Dataset,Method,Nblock,HalfWindow,N_leaf,AUC,SD
BD,PH,500,5000,5,0.675927914508396,0.0213254875149516
BD,PH,500,10000,5,0.67446496413771,0.0160402797697739
BD,PH,500,15000,5,0.673266048948514,0.0183712716533572
BD,PH,500,20000,5,0.666441501866668,0.0197331710191667
BD,PH,500,30000,5,0.66372469248895,0.0244279102621199
BD,PH,500,40000,5,0.667657229315849,0.0232379061465525
BD,PH,500,50000,5,0.650794144662521,0.0291094544040795
BD,PH,500,75000,5,0.640992045487584,0.0304635813400294
BD,PHd,500,5000,5,0.664034947386336,0.0143819784949677
BD,PHd,500,10000,5,0.658056528965337,0.0139309760729634
BD,PHd,500,15000,5,0.649615634857158,0.0135480169753941
BD,PHd,500,20000,5,0.643000488595209,0.0172217576756049
BD,PHd,500,30000,5,0.623388831997918,0.0211374817415269
BD,PHd,500,40000,5,0.627685347186395,0.0227905408577119
BD,PHd,500,50000,5,0.614419383168662,0.025987979160448
BD,PHd,500,75000,5,0.611119769328953,0.024714369924277
BD,PwoH,500,5000,5,0.66495107569058,0.0159292495913618
BD,PwoH,500,10000,5,0.664401924657955,0.0161452501666791
BD,PwoH,500,15000,5,0.65025604990319,0.011807736632183
BD,PwoH,500,20000,5,0.642201545161281,0.0158509718868263
BD,PwoH,500,30000,5,0.626054732806888,0.0226596495284199
BD,PwoH,500,40000,5,0.626125248168793,0.0212406419066948
BD,PwoH,500,50000,5,0.617005218459183,0.0236292185064741
BD,PwoH,500,75000,5,0.601444733868152,0.0298659791844454
CAD,PH,500,5000,5,0.663836432410576,0.0239409525842419
CAD,PH,500,10000,5,0.661758646591148,0.0268703890975119
CAD,PH,500,15000,5,0.667007233625988,0.0237355673674059
CAD,PH,500,20000,5,0.684250153646038,0.0178141624057873
CAD,PH,500,30000,5,0.69920395278199,0.0244988887907502
CAD,PH,500,40000,5,0.68975326596616,0.0189221416647304
CAD,PH,500,50000,5,0.679793938393207,0.019007783946676
CAD,PH,500,75000,5,0.672196229312617,0.0205453893265411
CAD,PHd,500,5000,5,0.659232229945184,0.0245299912929169
CAD,PHd,500,10000,5,0.655326718056771,0.0214875388792193
CAD,PHd,500,15000,5,0.660775623869917,0.0194439036073378
CAD,PHd,500,20000,5,0.682714049747644,0.0109625800584064
CAD,PHd,500,30000,5,0.689670183717827,0.0244515098980846
CAD,PHd,500,40000,5,0.681377969168171,0.0213279998654987
CAD,PHd,500,50000,5,0.665312561633078,0.0271367615569061
CAD,PHd,500,75000,5,0.654891959862593,0.0377371514120217
CAD,PwoH,500,5000,5,0.656787316244664,0.0260259792138156
CAD,PwoH,500,10000,5,0.653675704796082,0.0260796927092294
CAD,PwoH,500,15000,5,0.660534702064412,0.0215450473445596
CAD,PwoH,500,20000,5,0.685224633994006,0.0138474823990557
CAD,PwoH,500,30000,5,0.689938002527916,0.0261036082159566
CAD,PwoH,500,40000,5,0.689352460368142,0.0231956375612661
CAD,PwoH,500,50000,5,0.683682987413566,0.0343733607954654
CAD,PwoH,500,75000,5,0.669653181936151,0.0424062088448873
CD,PH,500,5000,5,0.797940891548954,0.0232862629717231
CD,PH,500,10000,5,0.797951390329001,0.0237890609190516
CD,PH,500,15000,5,0.795777736685901,0.018743307759853
CD,PH,500,20000,5,0.800160288536408,0.022971085130662
CD,PH,500,30000,5,0.791840987698759,0.0258245879794648
CD,PH,500,40000,5,0.78367818513813,0.0254153061379984
CD,PH,500,50000,5,0.771312094764617,0.0263171769740691
CD,PH,500,75000,5,0.767881216328489,0.0221826703594242
