training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.639060085558976,0.562229540187063,0.6221864951768489,0.7186495176848875,0.6790855325565108,0.7845751066354658,0.6367457627118644,0.715755278830536
2,0.5649470790305261,0.5232174509591229,0.6925875782704349,0.7486602357984995,0.7780137342423916,0.8195192587155037,0.6943720030285185,0.740453790813503
3,0.5411230350815719,0.5003362295136957,0.7093416821797258,0.7604501607717041,0.8001363572738142,0.8358445655258135,0.7019350360107598,0.7574606619641888
4,0.5281948417067064,0.4900622411939492,0.7178879675071924,0.7593783494105038,0.8103131952175038,0.8435821704811892,0.7154156945313833,0.7558455682436107
5,0.5184969867036354,0.4788950879090852,0.7247983302307215,0.770096463022508,0.8182916652040411,0.8510802548912163,0.715032565203423,0.7677314564158094
6,0.5121969307743972,0.47234337314532115,0.7298753314153551,0.7722400857449089,0.8223541364875346,0.85601598641683,0.7245851666522877,0.7740563530037214
7,0.5064899540175478,0.46894026032598074,0.7353190049077678,0.7759914255091104,0.8277156197324298,0.857474936501208,0.7275577749390315,0.7730727470141151
8,0.5039658701587276,0.466203957125305,0.732413832007672,0.7738478027867095,0.8285102013012211,0.8593508935782072,0.724399384132702,0.7711496746203904
9,0.5017869575492903,0.46175375149564346,0.7341907824222936,0.7808145766345124,0.8293607803063434,0.8623273815062569,0.724910969700508,0.7792768483540206
10,0.5022901638668994,0.4579320880569446,0.7362215828961471,0.7813504823151125,0.8297179807513482,0.8656209326022501,0.7290688915927922,0.7818181818181819
11,0.49638113854580634,0.45822039677782456,0.7407626784001805,0.7818863879957128,0.834806153101535,0.864248715377219,0.7357769153370706,0.7764964305326744
12,0.498841456323736,0.4571418094290031,0.7369549275117053,0.7872454448017149,0.8320960706617702,0.8659471860069455,0.7309290248124639,0.7855213398163156
13,0.4967792799658815,0.45802275534611425,0.7368421052631579,0.7845659163987139,0.8326261640267791,0.865588192383821,0.7307048432719506,0.7861702127659574
14,0.49310973438439504,0.45670588031842396,0.7410729395836859,0.7872454448017149,0.8357883214678244,0.8665554648019677,0.7330774598743894,0.7880405766150561
15,0.49602664079858194,0.45486634413912364,0.740085744908896,0.7920685959271169,0.8346400080683152,0.8676795456346951,0.736163999198328,0.7916219119226638
16,0.4911408202562221,0.4538111680956899,0.7402549782817172,0.7888531618435155,0.8366316004718702,0.8677978699328768,0.7370585044113868,0.7895299145299145
17,0.49233647362393845,0.45498628526255247,0.7406498561516331,0.7845659163987139,0.8359674419824696,0.8676203834856041,0.7325557720834182,0.7859424920127795
18,0.4900840589955366,0.45101028776628793,0.7415806397021493,0.7888531618435155,0.8379919146219112,0.869769175716178,0.7362390603408567,0.7890792291220556
19,0.49371750703982076,0.4505989097322298,0.741439611891465,0.7915326902465166,0.8357710277207231,0.8697082903976959,0.7374931989347384,0.7902964959568733
20,0.48981768304895357,0.4506504333479228,0.7423703954419811,0.7883172561629154,0.8385617872648006,0.8694871503258512,0.7379504246040853,0.7856755290287575
21,0.48847086438876075,0.4498846238640727,0.7405370339030857,0.7867095391211146,0.8382555706764863,0.871102334435013,0.7335862608242347,0.7869379014989293
22,0.48998327568655065,0.4482229903963218,0.739521633666159,0.7845659163987139,0.8375840469506028,0.8713269208456396,0.7339919923956563,0.7838709677419354
23,0.4863551794968194,0.44928962279746004,0.743160151181813,0.7893890675241158,0.8397879806016887,0.8704911836910059,0.7336959700532257,0.7858310626702997
24,0.4891050834808279,0.4503914333424768,0.7411857618322333,0.7883172561629154,0.8383532121686539,0.8695939868280932,0.7358512292014509,0.7852093529091898
25,0.48916367988514603,0.4500394201930313,0.7425396288148023,0.7883172561629154,0.8387251414955167,0.871043746675719,0.7350978002205584,0.7900053163211058
