.903531746031746]
[null,null,"d_num_tg_pca",0.8021284271284271]
[null,null,"d_num_to",0.9055050505050506]
[null,null,"d_num_to_pca",0.7892748917748917]
[null,null,"d_original",0.9103174603174604]
[null,null,"d_perc_tg",0.951388888888889]
[null,null,"d_perc_tg_pca",0.9452777777777778]
[null,null,"d_perc_to",0.9477777777777778]
[null,null,"d_perc_to_pca",0.8927777777777777]
[null,"ADASYN - Before split","d_num_tg",0.9810604218998999]
[null,null,"d_num_tg_pca",0.9592835330044632]
[null,null,"d_num_to",0.9783918104961782]
[null,null,"d_num_to_pca",0.9565216739387944]
[null,null,"d_original",0.9857669556762012]
[null,null,"d_perc_tg",0.9826829268292684]
[null,null,"d_perc_tg_pca",0.9782229965156796]
[null,null,"d_perc_to",0.9831452070334656]
[null,null,"d_perc_to_pca",0.9724989093593746]
[null,"No sampling","d_num_tg",0.9833333333333334]
[null,null,"d_num_tg_pca",0.9083333333333334]
[null,null,"d_num_to",0.9666666666666666]
[null,null,"d_num_to_pca",0.93]
[null,null,"d_original",0.98]
[null,null,"d_perc_tg",0.9833333333333334]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",0.9875]
[null,null,"d_perc_to_pca",1]
[null,"SMOTE - After split","d_num_tg",0.9057142857142856]
[null,null,"d_num_tg_pca",0.8273629148629148]
[null,null,"d_num_to",0.9200396825396826]
[null,null,"d_num_to_pca",0.7858333333333334]
[null,null,"d_original",0.9179365079365081]
[null,null,"d_perc_tg",0.95]
[null,null,"d_perc_tg_pca",0.9309920634920636]
[null,null,"d_perc_to",0.9446031746031748]
[null,null,"d_perc_to_pca",0.9063888888888888]
[null,"SMOTE - Before split","d_num_tg",0.9807200929152148]
[null,null,"d_num_tg_pca",0.9581882389369628]
[null,null,"d_num_to",0.9808943089430894]
[null,null,"d_num_to_pca",0.9597455174454608]
[null,null,"d_original",0.985656213704994]
[null,null,"d_perc_tg",0.98570888366691]
[null,null,"d_perc_tg_pca",0.9785633255003648]
[null,null,"d_perc_to",0.9855981416957028]
[null,null,"d_perc_to_pca",0.9763511870999108]
["RandomForests","ADASYN - After split","d_num_tg",0.7052020202020202]
[null,null,"d_num_tg_pca",0.7057936507936508]
[null,null,"d_num_to",0.7501082251082251]
[null,null,"d_num_to_pca",0.7274633699633699]
[null,null,"d_original",0.8203282828282829]
[null,null,"d_perc_tg",0.9023809523809524]
[null,null,"d_perc_tg_pca",0.6212698412698413]
[null,null,"d_perc_to",0.8932828282828285]
[null,null,"d_perc_to_pca",0.6412920412920413]
[null,"ADASYN - Before split","d_num_tg",0.9189404645625516]
[null,null,"d_num_tg_pca",0.9494857731444002]
[null,null,"d_num_to",0.9060175842343516]
[null,null,"d_num_to_pca",0.9115965086647916]
[null,null,"d_original",0.9643273775761012]
[null,null,"d_perc_tg",0.96542844834565]
[null,null,"d_perc_tg_pca",0.9080935949724946]
[null,null,"d_perc_to",0.9610135759187168]
[null,null,"d_perc_to_pca",0.8901924075028725]
[null,"No sampling","d_num_tg",0.9666666666666666]
[null,null,"d_num_tg_pca",1]
[null,null,"d_num_to",0.95]
[null,null,"d_num_to_pca",1]
[null,null,"d_original",1]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",0.9633333333333332]
[null,null,"d_perc_to",1]
[null,null,"d_perc_to_pca",1]
[null,"SMOTE - After split","d_num_tg",0.8076984126984128]
[null,null,"d_num_tg_pca",0.746031746031746]
[null,null,"d_num_to",0.7585714285714286]
[null,null,"d_num_to_pca",0.7496717171717172]
[null,null,"d_original",0.8998737373737373]
[null,null,"d_perc_tg",0.9446428571428572]
[null,null,"d_perc_tg_pca",0.7226370851370851]
[null,null,"d_perc_to",0.9155050505050506]
[null,null,"d_perc_to_pca",0.7982792207792208]
[null,"SMOTE - Before split","d_num_tg",0.9565097448451182]
[null,null,"d_num_tg_pca",0.9460308768561748]
[null,null,"d_num_to",0.9422912047302292]
[null,null,"d_num_to_pca",0.9248713646082066]
[null,null,"d_original",0.9777409988385598]
[null,null,"d_perc_tg",0.9740227021040976]
[null,null,"d_perc_tg_pca",0.9281693013148914]
[null,null,"d_perc_to",0.9779634357939878]
[null,null,"d_perc_to_pca",0.927056092895571]
["SVM","ADASYN - After split","d_num_tg",0.835]
[null,null,"d_num_tg_pca",0.5762509794127441]
[null,null,"d_num_to",0.7689529914529915]
[null,null,"d_num_to_pca",0.6039285714285715]
[null,null,"d_original",0.9361111111111112]
[null,null,"d_perc_tg",0.8921031746031748]
[null,null,"d_perc_tg_pca",0.5701453276685475]
[null,null,"d_perc_to",0.9051082251082252]
[null,null,"d_perc_to_pca",0.5273665223665224]
[null,"ADASYN - Before split","d_num_tg",0.98]
[null,null,"d_num_tg_pca",0.8527437926814827]
[null,null,"d_num_to",0.9486969361387964]
[null,null,"d_num_to_pca",0.8521562991168292]
[null,null,"d_original",0.9855400696864112]
[null,null,"d_perc_tg",0.975240775484678]
[null,null,"d_perc_tg_pca",0.9888888888888888]
[null,null,"d_perc_to",0.9778508889484498]
[null,null,"d_perc_to_pca",0.8524138441151802]
[null,"No sampling","d_num_tg",0.9857142857142858]
