spb/wp35_uqo

1oos_loglik,brier,n,events,auc,calibration_slope,calibration_intercept,model,fold,n_train,error2-1.6147278603128579,0.3477243093646753,18.0,16.0,0.4375,0.038878271738374166,2.026196590725106,A2 P,rep0_fold0,68.0,3-0.42441452306857363,0.1520988690137464,17.0,13.0,0.8461538461538461,1.2521074991479944,-1.0679246732517913,A2 P,rep0_fold1,69.0,4-1.8840638143338655,0.36524821538527935,17.0,9.0,0.6875,0.08418244377459007,-0.0633491943728489,A2 P,rep0_fold2,69.0,5-0.20419397407706072,0.06244502228713764,17.0,15.0,0.9666666666666667,1.9906576661035766,0.9108619774489326,A2 P,rep0_fold3,69.0,6-4.430780053520126,0.5793041005247747,17.0,12.0,0.3,-0.0801749860789851,1.2633970374179302,A2 P,rep0_fold4,69.0,7-3.235938791775332,0.27368142086203257,18.0,15.0,0.16666666666666666,-2.0831738621865363,29.290934027674087,A2 P,rep1_fold0,68.0,8-1.315746596440423,0.21037165069507135,17.0,13.0,0.8076923076923077,0.10689476645030033,0.6291870257465465,A2 P,rep1_fold1,69.0,9-1.0161714346005353,0.3533902929376095,17.0,10.0,0.6,0.16558749332123757,-0.08836352642102288,A2 P,rep1_fold2,69.0,10-0.5729346434798638,0.20695281812362554,17.0,15.0,0.6,0.22382184725319815,1.7829883147126673,A2 P,rep1_fold3,69.0,11-0.6656800955333683,0.20903195900594115,17.0,12.0,0.6833333333333333,0.23594597549413338,0.3407316118726492,A2 P,rep1_fold4,69.0,12-0.6535914620065003,0.22121331070289185,18.0,15.0,0.5333333333333333,0.12986220355059042,1.1574914704584087,A2 P,rep2_fold0,68.0,13-1.1724788710482998,0.1792770540530261,17.0,13.0,0.8173076923076924,0.12363940891887464,1.2000716589774805,A2 P,rep2_fold1,69.0,14-1.3198524981977313,0.25193041506948205,17.0,11.0,0.6439393939393939,0.10438219359958759,0.559412467879823,A2 P,rep2_fold2,69.0,15,,,,,,,A2 P,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model16that was "17-0.6272651629454997,0.20899752686733333,17.0,12.0,0.7833333333333332,0.298914459138422,-0.13492340946207249,A2 P,rep2_fold4,69.0,18-0.3354806229051316,0.11812201104759944,18.0,16.0,0.8125,0.7154223125334125,1.2794408523026972,A2 P,rep3_fold0,68.0,19-0.4437086073143465,0.160879307140492,17.0,15.0,0.7666666666666666,0.5450830291381796,1.5103888106744947,A2 P,rep3_fold1,69.0,20-0.7134263555561973,0.24495887830512034,17.0,13.0,0.5384615384615385,0.13512967061778933,0.8857142154721119,A2 P,rep3_fold2,69.0,21-2.0924764941334812,0.35081623589589617,17.0,10.0,0.8214285714285715,0.11904897495158784,-0.289893176797397,A2 P,rep3_fold3,69.0,22-1.6048130374074236,0.3419129525794218,17.0,11.0,0.4621212121212121,0.06189947947451136,0.603530205162833,A2 P,rep3_fold4,69.0,23-2.672704537604353,0.3041410501715993,18.0,14.0,0.6160714285714286,0.04459856659665558,1.1363092241200814,A2 P,rep4_fold0,68.0,24-1.9549021624544816,0.40223376727601223,17.0,14.0,0.35714285714285715,-0.07318111305960068,1.8285145290206528,A2 P,rep4_fold1,69.0,25-0.5440219786887894,0.19883486902209552,17.0,13.0,0.6730769230769231,0.28649325884862875,0.720737069296145,A2 P,rep4_fold2,69.0,26-2.0611047237129547,0.2617154562801296,17.0,12.0,0.3833333333333333,-0.15207265561858585,1.45686686235328,A2 P,rep4_fold3,69.0,27-3.617187084826787,0.367433817812498,17.0,12.0,0.375,-0.06339638671810253,1.3132950385700353,A2 P,rep4_fold4,69.0,28-1.347115755852717,0.25984022788109135,18.0,15.0,0.4222222222222222,0.04560670174591099,1.4733608398602684,A2 P,rep5_fold0,68.0,29-0.7696945620658717,0.24666384795650267,17.0,12.0,0.6,0.17544137642115198,0.4640834563468401,A2 P,rep5_fold1,69.0,30-1.3861042312985463,0.25144965725559737,17.0,11.0,0.6893939393939394,0.09814499986819727,0.48777175438359144,A2 P,rep5_fold2,69.0,31-0.44570193638545413,0.1641037606752546,17.0,14.0,0.8333333333333333,0.5974521114968139,1.1283588379145597,A2 P,rep5_fold3,69.0,32-0.4576601351382101,0.15041187066866465,17.0,13.0,0.7884615384615384,0.41423006218913255,0.07965869520526861,A2 P,rep5_fold4,69.0,33-0.3761035107600513,0.12616329919383432,18.0,14.0,0.875,1.6557634948473352,-0.6282133990609461,A2 P,rep6_fold0,68.0,34-1.6619671875957103,0.31046049125739683,17.0,12.0,0.65,0.04799852314072253,0.7246092884768622,A2 P,rep6_fold1,69.0,35-0.6989838295231457,0.273826726652936,17.0,12.0,0.6,0.2062419047641306,0.3593777094575474,A2 P,rep6_fold2,69.0,36-0.909007990973212,0.20792283984435148,17.0,13.0,0.7692307692307693,0.17193427774360018,0.47918513299684873,A2 P,rep6_fold3,69.0,37-2.81850711760906,0.3183467535469455,17.0,14.0,0.33333333333333337,-0.09203509113702232,2.1804501564329093,A2 P,rep6_fold4,69.0,38-1.1872378880317631,0.2017689499925686,18.0,15.0,0.7555555555555555,0.0750270298174241,1.4922532517495117,A2 P,rep7_fold0,68.0,39-0.5001909207980899,0.1545253171731453,17.0,13.0,0.826923076923077,0.7119143333563948,-0.8535969344746249,A2 P,rep7_fold1,69.0,40-2.0273237786095715,0.2707148942961337,17.0,13.0,0.6923076923076923,0.06241584821793688,0.9378910575705046,A2 P,rep7_fold2,69.0,41-3.6691485905464516,0.5514625409581766,17.0,12.0,0.35,-0.05894373166747355,1.1409993633794187,A2 P,rep7_fold3,69.0,42-1.3119964121545127,0.24491785812605305,17.0,12.0,0.7416666666666667,0.10530709285135498,0.7782489366139902,A2 P,rep7_fold4,69.0,43-2.36247250070995,0.32007659227406504,18.0,13.0,0.35384615384615387,-0.08318557297293905,1.4319403256005532,A2 P,rep8_fold0,68.0,44-2.0012338376218044,0.25668164542454436,17.0,13.0,0.6538461538461539,0.050668229272140895,1.04851909641943,A2 P,rep8_fold1,69.0,45-0.33300355683927324,0.11039155848439539,17.0,15.0,0.8333333333333333,0.704471267770291,0.9815171783683103,A2 P,rep8_fold2,69.0,46-0.6091075823803311,0.22883072737220334,17.0,13.0,0.5961538461538461,0.20891920721755253,0.6266289295895827,A2 P,rep8_fold3,69.0,47-1.0048419044628136,0.3267922786384308,17.0,11.0,0.5757575757575758,0.16739435335518407,0.03197093921211378,A2 P,rep8_fold4,69.0,48-0.8948152920274626,0.3053150193792902,18.0,16.0,0.4375,0.07177519092991,1.9194295886590058,A2 