training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.2571897825062275,0.16868997523188592,0.8909625,0.946,0.9619713853125,0.982836,0.8921635286991136,0.9458917835671342
2,0.10249610567688942,0.08976531195640564,0.959125,0.964,0.9935048543749999,0.995018,0.9591464481147398,0.9636363636363636
3,0.08254435644596815,0.12431702297925949,0.9676,0.95,0.9957464584375,0.994376,0.9676105265788618,0.9514563106796117
4,0.07725174049884082,0.07002760744094849,0.9704625,0.971,0.9962299949999999,0.997188,0.9704842678524588,0.9710867397806581
5,0.06949511439502239,0.08071183396875858,0.97285,0.967,0.9969555387499999,0.9960100000000001,0.9728581425572328,0.9669669669669669
6,0.06195828217118979,0.06686169847846031,0.97555,0.97,0.9975565184374999,0.997854,0.9755432744004602,0.9703557312252964
7,0.05968754206672311,0.05395021122694015,0.9770875,0.976,0.9977075931249999,0.99835,0.9771009531900009,0.976
8,0.05582731359452009,0.09855114138126374,0.9784875,0.959,0.9980155462499999,0.997438,0.9784974449317191,0.9603864734299516
9,0.05249064586088061,0.12695906853675842,0.9802875,0.964,0.9982350368749999,0.997152,0.9802961204473043,0.965183752417795
10,0.05202052024230361,0.0683318508900702,0.9794375,0.977,0.998266334375,0.9976320000000001,0.979444437502343,0.9767911200807265
11,0.04922362358346581,0.06005106982588768,0.980925,0.98,0.998434173125,0.9980680000000001,0.9809359618219524,0.9799599198396793
12,0.04954018256664276,0.0496393184363842,0.9809875,0.983,0.998417308125,0.998878,0.9809915392978992,0.9831849653808111
13,0.04701879207864404,0.06633866775035858,0.9822625,0.976,0.9985571665625002,0.998196,0.9822675980655562,0.9763779527559056
14,0.04468993845023215,0.05411972495913506,0.9832375,0.977,0.9986921206249999,0.997852,0.9832490163012929,0.9771598808341608
15,0.04467305731698871,0.052378923520445826,0.9830875,0.983,0.9987308056249999,0.998612,0.9830978525653038,0.9829488465396189
16,0.04416244664862752,0.061337709560990335,0.9831375,0.972,0.9987252821875,0.997954,0.9831423465753596,0.9719438877755511
17,0.04224556235820055,0.05293858873844147,0.983925,0.976,0.9988342181250001,0.99875,0.9839310258653005,0.9761904761904762
18,0.04184411993473768,0.04035755966603756,0.9844125,0.983,0.9988489365625,0.9992139999999999,0.9844142533964929,0.983016983016983
19,0.039481629332900045,0.0380017871260643,0.985075,0.984,0.9989661159375,0.999196,0.9850779844031193,0.9838709677419355
20,0.039050778500176964,0.05595802050828934,0.9852,0.978,0.9989906596875,0.998618,0.9852040688810577,0.9777327935222672
21,0.038018626151047646,0.03781456935405731,0.985725,0.984,0.999055713125,0.999188,0.985720359116713,0.9839034205231388
22,0.03786576530188322,0.07107540512271225,0.9856875,0.975,0.9990700378125001,0.997752,0.9856898254033719,0.9754178957718781
23,0.03550247654877603,0.04472261417657137,0.986525,0.981,0.99917039375,0.9989760000000001,0.9865276944611078,0.9811320754716981
24,0.03683767461553216,0.08104223525524139,0.9863375,0.971,0.999118265,0.99753,0.9863400612385178,0.971028971028971
25,0.03603814362697303,0.054750813365913927,0.9862375,0.977,0.9991466175,0.9986539999999999,0.9862428309030251,0.9767911200807265
26,0.033973789243213835,0.034988305181264875,0.9874875,0.987,0.9992454203125,0.99852,0.9874957840430715,0.9870388833499502
27,0.0336566893408075,0.037800674140453336,0.9871375,0.982,0.9992725715625002,0.99936,0.9871331574406362,0.9822134387351779