[null,null,"d_num_tg_pca",0.98]
[null,null,"d_num_to",0.955]
[null,null,"d_num_to_pca",0.875]
[null,null,"d_original",0.9875]
[null,null,"d_perc_tg",1]
[null,null,"d_perc_tg_pca",1]
[null,null,"d_perc_to",0.9888888888888888]
[null,null,"d_perc_to_pca",0.98]
[null,"SMOTE - After split","d_num_tg",0.875]
[null,null,"d_num_tg_pca",0.5211824851985035]
[null,null,"d_num_to",0.7831088356088356]
[null,null,"d_num_to_pca",0.7116666666666667]
[null,null,"d_original",0.9343253968253968]
[null,null,"d_perc_tg",0.9108333333333334]
[null,null,"d_perc_tg_pca",0.7097960372960372]
[null,null,"d_perc_to",0.8930050505050504]
[null,null,"d_perc_to_pca",0.7674074781427722]
[null,"SMOTE - Before split","d_num_tg",0.9631313131313129]
[null,null,"d_num_tg_pca",0.8952823252106856]
[null,null,"d_num_to",0.9733333333333334]
[null,null,"d_num_to_pca",0.8945671688301202]
[null,null,"d_original",0.9880898360478622]
[null,null,"d_perc_tg",0.9806591173054588]
[null,null,"d_perc_tg_pca",0.8982557264104282]
[null,null,"d_perc_to",0.9857088836669098]
[null,null,"d_perc_to_pca",0.8940562748677005]
["XGBoost","ADASYN - After split","d_num_tg",0.8880952380952382]
[null,null,"d_num_tg_pca",0.7759920634920634]
[null,null,"d_num_to",0.8507142857142858]
[null,null,"d_num_to_pca",0.7866883116883117]
[null,null,"d_original",0.8917063492063493]
[null,null,"d_perc_tg",0.9357142857142856]
[null,null,"d_perc_tg_pca",0.8086940836940837]
[null,null,"d_perc_to",0.8980555555555554]
[null,null,"d_perc_to_pca",0.8037698412698413]
[null,"ADASYN - Before split","d_num_tg",0.9690341139291792]
[null,null,"d_num_tg_pca",0.9501494105594084]
[null,null,"d_num_to",0.9723827653407916]
[null,null,"d_num_to_pca",0.934067082788013]
[null,null,"d_original",0.9759552845528456]
[null,null,"d_perc_tg",0.9824903722721438]
[null,null,"d_perc_tg_pca",0.9590867838910948]
[null,null,"d_perc_to",0.9802930402930402]
[null,null,"d_perc_to_pca",0.9628358170473884]
[null,"No sampling","d_num_tg",0.9234920634920636]
[null,null,"d_num_tg_pca",0.879047619047619]
[null,null,"d_num_to",0.895873015873016]
[null,null,"d_num_to_pca",0.8724999999999999]
[null,null,"d_original",0.9357142857142856]
[null,null,"d_perc_tg",0.956547619047619]
[null,null,"d_perc_tg_pca",0.9291666666666666]
[null,null,"d_perc_to",0.959047619047619]
[null,null,"d_perc_to_pca",0.9123809523809524]
[null,"SMOTE - After split","d_num_tg",0.8543650793650794]
[null,null,"d_num_tg_pca",0.7775]
[null,null,"d_num_to",0.8355555555555554]
[null,null,"d_num_to_pca",0.7728571428571428]
[null,null,"d_original",0.8771031746031746]
[null,null,"d_perc_tg",0.932936507936508]
[null,null,"d_perc_tg_pca",0.8528860028860029]
[null,null,"d_perc_to",0.9105555555555556]
[null,null,"d_perc_to_pca",0.8416666666666666]
[null,"SMOTE - Before split","d_num_tg",0.971697323285525]
[null,null,"d_num_tg_pca",0.9449902517599624]
[null,null,"d_num_to",0.9720610793428508]
[null,null,"d_num_to_pca",0.9501632298143926]
[null,null,"d_original",0.985479094076655]
[null,null,"d_perc_tg",0.9785604218999]
[null,null,"d_perc_tg_pca",0.9647184305579086]
[null,null,"d_perc_to",0.9828598231037255]
[null,null,"d_perc_to_pca",0.9509973271075272]

{"sheet":"f1","index":3,"n_rows":316,"n_cols":4,"rows_kept":316,"cut":false,"hidden":false,"merged":[[1,0,45,0],[46,0,90,0],[91,0,135,0],[136,0,180,0],[181,0,225,0],[226,0,270,0],[271,0,315,0],[1,1,9,1],[10,1,18,1],[19,1,27,1],[28,1,36,1],[37,1,45,1],[46,1,54,1],[55,1,63,1],[64,1,72,1],[73,1,81,1],[82,1,90,1],[91,1,99,1],[100,1,108,1],[109,1,117,1],[118,1,126,1],[127,1,135,1],[136,1,144,1],[145,1,153,1],[154,1,162,1],[163,1,171,1],[172,1,180,1],[181,1,189,1],[190,1,198,1],[199,1,207,1],[208,1,216,1],[217,1,225,1],[226,1,234,1],[235,1,243,1],[244,1,252,1],[253,1,261,1],[262,1,270,1],[271,1,279,1],[280,1,288,1],[289,1,297,1],[298,1,306,1],[307,1,315,1]]}
["ml_method","Sampling","dataset","mean_test_f1"]
["AdaBoost","ADASYN - After split","d_num_tg",0.7678270430979408]
[null,null,"d_num_tg_pca",0.747003056283242]
[null,null,"d_num_to",0.7919311759791635]
[null,null,"d_num_to_pca",0.7241665331273622]
[null,null,"d_original",0.8399296128707894]
[null,null,"d_perc_tg",0.8933566760037348]
[null,null,"d_perc_tg_pca",0.7947798417612659]
[null,null,"d_perc_to",0.8548441049834239]
[null,null,"d_perc_to_pca",0.7838183694530445]
[null,"ADASYN - Before split","d_num_tg",0.9580832299972186]
[null,null,"d_num_tg_pca",0.9307494945701956]
[null,null,"d_num_to",0.9528135008622812]
[null,null,"d_num_to_pca",0.9086294230613416]
[null,null,"d_original",0.980355293235988]
[null,null,"d_perc_tg",0.980944435311524]
[null,null,"d_perc_tg_pca",0.9590657313519648]
[null,null,"d_perc_to",0.9811907978600064]
[null,null,"d_perc_to_pca",0.9516973766928004]
[null,"No sampling","d_num_tg",0.7893799767483979]
[null,null,"d_num_tg_pca",0.7455370609782375]