P,rep9_fold0,68.0,49-0.4628150248187353,0.17197175642834753,17.0,14.0,0.7857142857142857,0.29137560725846207,0.5228233250402071,A2 P,rep9_fold1,69.0,50-1.828081464793649,0.37517440578977823,17.0,10.0,0.6714285714285715,0.06718331847372185,0.12452704484749566,A2 P,rep9_fold2,69.0,51-1.4092359068059312,0.2667741807927447,17.0,12.0,0.7250000000000001,0.1020813983843958,0.6896344573276423,A2 P,rep9_fold3,69.0,52-0.49362602461400906,0.18006104353710953,17.0,13.0,0.7884615384615384,0.42489374443176425,0.5310737542417381,A2 P,rep9_fold4,69.0,53-1.6026807909925862,0.3346420941916078,18.0,16.0,0.453125,0.03548353862135764,2.0246799887665627,B0 FE only,rep0_fold0,68.0,54-0.42166499842004707,0.15083099265515607,17.0,13.0,0.8461538461538461,1.2627571600195981,-1.0645564460917991,B0 FE only,rep0_fold1,69.0,55-1.8847642233389454,0.36721686954510047,17.0,9.0,0.6875,0.08378536457789025,-0.06161431753009383,B0 FE only,rep0_fold2,69.0,56-0.20360669129158154,0.062194646244978787,17.0,15.0,0.9666666666666667,2.0412826847348073,0.9773620520535192,B0 FE only,rep0_fold3,69.0,57-4.155410811444089,0.5216355020583806,17.0,12.0,0.3,-0.06783537993444409,1.1851074469981253,B0 FE only,rep0_fold4,69.0,58-3.235953600345602,0.27368235159932924,18.0,15.0,0.16666666666666666,-2.09274480736517,29.423161512265107,B0 FE only,rep1_fold0,68.0,59-1.280740605149126,0.20945368215516635,17.0,13.0,0.8076923076923077,0.1093191568802817,0.6229670649876213,B0 FE only,rep1_fold1,69.0,60-1.0166645443366125,0.35375847398286225,17.0,10.0,0.6142857142857143,0.16495850525775874,-0.08555539297181841,B0 FE only,rep1_fold2,69.0,61-0.543415991356492,0.19095865995016953,17.0,15.0,0.7333333333333334,0.4132406618766648,1.7356813881884818,B0 FE only,rep1_fold3,69.0,62-0.666217632332288,0.20997192518554564,17.0,12.0,0.6666666666666667,0.23623658710147247,0.34673558274257765,B0 FE only,rep1_fold4,69.0,63-0.6520936763153728,0.22236581594175187,18.0,15.0,0.5333333333333333,0.1321899862294045,1.1523359573654801,B0 FE only,rep2_fold0,68.0,64-1.1724501074465778,0.17924152577864572,17.0,13.0,0.8173076923076924,0.12364768640975514,1.200272146595202,B0 FE only,rep2_fold1,69.0,65-1.3220106098042008,0.2528857660234193,17.0,11.0,0.6439393939393939,0.10415536028472372,0.5593609732605493,B0 FE only,rep2_fold2,69.0,66,,,,,,,B0 FE only,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model67that was "68-0.6111407977843727,0.20577262887837874,17.0,12.0,0.7666666666666666,0.3156153254380037,-0.1624428016802421,B0 FE only,rep2_fold4,69.0,69-0.32987068390445967,0.11530792543444202,18.0,16.0,0.8125,0.7771298975596408,1.2828039606894506,B0 FE only,rep3_fold0,68.0,70-0.4167716942380925,0.14881871215362125,17.0,15.0,0.7666666666666666,0.6649291944656456,1.4906463903119584,B0 FE only,rep3_fold1,69.0,71-0.7110118819334841,0.24457185260038686,17.0,13.0,0.5384615384615385,0.13750009931365298,0.8822512927806718,B0 FE only,rep3_fold2,69.0,72-2.112263060288217,0.35599318529638485,17.0,10.0,0.7857142857142857,0.11683788869698188,-0.2760119406954518,B0 FE only,rep3_fold3,69.0,73-1.5255939055870558,0.31772193234213875,17.0,11.0,0.5075757575757576,0.06808902759361703,0.6029067188091551,B0 FE only,rep3_fold4,69.0,74-2.6945932163224606,0.31171796494099535,18.0,14.0,0.6160714285714286,0.04376652895861787,1.1394894129977593,B0 FE only,rep4_fold0,68.0,75-1.9572360664896251,0.40227581272958385,17.0,14.0,0.35714285714285715,-0.07313976910298584,1.828376362848262,B0 FE only,rep4_fold1,69.0,76-0.5406156760604889,0.19718347338781572,17.0,13.0,0.6730769230769231,0.2964284947755155,0.7234467017334798,B0 FE only,rep4_fold2,69.0,77-2.058657842032101,0.2606620079577208,17.0,12.0,0.31666666666666665,-0.1552296114471597,1.4819585709327898,B0 FE only,rep4_fold3,69.0,78-3.628402342242634,0.3683301221980204,17.0,12.0,0.3666666666666667,-0.0624528524915107,1.3064309696942449,B0 FE only,rep4_fold4,69.0,79-1.344878512637085,0.2596593488939808,18.0,15.0,0.4444444444444444,0.04622129444388659,1.4729222737396432,B0 FE only,rep5_fold0,68.0,80-0.745915176679459,0.23435224323398882,17.0,12.0,0.6,0.19922945861435562,0.4060956970485787,B0 FE only,rep5_fold1,69.0,81-1.4044035349592963,0.25579013684461477,17.0,11.0,0.7045454545454546,0.09748830312682347,0.4789483856550508,B0 FE only,rep5_fold2,69.0,82-0.44226956285284796,0.1626339965519944,17.0,14.0,0.8333333333333333,0.5845110693223606,1.0963065613213725,B0 FE only,rep5_fold3,69.0,83-0.4480519425774294,0.14874603904811232,17.0,13.0,0.7884615384615384,0.43666818993313505,0.07359497375484515,B0 FE only,rep5_fold4,69.0,84-0.3548223907511674,0.11704244717611287,18.0,14.0,0.8928571428571428,2.0407980970114306,-0.7875499390972025,B0 FE only,rep6_fold0,68.0,85-1.659930067242544,0.31037826384225886,17.0,12.0,0.65,0.049050877882928265,0.72208252814552,B0 FE only,rep6_fold1,69.0,86-0.6902896518354182,0.2700308974113425,17.0,12.0,0.6,0.20921434931207603,0.35360773042774857,B0 FE only,rep6_fold2,69.0,87-0.6242568136801717,0.1880715501310951,17.0,13.0,0.7692307692307693,0.24821088079002757,0.16397011339087533,B0 FE only,rep6_fold3,69.0,88-2.7932388320505885,0.30627573874624886,17.0,14.0,0.3571428571428572,-0.08901604946519137,2.156136999010226,B0 FE only,rep6_fold4,69.0,89-1.1870695197824008,0.20159579637636987,18.0,15.0,0.7333333333333333,0.07518375651056003,1.4929272996793097,B0 FE only,rep7_fold0,68.0,90-0.48941863906217054,0.15172249459629755,17.0,13.0,0.8173076923076923,0.6840777271578351,-0.7260014216935312,B0 FE only,rep7_fold1,69.0,91-2.0290205037399605,0.2675909309457203,17.0,13.0,0.7115384615384616,0.06249587164310489,0.9381841745071903,B0 FE only,rep7_fold2,69.0,92-1.44711798113927,0.3963231431613551,17.0,12.0,0.4666666666666667,0.04231951369515013,0.72711375216709,B0 FE only,rep7_fold3,69.0,93-1.3306059323043782,0.2532548724751301,17.0,12.0,0.7250000000000001,0.10389753800311123,0.7683305016421459,B0 