CD,PHd,500,5000,5,0.795263785991332,0.0186921271842465
CD,PHd,500,10000,5,0.790152631695416,0.0246288596857751
CD,PHd,500,15000,5,0.78268747066996,0.020534844352915
CD,PHd,500,20000,5,0.783332911477298,0.0226401229726866
CD,PHd,500,30000,5,0.779056120531615,0.0194334337791194
CD,PHd,500,40000,5,0.755283993389508,0.0195338008080471
CD,PHd,500,50000,5,0.743671861508292,0.0200162623819192
CD,PHd,500,75000,5,0.728926913926779,0.0269289111416598
CD,PwoH,500,5000,5,0.798036327543439,0.0197388330579981
CD,PwoH,500,10000,5,0.795505953912517,0.0229944584645531
CD,PwoH,500,15000,5,0.781070818018781,0.0229974560543804
CD,PwoH,500,20000,5,0.786931958872378,0.021892916572783
CD,PwoH,500,30000,5,0.783021814027324,0.0171450805452272
CD,PwoH,500,40000,5,0.764900994141019,0.015465784470899
CD,PwoH,500,50000,5,0.750563996956157,0.0182048884486522
CD,PwoH,500,75000,5,0.736792758124989,0.018451624045778
HT,PH,500,5000,5,0.713500155616221,0.0297176493882761
HT,PH,500,10000,5,0.720669349974472,0.0232540419897755
HT,PH,500,15000,5,0.718174053884599,0.0222611906687012
HT,PH,500,20000,5,0.713592180576346,0.0256966055174848
HT,PH,500,30000,5,0.70193372374323,0.0305282977556364
HT,PH,500,40000,5,0.694388851563536,0.0210077298727765
HT,PH,500,50000,5,0.684079478057261,0.0206246888635551
HT,PH,500,75000,5,0.683547982181159,0.0226224238753592
HT,PHd,500,5000,5,0.71067686551323,0.0287187406531387
HT,PHd,500,10000,5,0.713465118659577,0.0191503033755209
HT,PHd,500,15000,5,0.707437983943427,0.0203873856847451
HT,PHd,500,20000,5,0.702010051024915,0.0237777559163445
HT,PHd,500,30000,5,0.681311505972492,0.0235400248828777
HT,PHd,500,40000,5,0.664137693032662,0.0151426462924636
HT,PHd,500,50000,5,0.658267307085854,0.0187923726690777
HT,PHd,500,75000,5,0.654206537922633,0.0135703739989196
HT,PwoH,500,5000,5,0.712814452755758,0.0311973951329982
HT,PwoH,500,10000,5,0.720300990713339,0.0213637864688972
HT,PwoH,500,15000,5,0.709735035267857,0.0241037401231488
HT,PwoH,500,20000,5,0.709045544523793,0.0232407524119366
HT,PwoH,500,30000,5,0.687355311290375,0.0249062546475577
HT,PwoH,500,40000,5,0.674487628130795,0.0235045821004828
HT,PwoH,500,50000,5,0.675863254949179,0.0205011795424781
HT,PwoH,500,75000,5,0.667943390941316,0.0158657639560092
RA,PH,500,5000,5,0.827038067415439,0.0172685841774778
RA,PH,500,10000,5,0.833133124821917,0.018877270027334
RA,PH,500,15000,5,0.829950454459056,0.0228235886117155
RA,PH,500,20000,5,0.827361460062724,0.0201936444532457
RA,PH,500,30000,5,0.834279766918814,0.0218184810537465
RA,PH,500,40000,5,0.830037183844962,0.0222938192490832
RA,PH,500,50000,5,0.828593563554223,0.0205114587324605
RA,PH,500,75000,5,0.821936127620399,0.0213654334149918
RA,PHd,500,5000,5,0.830527171041907,0.0201681166861689
RA,PHd,500,10000,5,0.834966030634914,0.0205873776836662
RA,PHd,500,15000,5,0.826358564287585,0.0160484572089215
RA,PHd,500,20000,5,0.827941956235037,0.0174850946972444
RA,PHd,500,30000,5,0.828423018723964,0.0204351010432438
RA,PHd,500,40000,5,0.822148711239243,0.0206942391449049
RA,PHd,500,50000,5,0.821752799243204,0.0178412276695535
RA,PHd,500,75000,5,0.812468225540051,0.0199128136382672