[null,null,"d_num_to",0.7821148459383753]
[null,null,"d_num_to_pca",0.7627010244657302]
[null,null,"d_original",0.8424824504700666]
[null,null,"d_perc_tg",0.8936780866192631]
[null,null,"d_perc_tg_pca",0.8311743158801983]
[null,null,"d_perc_to",0.8793580765639589]
[null,null,"d_perc_to_pca",0.8195191083426379]
[null,"SMOTE - After split","d_num_tg",0.7565056022408964]
[null,null,"d_num_tg_pca",0.7184065449215536]
[null,null,"d_num_to",0.7580263157894737]
[null,null,"d_num_to_pca",0.7240337416431103]
[null,null,"d_original",0.8201138876603273]
[null,null,"d_perc_tg",0.8828647599390633]
[null,null,"d_perc_tg_pca",0.8456752269058772]
[null,null,"d_perc_to",0.8717737310848765]
[null,null,"d_perc_to_pca",0.8052244582043343]
[null,"SMOTE - Before split","d_num_tg",0.9570865605962048]
[null,null,"d_num_tg_pca",0.9316080565347312]
[null,null,"d_num_to",0.961492493004246]
[null,null,"d_num_to_pca",0.9290792733318156]
[null,null,"d_original",0.9794259208318036]
[null,null,"d_perc_tg",0.97784398560051]
[null,null,"d_perc_tg_pca",0.9593153575793462]
[null,null,"d_perc_to",0.975383878047704]
[null,null,"d_perc_to_pca",0.948568318906588]
["Bagging","ADASYN - After split","d_num_tg",0.7806227578750798]
[null,null,"d_num_tg_pca",0.7034947663275837]
[null,null,"d_num_to",0.7794143446852425]
[null,null,"d_num_to_pca",0.7286928104575164]
[null,null,"d_original",0.8591946778711484]
[null,null,"d_perc_tg",0.8790196078431374]
[null,null,"d_perc_tg_pca",0.7368212197159565]
[null,null,"d_perc_to",0.8703221288515406]
[null,null,"d_perc_to_pca",0.7202321981424149]
[null,"ADASYN - Before split","d_num_tg",0.967883924602872]
[null,null,"d_num_tg_pca",0.949378108350199]
[null,null,"d_num_to",0.9543744510137284]
[null,null,"d_num_to_pca",0.9419492952009154]
[null,null,"d_original",0.978015402687016]
[null,null,"d_perc_tg",0.9744795880294436]
[null,null,"d_perc_tg_pca",0.9481708311604976]
[null,null,"d_perc_to",0.9722261680972136]
[null,null,"d_perc_to_pca",0.942358921904705]
[null,"No sampling","d_num_tg",0.6941575091575092]
[null,null,"d_num_tg_pca",0.6834033613445378]
[null,null,"d_num_to",0.7234820081878907]
[null,null,"d_num_to_pca",0.6736336032388665]
[null,null,"d_original",0.8227165481577247]
[null,null,"d_perc_tg",0.8367399267399268]
[null,null,"d_perc_tg_pca",0.7968957023368788]
[null,null,"d_perc_to",0.8579761904761904]
[null,null,"d_perc_to_pca",0.8243525102348632]
[null,"SMOTE - After split","d_num_tg",0.7211980271190798]
[null,null,"d_num_tg_pca",0.6966134793998571]
[null,null,"d_num_to",0.7519031647746817]
[null,null,"d_num_to_pca",0.7276659786721706]
[null,null,"d_original",0.8433006535947711]
[null,null,"d_perc_tg",0.8849202758026287]
[null,null,"d_perc_tg_pca",0.793475344371158]
[null,null,"d_perc_to",0.8683106049437319]
[null,null,"d_perc_to_pca",0.7773391812865497]
[null,"SMOTE - Before split","d_num_tg",0.9605135868411208]
[null,null,"d_num_tg_pca",0.935624372556468]
[null,null,"d_num_to",0.9574122848472584]
[null,null,"d_num_to_pca",0.9337972306997478]
[null,null,"d_original",0.9791857006919852]
[null,null,"d_perc_tg",0.9741797280878924]
[null,null,"d_perc_tg_pca",0.9583578343185396]
[null,null,"d_perc_to",0.9764144250380364]
[null,null,"d_perc_to_pca",0.9568954094978702]
["DecisionTree","ADASYN - After split","d_num_tg",0.6531066137015794]
[null,null,"d_num_tg_pca",0.599640768588137]
[null,null,"d_num_to",0.6322578728461081]
[null,null,"d_num_to_pca",0.5802356718078888]
[null,null,"d_original",0.8182367683915672]
[null,null,"d_perc_tg",0.8099157206742346]
[null,null,"d_perc_tg_pca",0.7173457981348006]
[null,null,"d_perc_to",0.8440583075335397]
[null,null,"d_perc_to_pca",0.6785414078674947]
[null,"ADASYN - Before split","d_num_tg",0.9082245974492464]
[null,null,"d_num_tg_pca",0.9012350362728672]
[null,null,"d_num_to",0.8911200359126561]
[null,null,"d_num_to_pca",0.8651627463242869]
[null,null,"d_original",0.9610982668822204]
[null,null,"d_perc_tg",0.954293933914187]
[null,null,"d_perc_tg_pca",0.9087301541199778]
[null,null,"d_perc_to",0.960225445206458]
[null,null,"d_perc_to_pca",0.9012584810679292]
[null,"No sampling","d_num_tg",0.6865196078431373]
[null,null,"d_num_tg_pca",0.6151423713885015]
[null,null,"d_num_to",0.6718575189860019]
[null,null,"d_num_to_pca",0.7147918911154205]
[null,null,"d_original",0.7853828197945845]
[null,null,"d_perc_tg",0.833576834242469]
[null,null,"d_perc_tg_pca",0.7089027716349697]
[null,null,"d_perc_to",0.7947435897435897]
[null,null,"d_perc_to_pca",0.7801212023270846]
[null,"SMOTE - After split","d_num_tg",0.5956389820750434]
[null,null,"d_num_tg_pca",0.6006994073813295]
[null,null,"d_num_to",0.5820294199551166]
[null,null,"d_num_to_pca",0.6870536635706914]
[null,null,"d_original",0.7819010762199616]
[null,null,"d_perc_tg",0.8158823529411764]
[null,null,"d_perc_tg_pca",0.7313662644544998]