FE only,rep7_fold4,69.0,94-2.1772161915701407,0.31323496536994894,18.0,13.0,0.3384615384615385,-0.07776170021754956,1.3777305839165257,B0 FE only,rep8_fold0,68.0,95-1.9932368171605863,0.2525200823383278,17.0,13.0,0.6923076923076923,0.05196143921355266,1.050951322707007,B0 FE only,rep8_fold1,69.0,96-0.32817989243166945,0.10768459337927172,17.0,15.0,0.8333333333333333,0.8413451716699052,0.903289333555771,B0 FE only,rep8_fold2,69.0,97-0.5579115294250706,0.20670927809879663,17.0,13.0,0.6346153846153846,0.24489572223482411,0.6011246591088047,B0 FE only,rep8_fold3,69.0,98-1.002647705470675,0.3274587221729175,17.0,11.0,0.5606060606060606,0.16833446430630392,0.033042154605333725,B0 FE only,rep8_fold4,69.0,99-0.8927826139153131,0.30645242240070814,18.0,16.0,0.4375,0.07435712383593462,1.9176813755509314,B0 FE only,rep9_fold0,68.0,100-0.43606047088703614,0.16114451252587766,17.0,14.0,0.8095238095238095,0.31425824898374727,0.5104334800521553,B0 FE only,rep9_fold1,69.0,101-1.7278639207992679,0.34731723760764277,17.0,10.0,0.6857142857142857,0.07279373564979091,0.11995003961147409,B0 FE only,rep9_fold2,69.0,102-1.372790259144952,0.251103300589292,17.0,12.0,0.7166666666666666,0.10555449714620235,0.6880725547674722,B0 FE only,rep9_fold3,69.0,103-0.3768952073786865,0.1268559298703138,17.0,13.0,0.8653846153846154,2.217285608525232,-0.2540118806681447,B0 FE only,rep9_fold4,69.0,104-1.6096891859777729,0.3444881607381769,18.0,16.0,0.4375,0.030333020654281187,2.0294410371864005,B1 D only,rep0_fold0,68.0,105-0.4276015985962247,0.1526013817601827,17.0,13.0,0.8269230769230769,1.141013139059531,-0.8914818347953825,B1 D only,rep0_fold1,69.0,106-1.8918074812322336,0.3629808479916706,17.0,9.0,0.6875,0.08428135684725958,-0.0627007295740768,B1 D only,rep0_fold2,69.0,107-0.21161581924247566,0.06567960642767169,17.0,15.0,0.9333333333333333,1.71050389099564,0.7430473975531947,B1 D only,rep0_fold3,69.0,108-4.333896761072428,0.5478677684744071,17.0,12.0,0.3,-0.07570011560466357,1.2369136616550647,B1 D only,rep0_fold4,69.0,109-3.2561949494799185,0.2831179560842563,18.0,15.0,0.16666666666666666,-2.155525980652888,30.29051541190939,B1 D only,rep1_fold0,68.0,110-1.2829771729965602,0.20514863482932857,17.0,13.0,0.8269230769230769,0.1096443975280688,0.6226814083457782,B1 D only,rep1_fold1,69.0,111-1.0422212667322979,0.35695100885877784,17.0,10.0,0.6285714285714286,0.1614294640849755,-0.07768169502832997,B1 D only,rep1_fold2,69.0,112-0.5431457935504378,0.19096450929931347,17.0,15.0,0.7333333333333334,0.40694991560763794,1.734987916697429,B1 D only,rep1_fold3,69.0,113-0.686296368187095,0.21491579982941014,17.0,12.0,0.6666666666666667,0.2212497744889512,0.3292482977604029,B1 D only,rep1_fold4,69.0,114-0.6555053118346805,0.22538528194667704,18.0,15.0,0.5333333333333333,0.13294855073287984,1.1511320951667836,B1 D only,rep2_fold0,68.0,115-1.1801905248706566,0.18268360120013197,17.0,13.0,0.8173076923076924,0.12237338755740647,1.2012884559827004,B1 D only,rep2_fold1,69.0,116-1.3149694676297055,0.24965637563528867,17.0,11.0,0.6439393939393939,0.10496653970207931,0.557860249104251,B1 D only,rep2_fold2,69.0,117,,,,,,,B1 D only,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model118that was "119-0.6142838534889478,0.20659422765181112,17.0,12.0,0.7833333333333332,0.3120269538835173,-0.15687384375594204,B1 D only,rep2_fold4,69.0,120-0.3538877743929435,0.12584221101368037,18.0,16.0,0.8125,0.6155730326741549,1.3119816840289316,B1 D only,rep3_fold0,68.0,121-0.4544024818598032,0.16432703694219325,17.0,15.0,0.8,0.549088204387999,1.5509521675328624,B1 D only,rep3_fold1,69.0,122-0.7137818452860202,0.24608634433346174,17.0,13.0,0.5576923076923077,0.14161272531328004,0.8781030037632047,B1 D only,rep3_fold2,69.0,123-2.170465866133669,0.36296059325074576,17.0,10.0,0.8071428571428573,0.11713112270230312,-0.2979769611721869,B1 D only,rep3_fold3,69.0,124-1.5713410429648076,0.330082234567258,17.0,11.0,0.5075757575757576,0.06494295446852028,0.6054227658657284,B1 D only,rep3_fold4,69.0,125-2.6850969074299007,0.3086109107148974,18.0,14.0,0.6160714285714286,0.04426913358845757,1.1367568031957755,B1 D only,rep4_fold0,68.0,126-1.949409299272699,0.4106546465593798,17.0,14.0,0.35714285714285715,-0.08543615943450941,1.899441896215269,B1 D only,rep4_fold1,69.0,127-0.5407463668923709,0.1970546215593801,17.0,13.0,0.6730769230769231,0.297875268271316,0.7250201737471363,B1 D only,rep4_fold2,69.0,128-2.052245396362949,0.25760714699902354,17.0,12.0,0.36666666666666664,-0.15308469325211121,1.47432862638495,B1 D only,rep4_fold3,69.0,129-3.6331795135818616,0.3697278145385803,17.0,12.0,0.35833333333333334,-0.062364891327749236,1.305929802117519,B1 D only,rep4_fold4,69.0,130-1.3444742413422481,0.2597410465284632,18.0,15.0,0.4222222222222222,0.046108020104176375,1.4729122172955813,B1 D only,rep5_fold0,68.0,131-0.7678967141892458,0.2400875473594469,17.0,12.0,0.6166666666666666,0.1909330428944416,0.41456620254163196,B1 D only,rep5_fold1,69.0,132-1.4826468179394932,0.26582610064369316,17.0,11.0,0.6893939393939394,0.09317106323761523,0.46619820992416,B1 D only,rep5_fold2,69.0,133-0.45667700008899026,0.1702311139034813,17.0,14.0,0.8095238095238095,0.5736859122512323,1.157406642343978,B1 D only,rep5_fold3,69.0,134-0.4517454031203605,0.14919400762849738,17.0,13.0,0.7884615384615384,0.43050749680826833,0.06848078442217784,B1 D only,rep5_fold4,69.0,135-0.3916530932663536,0.1332460169265755,18.0,14.0,0.8571428571428571,1.5375114703234523,-0.5849151057706868,B1 D only,rep6_fold0,68.0,136-1.6700178465755509,0.3147305959336139,17.0,12.0,0.65,0.04921322367152849,0.7213920418821271,B1 D only,rep6_fold1,69.0,137-0.7213788242724943,0.2829978713848642,17.0,12.0,0.5833333333333333,0.2007976105602687,0.37195922283389615,B1 D only,rep6_fold2,69.0,138-0.8353351398691091,0.20321208562438742,17.0,13.0,0.8076923076923077,0.18810751720257288,0.3893572598756617,B1 