training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.34126044409066375,0.41694741902476495,0.8111553852994493,0.8316326530612245,0.9191688724821193,0.9664648658297139,0.8081150354055345,0.7979002624671916
2,0.22693402014422254,0.08594322528244802,0.8687194308581592,0.9642857142857143,0.9620534970823174,0.9954238880058479,0.8694128554295776,0.9637305699481865
3,0.20690816311659369,0.0762955039826496,0.8769453090262339,0.9737609329446064,0.9673464162091989,0.9956820712458243,0.8752135269889443,0.9736842105263158
4,0.19502316007524598,0.05826708270405194,0.8811095529637104,0.9766763848396501,0.9700766239515708,0.9978686601671072,0.8823390031310824,0.9766081871345029
5,0.1897074789808791,0.07701753787479143,0.8830163833498649,0.9701166180758017,0.9711169010557341,0.9966797422842522,0.8841722050543961,0.9696521095484826
6,0.18341131331954302,0.10576974040130832,0.8871207716249957,0.9584548104956269,0.972993904657488,0.996617055818579,0.8857501406378467,0.9567854435178166
7,0.1777821710501992,0.07182876674496398,0.8885231042856654,0.9737609329446064,0.974055083820219,0.9987675203359144,0.8868757863681721,0.9732540861812778
8,0.1773572416537971,0.3157872842195778,0.887796285528611,0.892128279883382,0.9739309293622066,0.9907574650018275,0.8875212151343197,0.9021164021164021
9,0.17349377834995064,0.044582633947160735,0.8891131101002154,0.9868804664723032,0.9748239747388848,0.9987345833793742,0.8887916988251436,0.986822840409956
10,0.17218497728736332,0.05371161030860667,0.8905410951876047,0.978134110787172,0.975160941449366,0.9979100969833998,0.8888753852163722,0.9778761061946902
11,0.16963977211109732,0.06439478752412359,0.8917980640968636,0.9810495626822158,0.9757438956323004,0.9983701518924937,0.8910640495867769,0.9807692307692307
12,0.16905655150515528,0.04662366624120229,0.891575743065294,0.9839650145772595,0.9757588080008721,0.9980800941784461,0.892923492653268,0.9839181286549707
13,0.16847503485823392,0.05433566177144386,0.8910455929130896,0.9803206997084548,0.9757319753303059,0.9983138403216346,0.890404596435698,0.9803350327749454
14,0.16621166584482516,0.05454043567224077,0.893114888668468,0.978134110787172,0.9764504393764588,0.9983733393399008,0.8917861347738764,0.9782923299565847
15,0.16494888151799392,0.06370824429888072,0.8936621404384855,0.9759475218658892,0.9767855015526989,0.9987728327482597,0.8925411309276925,0.9755374351371386
16,0.15715490010744343,0.03320372730232884,0.8948336012586791,0.9919825072886297,0.9777069627147845,0.9993104488775935,0.8956925138451883,0.991929567131328
17,0.15302547391832913,0.030178694440046484,0.8978349351848685,0.9927113702623906,0.9787609434283033,0.999377385273143,0.8959197184570891,0.9927007299270073
18,0.15138918766673842,0.03146183832192864,0.8982795772480077,0.9919825072886297,0.9791896069405036,0.999323198667222,0.8985934702923877,0.9919649379108838
19,0.15172305747249423,0.03181627120703198,0.8989636419605295,0.9927113702623906,0.9791907150916459,0.9987260835196219,0.8976615278018362,0.9926793557833089
20,0.150371392412164,0.02976204256958847,0.9004258302835448,0.9927113702623906,0.9795416848959821,0.9995739445299153,0.9011636295736754,0.9926686217008798
21,0.15045209497995193,0.03448298105338056,0.8999469849847795,0.9912536443148688,0.9794559043754603,0.99951338302918,0.8971186902657979,0.9912023460410557
22,0.14716477300090658,0.033952012417821684,0.9007080069774601,0.9919825072886297,0.9801110824333906,0.9994730086953565,0.8964102198115901,0.991953182150695
23,0.14908936898648895,0.03577139600028503,0.8998272736600882,0.9897959183673469,0.9797432411814575,0.9988068321872688,0.9001848901309567,0.9897510980966325
24,0.15003148531229374,0.036074502216095414,0.9006567021240209,0.9912536443148688,0.9796514045813095,0.9987696453008525,0.90189985645529,0.9912536443148688
25,0.14909261298615087,0.038221498631258594,0.9005198891815166,0.9919825072886297,0.9798106208069297,0.9987313959319672,0.8990804996530187,0.991953182150695
26,0.14780207025618258,0.0391348278036029,0.9016742483838971,0.9905247813411079,0.9801741012545324,0.9986973964929579,0.9013325553658307,0.9905178701677607
27,0.14575893720858163,0.03692886972007051,0.9029141156753429,0.9912536443148688,0.9807067471596459,0.9987494581339408,0.9035770093076976,0.9912408759124087
28,0.14494827384773323,0.036977922440704726,0.9036323836234907,0.9905247813411079,0.9809987891479016,0.9987664578534454,0.9027979024356586,0.9905040175310446
29,0.1463184845562929,0.036623715398589295,0.9041625337756952,0.9905247813411079,0.9808847860153243,0.9987632704060383,0.9034325889164598,0.9905040175310446
30,0.14584732572977008,0.036483832615978866,0.902178746109382,0.9912536443148688,0.980723795841234,0.9987452082040646,0.9002180549498474,0.9912280701754386
31,0.14424545922583773,0.03703081603610003,0.9042651434825735,0.9905247813411079,0.9812296378836166,0.9987409582741884,0.9011355809476714,0.9905178701677607
32,0.14652363802666465,0.03715944820580564,0.9039744159797517,0.9912536443148688,0.9808371029063218,0.9987430832391266,0.9035024403657111,0.9912280701754386
33,0.14638124668714786,0.03773211012799105,0.9048209460614974,0.9905247813411079,0.9810520912470918,0.9987611454411002,0.9051009011620472,0.9904901243599122
34,0.1457043129123953,0.037037048141306414,0.9041710845846017,0.9912536443148688,0.9811220183918368,0.9987430832391265,0.904194841721022,0.9912280701754386
35,0.14680045016799778,0.03749912382039992,0.903538324725519,0.9905247813411079,0.9807234707660176,0.9987611454411002,0.9036330864577193,0.9904901243599122
36,0.1452270693918763,0.03619990384602599,0.9045045661319561,0.9912536443148688,0.9813410178946328,0.9987653953709763,0.904196548056137,0.9912280701754386
37,0.1447500016507288,0.03603564487345436,0.9039060095084995,0.9912536443148688,0.9810326912904686,0.9987494581339408,0.9034353571980959,0.9912280701754386
38,0.14569749920315678,0.037144170427639255,0.9031535383247256,0.9912536443148688,0.9808690423140468,0.9987483956514718,0.9030723149336757,0.9912280701754386
39,0.14445040600089118,0.03596672439627328,0.9049834114307214,0.9912536443148688,0.9813831187178469,0.9987537080638169,0.9053718022958749,0.9912280701754386
40,0.14657461299932162,0.035981834152002026,0.9045387693675822,0.9912536443148688,0.9811522028613384,0.9987579579936932,0.9051164371919089,0.9912280701754386