[null,null,"d_perc_to",0.805599312967734]
[null,null,"d_perc_to_pca",0.7315522875816993]
[null,"SMOTE - Before split","d_num_tg",0.8675208811365203]
[null,null,"d_num_tg_pca",0.8956968236137948]
[null,null,"d_num_to",0.8873520571882081]
[null,null,"d_num_to_pca",0.8836809505439718]
[null,null,"d_original",0.9581769743069528]
[null,null,"d_perc_tg",0.9607174366973734]
[null,null,"d_perc_tg_pca",0.9302907823584592]
[null,null,"d_perc_to",0.9613447567483998]
[null,null,"d_perc_to_pca",0.9196610376346264]
["MLP","ADASYN - After split","d_num_tg",0.8924673202614379]
[null,null,"d_num_tg_pca",0.7962535014005602]
[null,null,"d_num_to",0.8838692319032877]
[null,null,"d_num_to_pca",0.7867063492063492]
[null,null,"d_original",0.8949948400412797]
[null,null,"d_perc_tg",0.9322058823529412]
[null,null,"d_perc_tg_pca",0.8978384687208217]
[null,null,"d_perc_to",0.929435107376284]
[null,null,"d_perc_to_pca",0.8920897832817338]
[null,"ADASYN - Before split","d_num_tg",0.9890364885381692]
[null,null,"d_num_tg_pca",0.9744701794109784]
[null,null,"d_num_to",0.9878321130696484]
[null,null,"d_num_to_pca",0.9717452804677394]
[null,null,"d_original",0.9914748132656506]
[null,null,"d_perc_tg",0.9886047383621224]
[null,null,"d_perc_tg_pca",0.9888271604938272]
[null,null,"d_perc_to",0.9887564940016518]
[null,null,"d_perc_to_pca",0.9845894473310842]
[null,"No sampling","d_num_tg",0.8914495798319327]
[null,null,"d_num_tg_pca",0.8184873949579833]
[null,null,"d_num_to",0.8738253722541648]
[null,null,"d_num_to_pca",0.8020401493930907]
[null,null,"d_original",0.8911176224875916]
[null,null,"d_perc_tg",0.9423529411764706]
[null,null,"d_perc_tg_pca",0.8891452991452992]
[null,null,"d_perc_to",0.919358076563959]
[null,null,"d_perc_to_pca",0.8649202758026288]
[null,"SMOTE - After split","d_num_tg",0.8807103543171655]
[null,null,"d_num_tg_pca",0.809737834405017]
[null,null,"d_num_to",0.8854430193129883]
[null,null,"d_num_to_pca",0.7769164332399626]
[null,null,"d_original",0.8996732026143791]
[null,null,"d_perc_tg",0.9180182072829132]
[null,null,"d_perc_tg_pca",0.8971144868203693]
[null,null,"d_perc_to",0.9184430438842204]
[null,null,"d_perc_to_pca",0.8809920634920635]
[null,"SMOTE - Before split","d_num_tg",0.9890086089615916]
[null,null,"d_num_tg_pca",0.9758703416064568]
[null,null,"d_num_to",0.9902715002479916]
[null,null,"d_num_to_pca",0.9719880765381564]
[null,null,"d_original",0.992711949877196]
[null,null,"d_perc_tg",0.9903306347081446]
[null,null,"d_perc_tg_pca",0.9890673806336456]
[null,null,"d_perc_to",0.990239882576317]
[null,null,"d_perc_to_pca",0.9866864282526931]
["RandomForests","ADASYN - After split","d_num_tg",0.7676286303995282]
[null,null,"d_num_tg_pca",0.7083212934296526]
[null,null,"d_num_to",0.8034210526315789]
[null,null,"d_num_to_pca",0.7352072583419333]
[null,null,"d_original",0.8463412206988059]
[null,null,"d_perc_tg",0.8767269984917044]
[null,null,"d_perc_tg_pca",0.7033574591603935]
[null,null,"d_perc_to",0.8702498894294559]
[null,null,"d_perc_to_pca",0.7289178771154809]
[null,"ADASYN - Before split","d_num_tg",0.9574986087267826]
[null,null,"d_num_tg_pca",0.9504122818390308]
[null,null,"d_num_to",0.9501488209015544]
[null,null,"d_num_to_pca",0.9368109330898864]
[null,null,"d_original",0.980513561537413]
[null,null,"d_perc_tg",0.970535374327846]
[null,null,"d_perc_tg_pca",0.947912513390768]
[null,null,"d_perc_to",0.9697535432411368]
[null,null,"d_perc_to_pca",0.9381971201237234]
[null,"No sampling","d_num_tg",0.6982634032634033]
[null,null,"d_num_tg_pca",0.6611363636363636]
[null,null,"d_num_to",0.6962559009617832]
[null,null,"d_num_to_pca",0.6258644133644135]
[null,null,"d_original",0.841516914458091]
[null,null,"d_perc_tg",0.8661080586080587]
[null,null,"d_perc_tg_pca",0.6531535131535132]
[null,null,"d_perc_to",0.870970695970696]
[null,null,"d_perc_to_pca",0.7183516483516483]
[null,"SMOTE - After split","d_num_tg",0.7792596782302665]
[null,null,"d_num_tg_pca",0.7208609854198089]
[null,null,"d_num_to",0.7509846921224631]
[null,null,"d_num_to_pca",0.7298104329451078]
[null,null,"d_original",0.861220821661998]
[null,null,"d_perc_tg",0.8816176470588234]
[null,null,"d_perc_tg_pca",0.7406565527695558]
[null,null,"d_perc_to",0.8772287335987026]
[null,null,"d_perc_to_pca",0.8104308565531477]
[null,"SMOTE - Before split","d_num_tg",0.9438959277198372]
[null,null,"d_num_tg_pca",0.9377922163636836]
[null,null,"d_num_to",0.9473865710206348]
[null,null,"d_num_to_pca",0.9298090974580632]
[null,null,"d_original",0.9818043855229336]
[null,null,"d_perc_tg",0.977849793706896]
[null,null,"d_perc_tg_pca",0.9611039681458564]
[null,null,"d_perc_to",0.976503361933697]
[null,null,"d_perc_to_pca",0.9574369185708768]
["SVM","ADASYN - After split","d_num_tg",0.8365144478844169]
[null,null,"d_num_tg_pca",0.6800337586390219]