D only,rep6_fold3,69.0,139-2.7959629811376967,0.3082697462974714,17.0,14.0,0.33333333333333337,-0.09351691916789893,2.2015571390925657,B1 D only,rep6_fold4,69.0,140-1.187778517180306,0.2019652809685968,18.0,15.0,0.7333333333333333,0.07463535560666269,1.4942708895618895,B1 D only,rep7_fold0,68.0,141-0.4890861936561741,0.15170370314388312,17.0,13.0,0.8076923076923077,0.6816465774009883,-0.7167398709866981,B1 D only,rep7_fold1,69.0,142-2.042232320026171,0.27637846325744914,17.0,13.0,0.673076923076923,0.06144728210834849,0.9392367620894022,B1 D only,rep7_fold2,69.0,143-3.1727720727608966,0.5081821680773623,17.0,12.0,0.36666666666666664,-0.04655522521525051,1.0820544253611788,B1 D only,rep7_fold3,69.0,144-1.3572459497619709,0.26255374596483033,17.0,12.0,0.6583333333333333,0.10124717625218292,0.780139173968533,B1 D only,rep7_fold4,69.0,145-2.2156467862162437,0.3067747230452772,18.0,13.0,0.3384615384615385,-0.07916841186363209,1.3938067286541755,B1 D only,rep8_fold0,68.0,146-1.9917385697529297,0.2521074877954606,17.0,13.0,0.673076923076923,0.05198761728564087,1.0501494377111356,B1 D only,rep8_fold1,69.0,147-0.3274228428776208,0.10736273214442037,17.0,15.0,0.8333333333333333,0.8607810579616503,0.8924112370678038,B1 D only,rep8_fold2,69.0,148-0.6097317582728577,0.22885651097167029,17.0,13.0,0.6153846153846154,0.2073515293635476,0.6382598223460462,B1 D only,rep8_fold3,69.0,149-1.0060159625076595,0.3272259048154521,17.0,11.0,0.5454545454545454,0.1669757177286934,0.0332023147087971,B1 D only,rep8_fold4,69.0,150-0.9050730886050931,0.3108757804259483,18.0,16.0,0.4375,0.07636171256884304,1.9181986703872527,B1 D only,rep9_fold0,68.0,151-0.4724127198630997,0.1750337939426475,17.0,14.0,0.7857142857142857,0.28373984556203635,0.5411861172538079,B1 D only,rep9_fold1,69.0,152-1.9394182246086,0.387025755124138,17.0,10.0,0.6714285714285715,0.06342959624899164,0.12056749706063227,B1 D only,rep9_fold2,69.0,153-1.3742195814269544,0.2518246706412165,17.0,12.0,0.7083333333333334,0.1054115895582119,0.6881467552088498,B1 D only,rep9_fold3,69.0,154-0.4242756767549232,0.15048398843721567,17.0,13.0,0.8076923076923077,0.7781716591659432,0.3622207483000847,B1 D only,rep9_fold4,69.0,155-1.5934825153456282,0.3226837354958242,18.0,16.0,0.5625,0.04434671731205827,2.0224651198876247,B2 K only,rep0_fold0,68.0,156-0.4639078678617403,0.16587798628724412,17.0,13.0,0.7884615384615385,0.8100099389454961,-0.5060399372764922,B2 K only,rep0_fold1,69.0,157-1.907460638626227,0.37158790752085596,17.0,9.0,0.6597222222222223,0.0826538605464319,-0.05467285296482677,B2 K only,rep0_fold2,69.0,158-0.21215757932108464,0.06583584647692366,17.0,15.0,0.9666666666666667,1.7789873592358534,0.9028744093459021,B2 K only,rep0_fold3,69.0,159-4.15193170866549,0.5180310970245148,17.0,12.0,0.3,-0.06762497157670473,1.1842574155053744,B2 K only,rep0_fold4,69.0,160-3.2719760228180563,0.2916027762667932,18.0,15.0,0.16666666666666666,1616732877.7940006,-22335988525.307163,B2 K only,rep1_fold0,68.0,161-1.314224158245434,0.22036779614057744,17.0,13.0,0.7884615384615385,0.10595872416600809,0.6308826575638489,B2 K only,rep1_fold1,69.0,162-1.086554554385631,0.36700313870985224,17.0,10.0,0.6285714285714286,0.15202918809766408,-0.04641822555228065,B2 K only,rep1_fold2,69.0,163-0.6047503163804862,0.21805033364599277,17.0,15.0,0.6000000000000001,0.24131543304267583,1.8006683719659662,B2 K only,rep1_fold3,69.0,164-0.7349202316405614,0.2388458309846166,17.0,12.0,0.6333333333333333,0.2032168408001996,0.4000295247710865,B2 K only,rep1_fold4,69.0,165-0.6759843564554707,0.23206670594065137,18.0,15.0,0.5333333333333333,0.12561891100177364,1.169597317090377,B2 K only,rep2_fold0,68.0,166-1.1959197778800394,0.19045565178438076,17.0,13.0,0.8173076923076924,0.11991871058171044,1.1947692181102212,B2 K only,rep2_fold1,69.0,167-1.4193623068234804,0.28876491168088064,17.0,11.0,0.6136363636363635,0.09565086804020259,0.5527343774993612,B2 K only,rep2_fold2,69.0,168,,,,,,,B2 K only,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model169that was "170-0.6142069944456687,0.20487097999982895,17.0,12.0,0.7833333333333332,0.3123978462762003,-0.15615403848732573,B2 K only,rep2_fold4,69.0,171-0.3420847219033382,0.11980941509164514,18.0,16.0,0.8125,0.7339970750427701,1.3214958973178086,B2 K only,rep3_fold0,68.0,172-0.41969773392983156,0.14897100618229964,17.0,15.0,0.8,0.6632588837726556,1.51559071721576,B2 K only,rep3_fold1,69.0,173-0.7308444696945573,0.24828908655633455,17.0,13.0,0.5384615384615385,0.13021421114139367,0.8971685499833371,B2 K only,rep3_fold2,69.0,174-2.17129911744673,0.36678374749885895,17.0,10.0,0.7785714285714286,0.11449484837472991,-0.2731750050767141,B2 K only,rep3_fold3,69.0,175-1.5519630813555767,0.32865127755375023,17.0,11.0,0.4621212121212121,0.06533982580838972,0.5995153790328602,B2 K only,rep3_fold4,69.0,176-2.7038610380841024,0.31468081038828455,18.0,14.0,0.6160714285714286,0.0434821938981575,1.1401537750090067,B2 K only,rep4_fold0,68.0,177-1.9763844704511802,0.41267284927263775,17.0,14.0,0.30952380952380953,-0.08621928152419898,1.9051388482619278,B2 K only,rep4_fold1,69.0,178-0.553020247145827,0.20132021615624107,17.0,13.0,0.6538461538461539,0.27602033325035485,0.7259850844448359,B2 K only,rep4_fold2,69.0,179-2.0656465100498136,0.26410818367085176,17.0,12.0,0.3,-0.15493046224864873,1.4721322544773674,B2 K only,rep4_fold3,69.0,180-3.7720247713652477,0.36217700487120486,17.0,12.0,0.375,-0.060169381004793174,1.298590767533205,B2 K only,rep4_fold4,69.0,181-1.346969842300557,0.2596729753441177,18.0,15.0,0.4222222222222222,0.045894670166386084,1.4732389923659868,B2 K only,rep5_fold0,68.0,182-1.1172053649141314,0.325944968947553,17.0,12.0,0.5166666666666666,0.07463727876723746,0.686587630249223,B2 K only,rep5_fold1,69.0,183-1.6085912734771146,0.2870230345802498,17.0,11.0,0.6439393939393939,0.08628652926836171,0.4900206040604975,B2 