26,0.4867010272624509,0.4472292981730397,0.7446268404129295,0.7893890675241158,0.840601365878571,0.8721741457962134,0.7387314595717666,0.7876823338735819
27,0.4850490079664058,0.44968828252274123,0.7453037739042139,0.7893890675241158,0.8412851920474196,0.8723590993108471,0.7402634758096991,0.7937007874015748
28,0.48575006798351045,0.4459262522853839,0.7433293845546342,0.7952840300107181,0.8406429478812159,0.8727175185441746,0.7362777487973106,0.7912568306010929
29,0.4864299100432668,0.4490901549912726,0.743357590116771,0.7931404072883173,0.8406154217219692,0.8705273702482168,0.7382712498202215,0.7879120879120879
30,0.48842623721909695,0.4441052329310267,0.7423139843177075,0.7936763129689175,0.8383544882368454,0.8739897919445277,0.73716915995397,0.789272030651341
31,0.4893300180448092,0.44567241296890847,0.7421447509448863,0.789924973204716,0.8383913557880539,0.8729897793079522,0.7370570639668661,0.7867247007616975
32,0.4861718729468727,0.4472374871037781,0.7425114232526654,0.7861736334405145,0.8400296857375948,0.8722074604044394,0.7366659935962154,0.7820862916439104
33,0.48728733474095876,0.44726183272634673,0.7414114063293281,0.789924973204716,0.8390741461459388,0.8731919645164958,0.7367937528709233,0.7928118393234672
34,0.48635196867358726,0.4451074697005404,0.7413832007671913,0.7888531618435155,0.8398944081893105,0.8726491661583317,0.7384694372343763,0.7837541163556532
35,0.4861962703969358,0.4484893568459048,0.7437524679866869,0.7931404072883173,0.840230122319028,0.8720477800408736,0.7400349100065814,0.7940234791889007
36,0.4856966327220822,0.4465164520157878,0.7434422068031816,0.7931404072883173,0.8411336501985675,0.8728151648096645,0.7402923709456373,0.7906724511930586
37,0.4856566380205685,0.44600205616935656,0.7394652225418853,0.7888531618435155,0.8397821062329061,0.8732264279043159,0.7392666610212549,0.787257019438445
38,0.4865425255904244,0.4463029263295545,0.7402549782817172,0.7888531618435155,0.8392983713751696,0.872568751586752,0.7378519172193914,0.7849344978165939
39,0.48403286054304234,0.4462215382953165,0.7445704292886557,0.7947481243301179,0.8417379241760853,0.874573371978279,0.7409018081940948,0.7972472207517205
40,0.48498094923142393,0.4456960846373506,0.7432165623060868,0.7942122186495176,0.8411299508736977,0.8732057498716239,0.7406711103515069,0.7922077922077922
41,0.48875197809064097,0.4473610037392742,0.7434986179274553,0.7915326902465166,0.8386536514457412,0.8730948926408031,0.740349474645957,0.7909725953788286
42,0.48582262224423983,0.44708514941850275,0.7462345574547301,0.7920685959271169,0.841240833562238,0.8735147715824094,0.7414729461797075,0.7933972310969116
43,0.48536615871317923,0.4483765964531055,0.7439781124837818,0.7920685959271169,0.8411202498914475,0.8724889114049689,0.7388439738757661,0.7940552016985138
44,0.48474822561941405,0.44571533329617175,0.7451627460935296,0.7867095391211146,0.8413643544174199,0.8741649808326125,0.7419087611049219,0.7876200640341515
45,0.4819529456098908,0.446060798271676,0.7456986517741299,0.789924973204716,0.8435694607147116,0.8732310230226918,0.7427234333980139,0.789924973204716
46,0.48508962852173315,0.4464374687702326,0.7434140012410447,0.7861736334405145,0.840814418351141,0.8736204593050573,0.7387646095971053,0.7876530069185738
47,0.4853660062467372,0.4443410946433567,0.7416652563885598,0.792604501607717,0.8407649937797721,0.8741443027999206,0.7390969947300954,0.7933796049119061
48,0.48564803087382497,0.4467492038414026,0.7455012128391719,0.7909967845659164,0.8415505442225585,0.8725026967600971,0.7424281350803574,0.790096878363832
49,0.48529425343092897,0.4462020335856741,0.7450217182828454,0.7920685959271169,0.8415523230807109,0.8735561276477934,0.7407959628397752,0.7918454935622318
50,0.48517754208438385,0.44736674945454125,0.7436960568624132,0.7877813504823151,0.8410920713781376,0.8733143095432567,0.739888364104766,0.7886872998932765