[null,null,"d_num_to",0.8195796197266786]
[null,null,"d_num_to_pca",0.6771260661535261]
[null,null,"d_original",0.8951493930905695]
[null,null,"d_perc_tg",0.8993954248366013]
[null,null,"d_perc_tg_pca",0.7092166661454588]
[null,null,"d_perc_to",0.9019509558209252]
[null,null,"d_perc_to_pca",0.6737865719330249]
[null,"ADASYN - Before split","d_num_tg",0.9721616062757096]
[null,null,"d_num_tg_pca",0.8928847683643933]
[null,null,"d_num_to",0.9723977996094254]
[null,null,"d_num_to_pca",0.8774421407817424]
[null,null,"d_original",0.9901520619428992]
[null,null,"d_perc_tg",0.984839337096721]
[null,null,"d_perc_tg_pca",0.9062413037846784]
[null,null,"d_perc_to",0.9836633992229856]
[null,null,"d_perc_to_pca",0.915248018504924]
[null,"No sampling","d_num_tg",0.6892066267066268]
[null,null,"d_num_tg_pca",0.5553246753246753]
[null,null,"d_num_to",0.7777566877566877]
[null,null,"d_num_to_pca",0.5094627594627595]
[null,null,"d_original",0.894096279537456]
[null,null,"d_perc_tg",0.9235883827215098]
[null,null,"d_perc_tg_pca",0.8317032967032967]
[null,null,"d_perc_to",0.8964118724412842]
[null,null,"d_perc_to_pca",0.8735646809331021]
[null,"SMOTE - After split","d_num_tg",0.8225808393532852]
[null,null,"d_num_tg_pca",0.6236801866446455]
[null,null,"d_num_to",0.824901257153579]
[null,null,"d_num_to_pca",0.6827680311890838]
[null,null,"d_original",0.8943160597572362]
[null,null,"d_perc_tg",0.9011507936507936]
[null,null,"d_perc_tg_pca",0.7809929855295989]
[null,null,"d_perc_to",0.884450955820925]
[null,null,"d_perc_to_pca",0.7786549707602339]
[null,"SMOTE - Before split","d_num_tg",0.9667569531367046]
[null,null,"d_num_tg_pca",0.8626241055933231]
[null,null,"d_num_to",0.9643036939915892]
[null,null,"d_num_to_pca",0.8649999443525671]
[null,null,"d_original",0.9927105246382354]
[null,null,"d_perc_tg",0.985274041060357]
[null,null,"d_perc_tg_pca",0.9257940356318236]
[null,null,"d_perc_to",0.990176170698259]
[null,null,"d_perc_to_pca",0.925763874069173]
["XGBoost","ADASYN - After split","d_num_tg",0.8805882352941176]
[null,null,"d_num_tg_pca",0.789091970121382]
[null,null,"d_num_to",0.8460359231411863]
[null,null,"d_num_to_pca",0.7856209150326798]
[null,null,"d_original",0.8759917043740574]
[null,null,"d_perc_tg",0.9107843137254904]
[null,null,"d_perc_tg_pca",0.8330720277314706]
[null,null,"d_perc_to",0.8881438985850751]
[null,null,"d_perc_to_pca",0.8212548528183203]
[null,"ADASYN - Before split","d_num_tg",0.982010295133606]
[null,null,"d_num_tg_pca",0.9641447022029844]
[null,null,"d_num_to",0.9857645179840666]
[null,null,"d_num_to_pca",0.9555352566046466]
[null,null,"d_original",0.9853335383086091]
[null,null,"d_perc_tg",0.9872419036659542]
[null,null,"d_perc_tg_pca",0.9778632311368444]
[null,null,"d_perc_to",0.984870201294252]
[null,null,"d_perc_to_pca",0.9760990743935736]
[null,"No sampling","d_num_tg",0.7975091575091575]
[null,null,"d_num_tg_pca",0.7392733247145011]
[null,null,"d_num_to",0.8009493284493285]
[null,null,"d_num_to_pca",0.7400608705020469]
[null,null,"d_original",0.8513226788691185]
[null,null,"d_perc_tg",0.8845238095238097]
[null,null,"d_perc_tg_pca",0.8223442407265937]
[null,null,"d_perc_to",0.8784920634920634]
[null,null,"d_perc_to_pca",0.8293370681605975]
[null,"SMOTE - After split","d_num_tg",0.8314822595704949]
[null,null,"d_num_tg_pca",0.7665472504791391]
[null,null,"d_num_to",0.8236227824463118]
[null,null,"d_num_to_pca",0.7750653594771242]
[null,null,"d_original",0.8725869821612855]
[null,null,"d_perc_tg",0.9107352941176472]
[null,null,"d_perc_tg_pca",0.834607843137255]
[null,null,"d_perc_to",0.8880948789772318]
[null,null,"d_perc_to_pca",0.8322549019607843]
[null,"SMOTE - Before split","d_num_tg",0.9830683392601952]
[null,null,"d_num_tg_pca",0.9564366103993998]
[null,null,"d_num_to",0.9780526227585052]
[null,null,"d_num_to_pca",0.9622271697039216]
[null,null,"d_original",0.9902725626988532]
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[null,null,"d_perc_tg_pca",0.9794260777634156]
[null,null,"d_perc_to",0.9864159598842696]
[null,null,"d_perc_to_pca",0.9674835019825456]

{"sheet":"roc_auc","index":4,"n_rows":316,"n_cols":4,"rows_kept":316,"cut":false,"hidden":false,"merged":[[1,0,45,0],[46,0,90,0],[91,0,135,0],[136,0,180,0],[181,0,225,0],[226,0,270,0],[271,0,315,0],[1,1,9,1],[10,1,18,1],[19,1,27,1],[28,1,36,1],[37,1,45,1],[46,1,54,1],[55,1,63,1],[64,1,72,1],[73,1,81,1],[82,1,90,1],[91,1,99,1],[100,1,108,1],[109,1,117,1],[118,1,126,1],[127,1,135,1],[136,1,144,1],[145,1,153,1],[154,1,162,1],[163,1,171,1],[172,1,180,1],[181,1,189,1],[190,1,198,1],[199,1,207,1],[208,1,216,1],[217,1,225,1],[226,1,234,1],[235,1,243,1],[244,1,252,1],[253,1,261,1],[262,1,270,1],[271,1,279,1],[280,1,288,1],[289,1,297,1],[298,1,306,1],[307,1,315,1]]}
["ml_method","Sampling","dataset","mean_test_roc_auc"]