K only,rep5_fold2,69.0,184-0.4447788535132161,0.16599342664158584,17.0,14.0,0.8095238095238095,0.5213666486070395,1.036861185970761,B2 K only,rep5_fold3,69.0,185-0.45488768109664407,0.15107995202264513,17.0,13.0,0.8076923076923077,0.4122644942807417,0.1056554963878182,B2 K only,rep5_fold4,69.0,186-0.3586093515118774,0.1189477388296404,18.0,14.0,0.8928571428571428,2.1262591580808907,-0.8530262820821654,B2 K only,rep6_fold0,68.0,187-1.7533840458388232,0.3401735421897731,17.0,12.0,0.6666666666666666,0.04203002698728607,0.7372773011463023,B2 K only,rep6_fold1,69.0,188-0.6997184493416847,0.2737753293999566,17.0,12.0,0.5833333333333333,0.20722472388423305,0.3590173089068168,B2 K only,rep6_fold2,69.0,189-0.6312554975950571,0.1919686603004976,17.0,13.0,0.75,0.24465939995119385,0.18236328603471177,B2 K only,rep6_fold3,69.0,190-2.7896703268909064,0.3054364835904974,17.0,14.0,0.3571428571428572,-0.08957177379749144,2.1635138901673274,B2 K only,rep6_fold4,69.0,191-1.1919985053202906,0.2048210556433626,18.0,15.0,0.7333333333333333,0.07177122474179905,1.4922173029246817,B2 K only,rep7_fold0,68.0,192-0.5103358379383645,0.16065808137675444,17.0,13.0,0.8076923076923077,0.6261398003128629,-0.6163795487743071,B2 K only,rep7_fold1,69.0,193-2.0305399558063044,0.2680739410313455,17.0,13.0,0.7115384615384616,0.062386488364781854,0.9383318303682981,B2 K only,rep7_fold2,69.0,194-1.5692143725758811,0.40420583375197433,17.0,12.0,0.4666666666666667,0.03217336758185773,0.7662882274474042,B2 K only,rep7_fold3,69.0,195-1.424876314683051,0.28066069072950817,17.0,12.0,0.6583333333333334,0.09605138797177172,0.755561912574186,B2 K only,rep7_fold4,69.0,196-2.237131941317357,0.3336747682967327,18.0,13.0,0.35384615384615387,-0.07938063682372651,1.388531788353829,B2 K only,rep8_fold0,68.0,197-2.013276876563426,0.25978716384895373,17.0,13.0,0.6923076923076923,0.05009687686441055,1.0495717753161944,B2 K only,rep8_fold1,69.0,198-0.3344606037801157,0.11149048553629907,17.0,15.0,0.8333333333333334,0.6275687212597278,1.01510404604287,B2 K only,rep8_fold2,69.0,199-0.5592593610008724,0.20726750222521126,17.0,13.0,0.6346153846153846,0.2440950686551038,0.6003572521109353,B2 K only,rep8_fold3,69.0,200-1.0017486550723653,0.3271124254924831,17.0,11.0,0.5757575757575758,0.16868990378768775,0.03226969813344554,B2 K only,rep8_fold4,69.0,201-0.9911388095693773,0.3221700440708026,18.0,16.0,0.4375,0.06313704213857917,1.9372783233114657,B2 K only,rep9_fold0,68.0,202-0.4370049303110398,0.1613787390534649,17.0,14.0,0.8095238095238095,0.31309650926588345,0.5143010309377695,B2 K only,rep9_fold1,69.0,203-1.7244469082354708,0.33913973349740384,17.0,10.0,0.7142857142857142,0.07435608923039923,0.11323059521157534,B2 K only,rep9_fold2,69.0,204-1.4299021570236565,0.27156617659999793,17.0,12.0,0.675,0.10012159674756925,0.6904420215256678,B2 K only,rep9_fold3,69.0,205-0.39780692580126065,0.13849469606515852,17.0,13.0,0.8269230769230769,1.2756523315979917,0.0664100927201049,B2 K only,rep9_fold4,69.0,206-1.6623863531360115,0.3522731080926239,18.0,16.0,0.4375,0.021940359221632788,2.038791580657012,B3 complexity,rep0_fold0,68.0,207-0.42198953236922543,0.15095343312997833,17.0,13.0,0.8461538461538461,1.2654867259690037,-1.067506947956652,B3 complexity,rep0_fold1,69.0,208-1.8896928183637802,0.36767668317962654,17.0,9.0,0.6875,0.08378514254312108,-0.05953345367326189,B3 complexity,rep0_fold2,69.0,209-0.20615936482737607,0.06344068908732974,17.0,15.0,0.9666666666666667,1.8021970252865134,0.877492548308532,B3 complexity,rep0_fold3,69.0,210-4.17901413231566,0.5392389986291803,17.0,12.0,0.3,-0.06840593349121644,1.1855992080828421,B3 complexity,rep0_fold4,69.0,211-3.266929699290471,0.287784041249131,18.0,15.0,0.16666666666666666,-2.4208112009156144,33.95556590797302,B3 complexity,rep1_fold0,68.0,212-1.2906830584867575,0.21317086335410607,17.0,13.0,0.8076923076923077,0.10832086712332949,0.6248021799863134,B3 complexity,rep1_fold1,69.0,213-1.069044920315147,0.36298080306736463,17.0,10.0,0.6142857142857143,0.15586963925992575,-0.06184561351985014,B3 complexity,rep1_fold2,69.0,214-0.585643465657826,0.20896094187597244,17.0,15.0,0.6333333333333333,0.25757483583285434,1.7796770077265271,B3 complexity,rep1_fold3,69.0,215-0.7373972344580513,0.237903256205883,17.0,12.0,0.6666666666666667,0.20561282178090545,0.40747565196926055,B3 complexity,rep1_fold4,69.0,216-0.6508670366687029,0.22165334003527487,18.0,15.0,0.5333333333333333,0.13222576410054113,1.152810507673719,B3 complexity,rep2_fold0,68.0,217-1.2434596524360828,0.20830048039791468,17.0,13.0,0.701923076923077,0.11333504582237769,1.1903422775474586,B3 complexity,rep2_fold1,69.0,218-1.519850403877876,0.3219700864051424,17.0,11.0,0.5833333333333333,0.0865660215857349,0.5373970128860566,B3 complexity,rep2_fold2,69.0,219,,,,,,,B3 complexity,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model220that was "221-0.6100514064777508,0.2058870719780637,17.0,12.0,0.7666666666666666,0.3172906333299963,-0.16847313359042732,B3 complexity,rep2_fold4,69.0,222-0.3500091967433139,0.12233535360165886,18.0,16.0,0.8125,0.724644386358059,1.3666419827860352,B3 complexity,rep3_fold0,68.0,223-0.4183303591544481,0.14943210419745573,17.0,15.0,0.7666666666666666,0.6673588897679142,1.4994421087602658,B3 complexity,rep3_fold1,69.0,224-0.7109539858860738,0.24456051201918516,17.0,13.0,0.5384615384615385,0.13751617049589768,0.8821746871359508,B3 complexity,rep3_fold2,69.0,225-2.1738588074604803,0.3704615603740117,17.0,10.0,0.7785714285714286,0.11450039232940686,-0.27392900966293654,B3 complexity,rep3_fold3,69.0,226-1.5257417437121263,0.31851437377741626,17.0,11.0,0.4924242424242424,0.06785011653332386,0.6020470560865747,B3 complexity,rep3_fold4,69.0,227-2.7228008166383217,0.31749959472003114,18.0,14.0,0.6160714285714286,0.043150730046661694,1.140746316052659,B3 