28,0.03516939798332751,0.05907388961315155,0.9867375,0.975,0.9991722771875,0.998462,0.9867413118728365,0.9750747756729811
29,0.03391784453056753,0.06921996867563575,0.9873375,0.976,0.9992547612500001,0.997552,0.987342404818133,0.9761431411530815
30,0.032122378143295646,0.07228873765468598,0.98765,0.974,0.9993077275,0.9974299999999999,0.9876567887661786,0.9743589743589743
31,0.032853978098742666,0.03264096333086491,0.9875625,0.986,0.9992887515625,0.999444,0.9875607896085712,0.9860279441117764
32,0.03169495304683223,0.04754947853460908,0.9878,0.984,0.9993381837499999,0.9988980000000001,0.9878042685060229,0.984
33,0.0325634615611285,0.07620548486709594,0.9877625,0.976,0.9992953393749999,0.99867,0.9877614291250485,0.9764705882352941
34,0.03284200843628496,0.053336817268282176,0.9876625,0.983,0.9992856396875,0.9982260000000001,0.9876728240098918,0.9831516352824579
35,0.030358187890425326,0.026614241600029346,0.9887625,0.991,0.9993883709375,0.998726,0.9887626404669941,0.990990990990991
36,0.03145117684975266,0.03880496996641159,0.9881625,0.984,0.9993390918749999,0.9991,0.988167380955356,0.9839034205231388
37,0.03075786703492049,0.043761813044548036,0.988625,0.983,0.9993586171875,0.999152,0.988628695673906,0.9831516352824579
38,0.029451999595947565,0.03821960013359785,0.988775,0.989,0.9994363434374999,0.9993380000000001,0.9887758418118641,0.989010989010989
39,0.02943100941479206,0.046573635160923006,0.9888,0.984,0.999430351875,0.999074,0.9888,0.9838709677419355
40,0.028862864456977694,0.033900146007537844,0.9894875,0.984,0.9994478037499999,0.999448,0.9894907841299594,0.984
41,0.027756637436151504,0.0390649971216917,0.9895875,0.985,0.9995044921875001,0.99941,0.9895894519777542,0.9850448654037887
42,0.021649938562326134,0.031183642968535423,0.992075,0.988,0.9996990165625,0.999484,0.9920763866323393,0.9879518072289156
43,0.018418092272244394,0.0391297372598201,0.9933375,0.988,0.99976330375,0.998498,0.9933389154804604,0.988
44,0.018358768828725443,0.034538188990205526,0.992775,0.987,0.9997714343749999,0.9986020000000001,0.9927746387319366,0.986986986986987
45,0.017306528286472896,0.03354046154068783,0.993575,0.989,0.9998045315625,0.9986320000000001,0.9935756424357565,0.988988988988989
46,0.017489736422430725,0.032686231285333635,0.993675,0.989,0.9997868325,0.999558,0.9936757905261843,0.9889669007021064
47,0.01589218409322202,0.03669157077372074,0.9937625,0.988,0.9998243946875001,0.9986219999999999,0.9937642927658298,0.988
48,0.016967264903057368,0.03582666659355164,0.9938625,0.987,0.999815451875,0.998578,0.9938615024941553,0.987012987012987
49,0.015907147341710514,0.034647640466686426,0.99395,0.988,0.9998361521875001,0.9985879999999999,0.9939521167591343,0.9879759519038076
50,0.015000127985933795,0.033812878728145736,0.9942125,0.988,0.9998465996874999,0.9986179999999999,0.9942119935494356,0.9879759519038076
51,0.01568684279639274,0.03433457591384649,0.994325,0.988,0.999837119375,0.998626,0.9943262765877677,0.9879759519038076
52,0.015734441786119713,0.03452299890294671,0.99385,0.988,0.9998309865625001,0.998634,0.993851537115721,0.9879759519038076
53,0.015493583727488294,0.03554822874069214,0.99405,0.988,0.9998134003125001,0.99861,0.9940517844646606,0.9879759519038076
54,0.01566599233309971,0.03530654576420784,0.9943,0.988,0.9998142143750001,0.998606,0.9943009973254681,0.9879759519038076
55,0.015907046043593435,0.035406885087490084,0.9939125,0.987,0.999830001875,0.998598,0.9939130326096467,0.986986986986987