["AdaBoost","ADASYN - After split","d_num_tg",0.970020325203252]
[null,null,"d_num_tg_pca",0.9264608739837398]
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[null,null,"d_perc_to",0.983631436314363]
[null,null,"d_perc_to_pca",0.9637618563685638]
[null,"ADASYN - Before split","d_num_tg",0.9856189024390244]
[null,null,"d_num_tg_pca",0.9722538354536367]
[null,null,"d_num_to",0.9884451219512196]
[null,null,"d_num_to_pca",0.9668567108580494]
[null,null,"d_original",0.9958871951219516]
[null,null,"d_perc_tg",0.9971388367729832]
[null,null,"d_perc_tg_pca",0.9855639071294556]
[null,null,"d_perc_to",0.9957912757973734]
[null,null,"d_perc_to_pca",0.9863206424747174]
[null,"No sampling","d_num_tg",0.967530487804878]
[null,null,"d_num_tg_pca",0.9437288279132792]
[null,null,"d_num_to",0.9600389566395664]
[null,null,"d_num_to_pca",0.9599695121951221]
[null,null,"d_original",0.9784349593495936]
[null,null,"d_perc_tg",0.9819097222222222]
[null,null,"d_perc_tg_pca",0.9752845528455284]
[null,null,"d_perc_to",0.9853057249322492]
[null,null,"d_perc_to_pca",0.9763296070460704]
[null,"SMOTE - After split","d_num_tg",0.9655589430894308]
[null,null,"d_num_tg_pca",0.9084425813008132]
[null,null,"d_num_to",0.9593030149051492]
[null,null,"d_num_to_pca",0.930805386178862]
[null,null,"d_original",0.973090701219512]
[null,null,"d_perc_tg",0.985430216802168]
[null,null,"d_perc_tg_pca",0.9761636178861788]
[null,null,"d_perc_to",0.985599593495935]
[null,null,"d_perc_to_pca",0.9668368902439024]
[null,"SMOTE - Before split","d_num_tg",0.9838109756097564]
[null,null,"d_num_tg_pca",0.9796341463414632]
[null,null,"d_num_to",0.9857621951219512]
[null,null,"d_num_to_pca",0.9736585365853656]
[null,null,"d_original",0.9981097560975608]
[null,null,"d_perc_tg",0.9967682926829268]
[null,null,"d_perc_tg_pca",0.9881097560975608]
[null,null,"d_perc_to",0.9968902439024392]
[null,null,"d_perc_to_pca",0.9803048780487806]
["Bagging","ADASYN - After split","d_num_tg",0.9606165311653116]
[null,null,"d_num_tg_pca",0.9265811314363144]
[null,null,"d_num_to",0.9623890582655829]
[null,null,"d_num_to_pca",0.9300118563685638]
[null,null,"d_original",0.9806537940379404]
[null,null,"d_perc_tg",0.9827684620596204]
[null,null,"d_perc_tg_pca",0.96501820799458]
[null,null,"d_perc_to",0.9883079268292684]
[null,null,"d_perc_to_pca",0.951484586720867]
[null,"ADASYN - Before split","d_num_tg",0.9955472560975612]
[null,null,"d_num_tg_pca",0.9861255334521782]
[null,null,"d_num_to",0.9961585365853658]
[null,null,"d_num_to_pca",0.9837539304835556]
[null,null,"d_original",0.9941516768292684]
[null,null,"d_perc_tg",0.9973788305190744]
[null,null,"d_perc_tg_pca",0.9954924953095686]
[null,null,"d_perc_to",0.9961964509068169]
[null,null,"d_perc_to_pca",0.9911154074955384]
[null,"No sampling","d_num_tg",0.9395867208672088]
[null,null,"d_num_tg_pca",0.9412165481029808]
[null,null,"d_num_to",0.941644647696477]
[null,null,"d_num_to_pca",0.9543199525745256]
[null,null,"d_original",0.9723835535230352]
[null,null,"d_perc_tg",0.9747391598915992]
[null,null,"d_perc_tg_pca",0.9760619918699188]
[null,null,"d_perc_to",0.9732435636856368]
[null,null,"d_perc_to_pca",0.968366361788618]
[null,"SMOTE - After split","d_num_tg",0.9537516937669376]
[null,null,"d_num_tg_pca",0.9281084857723576]
[null,null,"d_num_to",0.95496358401084]
[null,null,"d_num_to_pca",0.9305017784552844]
[null,null,"d_original",0.9832740514905148]
[null,null,"d_perc_tg",0.9850097391598917]
[null,null,"d_perc_tg_pca",0.9718013211382112]
[null,null,"d_perc_to",0.9834112466124662]
[null,null,"d_perc_to_pca",0.961875]
[null,"SMOTE - Before split","d_num_tg",0.9939329268292684]
[null,null,"d_num_tg_pca",0.980060975609756]
[null,null,"d_num_to",0.9926524390243904]
[null,null,"d_num_to_pca",0.9828963414634148]
[null,null,"d_original",0.9972256097560974]
[null,null,"d_perc_tg",0.9960060975609756]
[null,null,"d_perc_tg_pca",0.9945121951219512]
[null,null,"d_perc_to",0.9960975609756098]
[null,null,"d_perc_to_pca",0.990060975609756]
["DecisionTree","ADASYN - After split","d_num_tg",0.863042852303523]
[null,null,"d_num_tg_pca",0.8222870088075881]
[null,null,"d_num_to",0.8645824864498645]
[null,null,"d_num_to_pca",0.831276253387534]
[null,null,"d_original",0.9290739329268292]
[null,null,"d_perc_tg",0.9340193089430892]
[null,null,"d_perc_tg_pca",0.9184815379403796]
[null,null,"d_perc_to",0.9550419207317074]
[null,null,"d_perc_to_pca",0.9053218157181572]
[null,"ADASYN - Before split","d_num_tg",0.9340297256097559]
[null,null,"d_num_tg_pca",0.9217745556816034]
[null,null,"d_num_to",0.9141158536585364]
[null,null,"d_num_to_pca",0.8933086881391462]
[null,null,"d_original",0.9636913109756098]
[null,null,"d_perc_tg",0.9676934216697936]
[null,null,"d_perc_tg_pca",0.9439226860537836]
[null,null,"d_perc_to",0.9753379455909944]