complexity,rep4_fold0,68.0,228-1.9671115415933054,0.4045371314559333,17.0,14.0,0.35714285714285715,-0.07635720496410063,1.8470244531191875,B3 complexity,rep4_fold1,69.0,229-0.5414754717104303,0.19749807926221222,17.0,13.0,0.6730769230769231,0.2954804209261823,0.724740388728852,B3 complexity,rep4_fold2,69.0,230-2.0550358596469804,0.2591733768160422,17.0,12.0,0.36666666666666664,-0.15485723006292204,1.4838236598382475,B3 complexity,rep4_fold3,69.0,231-3.6706695088665686,0.3682175652039673,17.0,12.0,0.4083333333333333,-0.058567264579567624,1.281391742325441,B3 complexity,rep4_fold4,69.0,232-1.344172765092404,0.2590664382030699,18.0,15.0,0.4444444444444444,0.04624383695110885,1.4726728499449642,B3 complexity,rep5_fold0,68.0,233-1.093488011798261,0.34020666508357716,17.0,12.0,0.5333333333333333,0.07958854796561603,0.6776636230381883,B3 complexity,rep5_fold1,69.0,234-1.5814985071599803,0.2720680013988147,17.0,11.0,0.6590909090909091,0.0883764148489301,0.4766002229426724,B3 complexity,rep5_fold2,69.0,235-0.4450242055152936,0.16424073593833685,17.0,14.0,0.8333333333333333,0.5626278292968147,1.08016422487659,B3 complexity,rep5_fold3,69.0,236-0.4464891268801923,0.14771969000969196,17.0,13.0,0.826923076923077,0.4460128728716926,0.05719587725368683,B3 complexity,rep5_fold4,69.0,237-0.35431733396107606,0.11681235231930247,18.0,14.0,0.8928571428571428,2.034640330898736,-0.777307542844579,B3 complexity,rep6_fold0,68.0,238-1.7023497147277356,0.32871324971082533,17.0,12.0,0.6666666666666666,0.043663410272501126,0.7354477449178413,B3 complexity,rep6_fold1,69.0,239-0.7249805005990636,0.2838101932261862,17.0,12.0,0.6166666666666667,0.20200284166290908,0.357630014863664,B3 complexity,rep6_fold2,69.0,240-0.6341444468872258,0.19467924963933375,17.0,13.0,0.75,0.24443677392034852,0.1876062168261502,B3 complexity,rep6_fold3,69.0,241-2.7879548829170595,0.30484805395946446,17.0,14.0,0.3571428571428572,-0.0910908186632036,2.184438916603783,B3 complexity,rep6_fold4,69.0,242-1.194680391282755,0.2052352526716089,18.0,15.0,0.7333333333333333,0.07240690291822693,1.4944054279148282,B3 complexity,rep7_fold0,68.0,243-0.5047641331436848,0.15918304668814406,17.0,13.0,0.8076923076923077,0.6536566726082946,-0.6802052814211619,B3 complexity,rep7_fold1,69.0,244-2.0243397640616263,0.26550154626169686,17.0,13.0,0.7115384615384616,0.06262599938208606,0.9368974021087303,B3 complexity,rep7_fold2,69.0,245-1.4775518892035593,0.3973541422375039,17.0,12.0,0.4666666666666667,0.04051143749161833,0.7352350381835829,B3 complexity,rep7_fold3,69.0,246-1.6902122026210993,0.32264374438523646,17.0,12.0,0.575,0.07738194577965096,0.7534930550797098,B3 complexity,rep7_fold4,69.0,247-2.2894104461648257,0.35479492443186617,18.0,13.0,0.3230769230769231,-0.08131298074907586,1.397442025001191,B3 complexity,rep8_fold0,68.0,248-2.031076139325679,0.26657469053678934,17.0,13.0,0.653846153846154,0.04927528920076973,1.0515734350994792,B3 complexity,rep8_fold1,69.0,249-0.3399549192385036,0.11317660370530899,17.0,15.0,0.8,0.615401996914667,1.0570635856283874,B3 complexity,rep8_fold2,69.0,250-0.5776323588031679,0.21162442252636313,17.0,13.0,0.6346153846153847,0.23375411540553556,0.6015026660892575,B3 complexity,rep8_fold3,69.0,251-1.0136059839985123,0.32954649925377544,17.0,11.0,0.5757575757575757,0.1662040598193038,0.03273684857773984,B3 complexity,rep8_fold4,69.0,252-0.9954404502830219,0.3259182490321211,18.0,16.0,0.4375,0.06754402182755086,1.9366956836292493,B3 complexity,rep9_fold0,68.0,253-0.4561341884365174,0.16757866993952678,17.0,14.0,0.7857142857142858,0.2958320782178414,0.5544858240574173,B3 complexity,rep9_fold1,69.0,254-1.7401908142231886,0.3470325674338248,17.0,10.0,0.7,0.07250743438220877,0.11883160839843362,B3 complexity,rep9_fold2,69.0,255-1.413575610470239,0.26321851419175996,17.0,12.0,0.7083333333333334,0.10192530099350047,0.6858515172470834,B3 complexity,rep9_fold3,69.0,256-0.42447914768610545,0.15118650429476616,17.0,13.0,0.8076923076923077,0.8578662124865621,0.20159834871843324,B3 complexity,rep9_fold4,69.0,257-1.6331629471306073,0.34401795883076186,18.0,16.0,0.453125,0.030965850222504313,2.0298225581604736,B4 persistence,rep0_fold0,68.0,258-0.42560641071013483,0.15213981841948132,17.0,13.0,0.8461538461538461,1.1481704674427302,-0.8424352781618364,B4 persistence,rep0_fold1,69.0,259-1.8327753591733653,0.3528140033244082,17.0,9.0,0.6875,0.08510500696070941,-0.0692845986277328,B4 persistence,rep0_fold2,69.0,260-0.20275062868214125,0.06195095041279391,17.0,15.0,0.9666666666666667,2.0695317947790786,0.9897450189957241,B4 persistence,rep0_fold3,69.0,261-4.155910380196626,0.5210891652970988,17.0,12.0,0.3,-0.06760123878724088,1.1832140731778744,B4 persistence,rep0_fold4,69.0,262-3.251902768368581,0.2821617486566257,18.0,15.0,0.16666666666666666,-2.5845678432203005,36.21794736234458,B4 persistence,rep1_fold0,68.0,263-1.3002645931673988,0.21130099141712338,17.0,13.0,0.8076923076923077,0.10764568275828108,0.6264520429941112,B4 persistence,rep1_fold1,69.0,264-1.0295504711214936,0.3586313166792267,17.0,10.0,0.6285714285714286,0.16539694426896392,-0.09414556080552884,B4 persistence,rep1_fold2,69.0,265-0.5827640122746469,0.2034393943446655,17.0,15.0,0.7666666666666666,0.4185789627654633,1.8001204454880537,B4 persistence,rep1_fold3,69.0,266-0.6708278934974728,0.21292622675907863,17.0,12.0,0.6666666666666666,0.23307838003153458,0.34194591909019034,B4 persistence,rep1_fold4,69.0,267-0.6500464122477321,0.22146558188508816,18.0,15.0,0.5333333333333333,0.13353527267290685,1.1496198555056387,B4 persistence,rep2_fold0,68.0,268-1.2456607015396488,0.21053896990909532,17.0,13.0,0.7596153846153847,0.11349555452858165,1.1952075285259116,B4 persistence,rep2_fold1,69.0,269-1.671165181215381,0.3473966842641013,17.0,11.0,0.6136363636363636,0.08046218634438244,0.5220932733809773,B4 persistence,rep2_fold2,69.0,270,,,,,,,B4 