training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.3908570477161175,0.1402057737495355,0.838974445760704,0.9501607717041801,0.9169628266602111,0.9852950468070245,0.8361225134196401,0.9492635024549918
2,0.15478298319467415,0.10544763998969958,0.9421221864951769,0.9581993569131833,0.9827487656991749,0.9921199463749686,0.9410243145369891,0.9583333333333334
3,0.12581866161283412,0.13356643364168824,0.9538839059062447,0.9512325830653805,0.9883656948840952,0.9916799637904672,0.9531773533033592,0.9522309711286089
4,0.11504945014965152,0.10940451963154833,0.9577198623568568,0.9635584137191854,0.9904197414380989,0.9926880178842007,0.957182438801451,0.9637526652452025
5,0.10279383515016463,0.09677911154518556,0.9634737970327749,0.9646302250803859,0.9920381188999545,0.9940343875683668,0.963011624917883,0.9648936170212766
6,0.09893412107813275,0.08507681065433662,0.9643481694590174,0.9705251875669882,0.9924737720810275,0.9947190602063898,0.9639166428775335,0.9699945444626296
7,0.08823910262010125,0.09565741671818245,0.9687764427145032,0.9689174705251876,0.9937359817266271,0.9952118866522149,0.968413844266271,0.9681668496158068
8,0.08670375390486743,0.0812854671976574,0.968832853838777,0.9721329046087889,0.9941625480929337,0.9956547411857013,0.9684924866698982,0.971677559912854
9,0.08201244668642627,0.08831745266339404,0.9711739154961359,0.9705251875669882,0.994746777298533,0.9947322711717207,0.9708682515249986,0.9704777241009125
10,0.07846412310913586,0.07172291975025195,0.9719354656738309,0.9742765273311897,0.9951598765312059,0.9961849029683316,0.9716629168683963,0.9742212674543501
11,0.07470868332703962,0.07378444612217869,0.97230213798161,0.9710610932475884,0.9955418330173506,0.9962038578316326,0.9720641784251252,0.9711538461538461
12,0.0723731576435597,0.07985692013689942,0.9735713882777683,0.9742765273311897,0.9958186968550414,0.9954611718241126,0.9733344716696548,0.9739413680781759
13,0.07056159025474558,0.07845290757452177,0.974417555141874,0.9721329046087889,0.9959879159078954,0.9960998932783757,0.9742161071154447,0.9719525350593312
14,0.06913263103213078,0.08234789385385452,0.9751226941952953,0.9721329046087889,0.9960689414647441,0.9953422731361338,0.974910394265233,0.9722518676627535
15,0.06621879533142543,0.07075699754179099,0.9759970666215377,0.9737406216505895,0.9964668949454014,0.9962343004908735,0.9757970478655328,0.9733260751224823
16,0.06326387345067114,0.075985354050946,0.9776329892254753,0.9758842443729904,0.9966438579183161,0.9961194225314737,0.9774555792466241,0.9756361667569031
17,0.061144389806639665,0.07884185044903463,0.9781688949060755,0.9753483386923901,0.9969243510721482,0.9969195475186935,0.9780163599182005,0.9749727965179543
18,0.056854962873910765,0.0746956561539334,0.9796637896993287,0.9737406216505895,0.9972762213071253,0.9953428475259308,0.9795280956301996,0.9737265415549597
19,0.05849700232970571,0.08019676471542315,0.978056072657528,0.9737406216505895,0.9972603340990283,0.9954663413322856,0.9779165483962532,0.9734129137276181
20,0.05828364382446428,0.08411261374639928,0.979409939640097,0.9737406216505895,0.9972303146743746,0.9964244235136803,0.9792672536211303,0.9738107963655799
21,0.05538856709446272,0.0678398820460801,0.9799176397585604,0.9769560557341908,0.9976209554250957,0.9961889236969106,0.9797876568443763,0.9766684753119913
22,0.05541366204981282,0.07709731199925351,0.9806791899362555,0.9753483386923901,0.9974851432647011,0.9964198283953043,0.9805491665956783,0.9752421959095802
23,0.05246599984003326,0.07580728677978853,0.9812433011789925,0.9769560557341908,0.9976173881621458,0.9965002429668841,0.9811267205903221,0.9769436997319035
24,0.051782931914033874,0.1057861854600753,0.9820612624809613,0.9753483386923901,0.9977198395721978,0.9946036078571929,0.9819461791756557,0.9751619870410367
25,0.053153039925058876,0.07351185616189644,0.9812715067411294,0.9769560557341908,0.997635046272858,0.9965456197608471,0.9811524269088845,0.9769189479334407
26,0.05474101687107096,0.09731347691207837,0.9814407401139504,0.9721329046087889,0.9975140536874475,0.9947552467636007,0.9813163723096144,0.972310969116081
27,0.05078018231503067,0.08252194030300214,0.9822869069780561,0.9715969989281886,0.9978867308348217,0.9961188481416767,0.982193489849155,0.9714285714285714
28,0.03861729065099733,0.07477202903706928,0.9866023579849946,0.9780278670953912,0.9987114511613269,0.9970545291209884,0.9865366627930048,0.9778975741239893
29,0.03407746769158766,0.08032441100890231,0.988069047216111,0.9801714898177921,0.9990362852981585,0.9971251790660193,0.9880180154661077,0.9799891833423472
30,0.03468104093456141,0.07991441111664296,0.9876459637840582,0.9785637727759914,0.9989012591448545,0.9970792278822592,0.9875983917549125,0.9784250269687162
31,0.03356167258980674,0.0800227578190362,0.9885767473345743,0.9785637727759914,0.9989919872750607,0.9972314411784641,0.9885324348047683,0.9783783783783784
32,0.032895813570785776,0.07656550833841612,0.9883228972753427,0.9785637727759914,0.999079684345535,0.997315876478623,0.988279922998528,0.978401727861771
33,0.03275389178583698,0.07396855533506326,0.9889152140802167,0.9780278670953912,0.9990814568392575,0.9973359801215179,0.9888696932793338,0.9778737182946573
34,0.030444608704340015,0.0757858774046806,0.9891972697015852,0.9790996784565916,0.9991775772326827,0.9974324776074138,0.9891602750969348,0.9789303079416531
35,0.031176629297676114,0.07523631472200443,0.9889716252044903,0.9796355841371919,0.9991437216479166,0.9974491349115268,0.9889200600753776,0.9794816414686826
36,0.031322837046135255,0.07764383415029746,0.9892536808258588,0.9785637727759914,0.999103423669001,0.9974520068605117,0.9892181000084896,0.978401727861771
37,0.029420864521665285,0.07613853149571219,0.9898459976307328,0.9790996784565916,0.9992353503449517,0.9974738336727977,0.9898057427649091,0.9789757412398922
38,0.02852393867046695,0.07781023891504937,0.9897895865064591,0.9785637727759914,0.9993621154682666,0.9974606227074667,0.9897543303520887,0.9784250269687162
39,0.0301884779696195,0.07618521278502474,0.98942291419868,0.9796355841371919,0.9992033802225386,0.9974399446747747,0.9893782750318652,0.9795258620689655
40,0.03017074351742256,0.07650932415696969,0.9896485586957748,0.9801714898177921,0.9992473154731328,0.9974301800482257,0.9896089923270761,0.9800539083557952
41,0.02905876660569153,0.0760913585878645,0.9900434365656907,0.9801714898177921,0.9992085131352397,0.9974468373523386,0.990007642879384,0.9800539083557952