[null,null,"d_perc_to_pca",0.9282049375371804]
[null,"No sampling","d_num_tg",0.850630081300813]
[null,null,"d_num_tg_pca",0.833744918699187]
[null,null,"d_num_to",0.87571222899729]
[null,null,"d_num_to_pca",0.8288791497289972]
[null,null,"d_original",0.8928053014905147]
[null,null,"d_perc_tg",0.9009938177506776]
[null,null,"d_perc_tg_pca",0.8932511856368566]
[null,null,"d_perc_to",0.90192581300813]
[null,null,"d_perc_to_pca",0.9234019308943088]
[null,"SMOTE - After split","d_num_tg",0.8387169715447154]
[null,null,"d_num_tg_pca",0.8424995765582656]
[null,null,"d_num_to",0.8450724085365854]
[null,null,"d_num_to_pca",0.8488744918699188]
[null,null,"d_original",0.9341463414634148]
[null,null,"d_perc_tg",0.9469135331978318]
[null,null,"d_perc_tg_pca",0.9153912601626016]
[null,null,"d_perc_to",0.934518970189702]
[null,null,"d_perc_to_pca",0.923159298780488]
[null,"SMOTE - Before split","d_num_tg",0.9084146341463416]
[null,null,"d_num_tg_pca",0.915060975609756]
[null,null,"d_num_to",0.9204573170731708]
[null,null,"d_num_to_pca",0.9209451219512196]
[null,null,"d_original",0.9735060975609756]
[null,null,"d_perc_tg",0.9634146341463417]
[null,null,"d_perc_tg_pca",0.9584451219512194]
[null,null,"d_perc_to",0.9735060975609756]
[null,null,"d_perc_to_pca",0.9392682926829268]
["MLP","ADASYN - After split","d_num_tg",0.97928777100271]
[null,null,"d_num_tg_pca",0.948151253387534]
[null,null,"d_num_to",0.9710509823848238]
[null,null,"d_num_to_pca",0.9527184959349594]
[null,null,"d_original",0.987760840108401]
[null,null,"d_perc_tg",0.9904115853658536]
[null,null,"d_perc_tg_pca",0.9890845189701896]
[null,null,"d_perc_to",0.991265243902439]
[null,null,"d_perc_to_pca",0.9797264566395664]
[null,"ADASYN - Before split","d_num_tg",0.9996935975609758]
[null,null,"d_num_tg_pca",0.9898243321718933]
[null,null,"d_num_to",0.9967378048780487]
[null,null,"d_num_to_pca",0.9897664018016488]
[null,null,"d_original",0.9989603658536584]
[null,null,"d_perc_tg",0.9974324968730456]
[null,null,"d_perc_tg_pca",0.995869449656035]
[null,null,"d_perc_to",0.9973092948717948]
[null,null,"d_perc_to_pca",0.9964128494943486]
[null,"No sampling","d_num_tg",0.977721036585366]
[null,null,"d_num_tg_pca",0.9504124322493226]
[null,null,"d_num_to",0.9664710365853658]
[null,null,"d_num_to_pca",0.9593877032520324]
[null,null,"d_original",0.9873484078590786]
[null,null,"d_perc_tg",0.9904192073170732]
[null,null,"d_perc_tg_pca",0.988965108401084]
[null,null,"d_perc_to",0.9919283536585366]
[null,null,"d_perc_to_pca",0.9802896341463416]
[null,"SMOTE - After split","d_num_tg",0.9774161585365851]
[null,null,"d_num_tg_pca",0.9493868563685636]
[null,null,"d_num_to",0.9682960704607046]
[null,null,"d_num_to_pca",0.950005081300813]
[null,null,"d_original",0.986352472899729]
[null,null,"d_perc_tg",0.9913338414634149]
[null,null,"d_perc_tg_pca",0.989358909214092]
[null,null,"d_perc_to",0.990625]
[null,null,"d_perc_to_pca",0.9809341124661246]
[null,"SMOTE - Before split","d_num_tg",0.9973170731707318]
[null,null,"d_num_tg_pca",0.9894512195121952]
[null,null,"d_num_to",0.9966463414634144]
[null,null,"d_num_to_pca",0.9885975609756098]
[null,null,"d_original",0.9981707317073172]
[null,null,"d_perc_tg",0.997378048780488]
[null,null,"d_perc_tg_pca",0.9970121951219511]
[null,null,"d_perc_to",0.9973170731707316]
[null,null,"d_perc_to_pca",0.9954268292682926]
["RandomForests","ADASYN - After split","d_num_tg",0.964605352303523]
[null,null,"d_num_tg_pca",0.9130504742547426]
[null,null,"d_num_to",0.9671587059620596]
[null,null,"d_num_to_pca",0.9276812330623307]
[null,null,"d_original",0.9839337737127372]
[null,null,"d_perc_tg",0.9836441395663956]
[null,null,"d_perc_tg_pca",0.9411026422764228]
[null,null,"d_perc_to",0.9895121951219512]
[null,null,"d_perc_to_pca",0.9575508130081302]
[null,"ADASYN - Before split","d_num_tg",0.9950472560975612]
[null,null,"d_num_tg_pca",0.9846540326283664]
[null,null,"d_num_to",0.9951829268292682]
[null,null,"d_num_to_pca",0.9815523285459336]
[null,null,"d_original",0.9988384146341464]
[null,null,"d_perc_tg",0.997284240150094]
[null,null,"d_perc_tg_pca",0.9957959271419636]
[null,null,"d_perc_to",0.9972970606629143]
[null,null,"d_perc_to_pca",0.9937076145151696]
[null,"No sampling","d_num_tg",0.95675897696477]
[null,null,"d_num_tg_pca",0.9333282520325202]
[null,null,"d_num_to",0.9557291666666666]
[null,null,"d_num_to_pca",0.9409002371273713]
[null,null,"d_original",0.9858282520325202]
[null,null,"d_perc_tg",0.9839837398373984]
[null,null,"d_perc_tg_pca",0.981219512195122]
[null,null,"d_perc_to",0.9877599932249324]
[null,null,"d_perc_to_pca",0.9694800135501356]
[null,"SMOTE - After split","d_num_tg",0.9617894647696478]
[null,null,"d_num_tg_pca",0.9186754742547424]
[null,null,"d_num_to",0.9610882452574524]
[null,null,"d_num_to_pca",0.9333917682926828]