persistence,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model271that was "272-0.6091818816901347,0.20423870224156349,17.0,12.0,0.7666666666666666,0.3221928631597292,-0.18411565404625715,B4 persistence,rep2_fold4,69.0,273-0.3285805863882706,0.1146486551654658,18.0,16.0,0.8125,0.7839466420955237,1.283525339804927,B4 persistence,rep3_fold0,68.0,274-0.4578331419411633,0.16706285522859346,17.0,15.0,0.7666666666666666,0.4347777404445083,1.4834683796613632,B4 persistence,rep3_fold1,69.0,275-0.8095243115549169,0.2566659662568611,17.0,13.0,0.5576923076923077,0.11094330795655567,0.9165132778142879,B4 persistence,rep3_fold2,69.0,276-2.55732315128427,0.39526113421090925,17.0,10.0,0.7571428571428571,0.09430827258770977,-0.19259755646557408,B4 persistence,rep3_fold3,69.0,277-1.733640311921123,0.39736598821756397,17.0,11.0,0.4469696969696969,0.0533793256996274,0.6062337628311731,B4 persistence,rep3_fold4,69.0,278-2.799459735781272,0.33941559525663856,18.0,14.0,0.5803571428571428,0.04060222617628451,1.149239572191806,B4 persistence,rep4_fold0,68.0,279-2.555097728330663,0.45432303281567543,17.0,14.0,0.2857142857142857,-0.10601669608203995,1.996341044195196,B4 persistence,rep4_fold1,69.0,280-0.5401131777779791,0.1968273870968119,17.0,13.0,0.6730769230769231,0.2976656793945857,0.7233346703667732,B4 persistence,rep4_fold2,69.0,281-2.0763662720187828,0.26802064938340775,17.0,12.0,0.3,-0.15746091226487308,1.486816511420635,B4 persistence,rep4_fold3,69.0,282-3.628502389667755,0.36865696689246996,17.0,12.0,0.3666666666666667,-0.06198962039529773,1.303063775802675,B4 persistence,rep4_fold4,69.0,283-1.407605209751093,0.2740347409648593,18.0,15.0,0.4666666666666667,0.04117368352559595,1.4849793105965086,B4 persistence,rep5_fold0,68.0,284-0.8533737684397269,0.2698509728858546,17.0,12.0,0.5333333333333333,0.12373997628832818,0.6091324170951249,B4 persistence,rep5_fold1,69.0,285-1.4183439778724694,0.2626450592751908,17.0,11.0,0.7045454545454546,0.09678327257181046,0.4784049852806724,B4 persistence,rep5_fold2,69.0,286-0.5128776142792139,0.1855543270125779,17.0,14.0,0.7857142857142858,0.37114697210789777,1.0314234110589908,B4 persistence,rep5_fold3,69.0,287-0.48377424222671955,0.1542981595386225,17.0,13.0,0.7884615384615384,0.3613762967963269,0.12799651649205132,B4 persistence,rep5_fold4,69.0,288-0.40500176550397404,0.1387414673451678,18.0,14.0,0.8035714285714286,1.2276720572249458,-0.13009110897027332,B4 persistence,rep6_fold0,68.0,289-1.6664343202894938,0.31076785165843857,17.0,12.0,0.65,0.048479390173132464,0.7210105384704978,B4 persistence,rep6_fold1,69.0,290-0.6879947331088132,0.26857112809356776,17.0,12.0,0.5833333333333334,0.21000455154835707,0.35975771457053984,B4 persistence,rep6_fold2,69.0,291-0.6849344698290353,0.20819537419520243,17.0,13.0,0.7307692307692307,0.22420766615217877,0.19567597099247216,B4 persistence,rep6_fold3,69.0,292-2.80002345043707,0.30863917039680033,17.0,14.0,0.3571428571428572,-0.08927539397124332,2.159681643848748,B4 persistence,rep6_fold4,69.0,293-1.1887202546941866,0.2016856710870988,18.0,15.0,0.7777777777777777,0.07490182610120051,1.494466997961942,B4 persistence,rep7_fold0,68.0,294-0.547026338177217,0.1657113666591666,17.0,13.0,0.8173076923076923,0.5979481807282748,-0.7354716951230742,B4 persistence,rep7_fold1,69.0,295-2.1716128731939284,0.3177838855953426,17.0,13.0,0.6730769230769231,0.05739345308327703,0.9598057239332483,B4 persistence,rep7_fold2,69.0,296-1.473215921824765,0.40098305534921197,17.0,12.0,0.4666666666666667,0.04047039899198291,0.736025038148334,B4 persistence,rep7_fold3,69.0,297-1.6229276290024282,0.31048918043570756,17.0,12.0,0.5416666666666666,0.07793991193489945,0.7596930595609053,B4 persistence,rep7_fold4,69.0,298-2.268752278500593,0.3222738228664363,18.0,13.0,0.26153846153846155,-0.09643401151803249,1.5154710519257273,B4 persistence,rep8_fold0,68.0,299-1.995794605890843,0.2538155934114468,17.0,13.0,0.6923076923076923,0.05172867195969866,1.0509285394922194,B4 persistence,rep8_fold1,69.0,300-0.3292988203093156,0.10827467803948089,17.0,15.0,0.8333333333333333,0.8130562288692472,0.9234027761126652,B4 persistence,rep8_fold2,69.0,301-0.5922850467723116,0.22394396996025978,17.0,13.0,0.5769230769230769,0.22299689827258687,0.6446239014002785,B4 persistence,rep8_fold3,69.0,302-1.0010292950420931,0.32625780661507675,17.0,11.0,0.5606060606060606,0.16909317507425561,0.02923892108338656,B4 persistence,rep8_fold4,69.0,303-0.9058943747151409,0.3111074050927656,18.0,16.0,0.4375,0.06557488042620463,1.932446589583515,B4 persistence,rep9_fold0,68.0,304-0.44469808788459925,0.1686196552826681,17.0,14.0,0.7857142857142857,0.30702183935037974,0.5650591104525425,B4 persistence,rep9_fold1,69.0,305-1.7507099082550919,0.35063178532349676,17.0,10.0,0.6714285714285714,0.07125362833490514,0.12495652192032426,B4 persistence,rep9_fold2,69.0,306-1.39383179740849,0.25610904471106466,17.0,12.0,0.7166666666666666,0.10454587731879708,0.6832781134228807,B4 persistence,rep9_fold3,69.0,307-0.37712358438361265,0.12704780439733807,17.0,13.0,0.8653846153846154,2.1442012861363025,-0.2336167987828705,B4 persistence,rep9_fold4,69.0,308-1.6086475951036077,0.3430046548428886,18.0,16.0,0.4375,0.04155291331122825,2.025425408671445,B5 D+K,rep0_fold0,68.0,309-0.46505798562119305,0.16600393986092998,17.0,13.0,0.75,0.7755716288318392,-0.45053891505453963,B5 D+K,rep0_fold1,69.0,310-1.910553102230546,0.3671487587462715,17.0,9.0,0.6875,0.08317941702956319,-0.05635396067479679,B5 D+K,rep0_fold2,69.0,311-0.21797860333426577,0.06832696701304698,17.0,15.0,0.9333333333333333,1.5679899193996998,0.746484295584295,B5 D+K,rep0_fold3,69.0,312-4.442881208907123,0.5753831880733453,17.0,12.0,0.3,-0.08067698409893759,1.2684449637499269,B5 D+K,rep0_fold4,69.0,313-3.2886763760559834,0.2985208333628376,18.0,15.0,0.16666666666666666,-2.445914648038962,34.30238282164917,B5 