RA,PwoH,500,5000,5,0.834983258247521,0.016351815781658
RA,PwoH,500,10000,5,0.839408340627331,0.0190416946517207
RA,PwoH,500,15000,5,0.839205480307181,0.0184458675857458
RA,PwoH,500,20000,5,0.838586852954097,0.0133351244667964
RA,PwoH,500,30000,5,0.836444173208099,0.0192746797470365
RA,PwoH,500,40000,5,0.829621185159771,0.0222288092038048
RA,PwoH,500,50000,5,0.828762419761449,0.0196968158631727
RA,PwoH,500,75000,5,0.820832304614427,0.0193452990265329
T1D,PH,500,5000,5,0.898861364216307,0.0152859929568389
T1D,PH,500,10000,5,0.897012577624471,0.0154985061812612
T1D,PH,500,15000,5,0.896243498187005,0.0138979084390106
T1D,PH,500,20000,5,0.890799275847481,0.0141127268495518
T1D,PH,500,30000,5,0.890561808420087,0.0161028112746723
T1D,PH,500,40000,5,0.898795429847947,0.0153558928142964
T1D,PH,500,50000,5,0.900002676983094,0.0127740777393496
T1D,PH,500,75000,5,0.896721790513787,0.0129966888372348
T1D,PHd,500,5000,5,0.892976042012667,0.013826670935195
T1D,PHd,500,10000,5,0.890076523988466,0.0139026104389743
T1D,PHd,500,15000,5,0.892661442063911,0.0129649485795126
T1D,PHd,500,20000,5,0.888778519698798,0.0129684126635151
T1D,PHd,500,30000,5,0.88679088325416,0.0156102832508297
T1D,PHd,500,40000,5,0.895979327064689,0.016104230425817
T1D,PHd,500,50000,5,0.89554046483692,0.0155132415510077
T1D,PHd,500,75000,5,0.894829449986951,0.0171002324593516
T1D,PwoH,500,5000,5,0.894662039339437,0.0144945299873811
T1D,PwoH,500,10000,5,0.892221627477275,0.0150283291799258
T1D,PwoH,500,15000,5,0.895075965841052,0.0147656119713416
T1D,PwoH,500,20000,5,0.891515658297839,0.0160919025849805
T1D,PwoH,500,30000,5,0.890174101294142,0.0153673411256879
T1D,PwoH,500,40000,5,0.899267956944164,0.0158753793442288
T1D,PwoH,500,50000,5,0.899641275921895,0.0168631619064357
T1D,PwoH,500,75000,5,0.899621383220831,0.0171501984814743
T2D,PH,500,5000,5,0.710408642993556,0.0289967985964422
T2D,PH,500,10000,5,0.714529706551132,0.0290483716626776
T2D,PH,500,15000,5,0.722605460621653,0.0299096896334743
T2D,PH,500,20000,5,0.722875922427127,0.0306051703743605
T2D,PH,500,30000,5,0.717861436355069,0.0351424913217244
T2D,PH,500,40000,5,0.716389376410934,0.0333348507919269
T2D,PH,500,50000,5,0.712316144666795,0.0299257556820559
T2D,PH,500,75000,5,0.70334160012468,0.0366289136116839
T2D,PHd,500,5000,5,0.720852840884066,0.0273322565144517
T2D,PHd,500,10000,5,0.720726283211118,0.0232547336860403
T2D,PHd,500,15000,5,0.721133426228315,0.0258134624838145
T2D,PHd,500,20000,5,0.716949509761214,0.0322141342145293
T2D,PHd,500,30000,5,0.703283488936718,0.0304665765949702
T2D,PHd,500,40000,5,0.706817694819132,0.0215741518138868
T2D,PHd,500,50000,5,0.693447215473277,0.0250346846540439
T2D,PHd,500,75000,5,0.670988691574392,0.0284919139969533
T2D,PwoH,500,5000,5,0.72632655370438,0.0289798031262206
T2D,PwoH,500,10000,5,0.731460632808564,0.0239094432017308
T2D,PwoH,500,15000,5,0.733215873672159,0.0263419222272768
T2D,PwoH,500,20000,5,0.730659136755459,0.0302912229305004
T2D,PwoH,500,30000,5,0.713297445890356,0.0312149469070097
T2D,PwoH,500,40000,5,0.713541225192299,0.0213596432191899
T2D,PwoH,500,50000,5,0.701414381914479,0.0287465829153493
T2D,PwoH,500,75000,5,0.680577990440107,0.0253097814904427