[null,null,"d_original",0.9851566734417344]
[null,null,"d_perc_tg",0.9824280149051492]
[null,null,"d_perc_tg_pca",0.9581664972899728]
[null,null,"d_perc_to",0.9895045731707318]
[null,null,"d_perc_to_pca",0.9702599932249324]
[null,"SMOTE - Before split","d_num_tg",0.9907926829268292]
[null,null,"d_num_tg_pca",0.9799390243902438]
[null,null,"d_num_to",0.9886585365853658]
[null,null,"d_num_to_pca",0.984878048780488]
[null,null,"d_original",0.9967073170731708]
[null,null,"d_perc_tg",0.9971341463414634]
[null,null,"d_perc_tg_pca",0.995060975609756]
[null,null,"d_perc_to",0.997378048780488]
[null,null,"d_perc_to_pca",0.9953048780487804]
["SVM","ADASYN - After split","d_num_tg",0.9693724593495936]
[null,null,"d_num_tg_pca",0.9281571815718156]
[null,null,"d_num_to",0.95558858401084]
[null,null,"d_num_to_pca",0.9270045731707316]
[null,null,"d_original",0.9874788279132792]
[null,null,"d_perc_tg",0.9843064024390242]
[null,null,"d_perc_tg_pca",0.9816522696476964]
[null,null,"d_perc_to",0.9872332317073172]
[null,null,"d_perc_to_pca",0.9769715447154472]
[null,"ADASYN - Before split","d_num_tg",0.9953292682926828]
[null,null,"d_num_tg_pca",0.9483339748264592]
[null,null,"d_num_to",0.9939634146341464]
[null,null,"d_num_to_pca",0.9385887085351688]
[null,null,"d_original",0.996890243902439]
[null,null,"d_perc_tg",0.9959849906191368]
[null,null,"d_perc_tg_pca",0.9767727485928706]
[null,null,"d_perc_to",0.9959822936210132]
[null,null,"d_perc_to_pca",0.9803063652587746]
[null,"No sampling","d_num_tg",0.9664405487804878]
[null,null,"d_num_tg_pca",0.9310933265582656]
[null,null,"d_num_to",0.9607206978319782]
[null,null,"d_num_to_pca",0.9318478997289974]
[null,null,"d_original",0.9887991192411923]
[null,null,"d_perc_tg",0.9851829268292682]
[null,null,"d_perc_tg_pca",0.982832825203252]
[null,null,"d_perc_to",0.9882240853658536]
[null,null,"d_perc_to_pca",0.9725652100271004]
[null,"SMOTE - After split","d_num_tg",0.9637737127371272]
[null,null,"d_num_tg_pca",0.9171646341463416]
[null,null,"d_num_to",0.9538363821138212]
[null,null,"d_num_to_pca",0.932402608401084]
[null,null,"d_original",0.9870968834688346]
[null,null,"d_perc_tg",0.9849009146341464]
[null,null,"d_perc_tg_pca",0.9816023035230352]
[null,null,"d_perc_to",0.9857359417344174]
[null,null,"d_perc_to_pca",0.9762957317073172]
[null,"SMOTE - Before split","d_num_tg",0.9928048780487806]
[null,null,"d_num_tg_pca",0.9409756097560976]
[null,null,"d_num_to",0.992439024390244]
[null,null,"d_num_to_pca",0.93859756097561]
[null,null,"d_original",0.998841463414634]
[null,null,"d_perc_tg",0.9956707317073172]
[null,null,"d_perc_tg_pca",0.981951219512195]
[null,null,"d_perc_to",0.9960975609756098]
[null,null,"d_perc_to_pca",0.9794512195121952]
["XGBoost","ADASYN - After split","d_num_tg",0.9813440040650409]
[null,null,"d_num_tg_pca",0.9397688008130082]
[null,null,"d_num_to",0.9771832655826558]
[null,null,"d_num_to_pca",0.9456783536585366]
[null,null,"d_original",0.9889642615176152]
[null,null,"d_perc_tg",0.9886602303523035]
[null,null,"d_perc_tg_pca",0.986853827913279]
[null,null,"d_perc_to",0.992560975609756]
[null,null,"d_perc_to_pca",0.9716776761517616]
[null,"ADASYN - Before split","d_num_tg",0.9985914634146342]
[null,null,"d_num_tg_pca",0.9930676538908246]
[null,null,"d_num_to",0.998841463414634]
[null,null,"d_num_to_pca",0.991073340698564]
[null,null,"d_original",0.9991402439024391]
[null,null,"d_perc_tg",0.9993605378361476]
[null,null,"d_perc_tg_pca",0.9977299093183239]
[null,null,"d_perc_to",0.9989354283927454]
[null,null,"d_perc_to_pca",0.9974643069601428]
[null,"No sampling","d_num_tg",0.9799669715447152]
[null,null,"d_num_tg_pca",0.9477845528455284]
[null,null,"d_num_to",0.9715506436314362]
[null,null,"d_num_to_pca",0.961440548780488]
[null,null,"d_original",0.9881275406504066]
[null,null,"d_perc_tg",0.9899373306233062]
[null,null,"d_perc_tg_pca",0.9840099932249324]
[null,null,"d_perc_to",0.9889566395663956]
[null,null,"d_perc_to_pca",0.970306571815718]
[null,"SMOTE - After split","d_num_tg",0.9850948509485096]
[null,null,"d_num_tg_pca",0.9334239498644988]
[null,null,"d_num_to",0.980271002710027]
[null,null,"d_num_to_pca",0.9480149051490516]
[null,null,"d_original",0.9892081639566396]
[null,null,"d_perc_tg",0.9907477981029812]
[null,null,"d_perc_tg_pca",0.9843529810298104]
[null,null,"d_perc_to",0.989543529810298]
[null,null,"d_perc_to_pca",0.968216463414634]
[null,"SMOTE - Before split","d_num_tg",0.9973780487804876]
[null,null,"d_num_tg_pca",0.9918292682926828]
[null,null,"d_num_to",0.9974390243902438]
[null,null,"d_num_to_pca",0.993109756097561]
[null,null,"d_original",0.9994512195121952]
[null,null,"d_perc_tg",0.9979268292682926]
[null,null,"d_perc_tg_pca",0.9982926829268292]
[null,null,"d_perc_to",0.998170731707317]
[null,null,"d_perc_to_pca",0.9959146341463414]