D+K,rep1_fold0,68.0,314-1.3249884918622181,0.21583735206029014,17.0,13.0,0.7692307692307694,0.10556693357103088,0.6327825914404908,B5 D+K,rep1_fold1,69.0,315-1.085035479425277,0.3653493727736542,17.0,10.0,0.6285714285714286,0.15289502745995553,-0.05011381800735956,B5 D+K,rep1_fold2,69.0,316-0.6181320364009891,0.22635548780650397,17.0,15.0,0.5333333333333333,0.18307092950710027,1.8180907445606822,B5 D+K,rep1_fold3,69.0,317-0.7487335959626618,0.242511005914777,17.0,12.0,0.6333333333333333,0.19350845066855457,0.38889543334670296,B5 D+K,rep1_fold4,69.0,318-0.677051064635283,0.23292001311999203,18.0,15.0,0.5333333333333333,0.1259525671975601,1.168976867735629,B5 D+K,rep2_fold0,68.0,319-1.1990902771961511,0.1916692206107921,17.0,13.0,0.7980769230769231,0.11947433146155152,1.196140302867005,B5 D+K,rep2_fold1,69.0,320-1.4083373496478084,0.2846194215061303,17.0,11.0,0.6136363636363635,0.09684084145137371,0.552671333796619,B5 D+K,rep2_fold2,69.0,321,,,,,,,B5 D+K,rep2_fold3,,"predict requires that you use a DataFrame when predicting from a model322that was "323-0.6273754728368014,0.20785533865271316,17.0,12.0,0.7833333333333332,0.29895846921363933,-0.1339394199429445,B5 D+K,rep2_fold4,69.0,324-0.35864946673036374,0.12718648987373163,18.0,16.0,0.8125,0.6132308599390598,1.3326286084165668,B5 D+K,rep3_fold0,68.0,325-0.45406387187424124,0.16363844983876527,17.0,15.0,0.8,0.558459245940016,1.559835301606045,B5 D+K,rep3_fold1,69.0,326-0.7294005421086576,0.2483846181535665,17.0,13.0,0.5384615384615385,0.1324976087963955,0.8940469165129482,B5 D+K,rep3_fold2,69.0,327-2.18913976133198,0.36627006718680266,17.0,10.0,0.8071428571428573,0.11620363525746709,-0.29537465541758173,B5 D+K,rep3_fold3,69.0,328-1.603694240281597,0.34315487131637895,17.0,11.0,0.4621212121212121,0.061612619597799685,0.6019101491872662,B5 D+K,rep3_fold4,69.0,329-2.68643763682533,0.30902926077725623,18.0,14.0,0.6160714285714286,0.044226227142430005,1.1368766901013199,B5 D+K,rep4_fold0,68.0,330-1.967522043578091,0.4162693927750346,17.0,14.0,0.30952380952380953,-0.09450035353060156,1.956076972751605,B5 D+K,rep4_fold1,69.0,331-0.5533698018190921,0.20156381198776688,17.0,13.0,0.6538461538461539,0.2748627039530372,0.7253815213287793,B5 D+K,rep4_fold2,69.0,332-2.0618545972221476,0.2620806791526402,17.0,12.0,0.3833333333333333,-0.1521422961463733,1.4561793294051173,B5 D+K,rep4_fold3,69.0,333-3.8022987629250857,0.3662949557152728,17.0,12.0,0.39166666666666666,-0.062311561595841454,1.3133456630553226,B5 D+K,rep4_fold4,69.0,334-1.347748772235445,0.259839641636982,18.0,15.0,0.4222222222222222,0.045528261811878225,1.4734559983412945,B5 D+K,rep5_fold0,68.0,335-1.117165261029644,0.3261248943137409,17.0,12.0,0.5166666666666666,0.07483138312422152,0.6858851214477804,B5 D+K,rep5_fold1,69.0,336-1.623786577294298,0.2884735546505205,17.0,11.0,0.6439393939393939,0.08561257999011314,0.4866087840005091,B5 D+K,rep5_fold2,69.0,337-0.45838993252287863,0.17226212863349566,17.0,14.0,0.8095238095238095,0.5118303640153168,1.089158293034656,B5 D+K,rep5_fold3,69.0,338-0.4585206212824873,0.15103757964895823,17.0,13.0,0.8076923076923077,0.4073219473812901,0.0964510945060321,B5 D+K,rep5_fold4,69.0,339-0.3911808795118769,0.1331023322389171,18.0,14.0,0.8571428571428571,1.5684468373949076,-0.6055531300897906,B5 D+K,rep6_fold0,68.0,340-1.760548434946782,0.3424541506752111,17.0,12.0,0.6666666666666666,0.04222931127036659,0.7365394662891035,B5 D+K,rep6_fold1,69.0,341-0.7293865873785292,0.28568327915850517,17.0,12.0,0.5833333333333333,0.19928065655720664,0.3758629725612771,B5 D+K,rep6_fold2,69.0,342-0.9208605902486354,0.20757295527959582,17.0,13.0,0.8076923076923077,0.17104131748154877,0.47782292906224644,B5 D+K,rep6_fold3,69.0,343-2.806566300888324,0.3132612059966252,17.0,14.0,0.33333333333333337,-0.09327847228422559,2.196526141634779,B5 D+K,rep6_fold4,69.0,344-1.1920072729172748,0.20477921896261944,18.0,15.0,0.7333333333333333,0.07164730776908775,1.4929350423504666,B5 D+K,rep7_fold0,68.0,345-0.5138423200764016,0.16128568918965838,17.0,13.0,0.8076923076923077,0.6407385326557591,-0.6748888731030043,B5 D+K,rep7_fold1,69.0,346-2.0385185734021327,0.27535858863264523,17.0,13.0,0.673076923076923,0.06168247667862428,0.9388420906226793,B5 D+K,rep7_fold2,69.0,347-3.864619229097563,0.5496259409353056,17.0,12.0,0.3666666666666667,-0.06288951828009778,1.160549622890945,B5 D+K,rep7_fold3,69.0,348-1.412012186014146,0.2785833265940752,17.0,12.0,0.6583333333333334,0.09673316828871309,0.7686155184059031,B5 D+K,rep7_fold4,69.0,349-2.4086979568951974,0.3274649368367347,18.0,13.0,0.35384615384615387,-0.08437392424133028,1.4409418365259739,B5 D+K,rep8_fold0,68.0,350-2.0122534376007857,0.2605845912499715,17.0,13.0,0.6538461538461539,0.0497731527014191,1.0484128095764136,B5 D+K,rep8_fold1,69.0,351-0.3383047825295994,0.11358163232195785,17.0,15.0,0.8333333333333334,0.5735601083454099,1.0552396305747767,B5 D+K,rep8_fold2,69.0,352-0.6142144509590765,0.231223753138173,17.0,13.0,0.5961538461538461,0.20517776891198947,0.6367456431704256,B5 D+K,rep8_fold3,69.0,353-1.0048767992431018,0.32679636217954533,17.0,11.0,0.5757575757575758,0.16738131263396505,0.03198360555919391,B5 D+K,rep8_fold4,69.0,354-0.9995139796531419,0.3242365478545742,18.0,16.0,0.4375,0.06410300045327784,1.9375996700379396,B5 D+K,rep9_fold0,68.0,355-0.4727606768137651,0.1752990612440601,17.0,14.0,0.7857142857142857,0.2836485799854604,0.538920906521827,B5 D+K,rep9_fold1,69.0,356-1.9332028028939552,0.3853947821619841,17.0,10.0,0.6857142857142857,0.06379175357910985,0.11989649374202335,B5 D+K,rep9_fold2,69.0,357-1.439083006037761,0.27624603622328614,17.0,12.0,0.6916666666666667,0.09931383997259025,0.6909196551509177,B5 D+K,rep9_fold3,69.0,358-0.49933422588539145,0.18170512165320227,17.0,13.0,0.7884615384615384,0.40807877936941567,0.5358499695614622,B5 D+K,rep9_fold4,69.0,359