training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.08380111252069473,0.05348298209905624,0.9663625,0.983,0.9956030796875,0.9983500000000001,0.9663612385464455,0.9830845771144279
2,0.041526970613375305,0.057092710956931116,0.9851375,0.976,0.9987992937500001,0.997856,0.9851350844512233,0.9763779527559056
3,0.03518724364750087,0.05157612532377243,0.9869125,0.978,0.9991720912500001,0.998972,0.9869107002212805,0.9775967413441955
4,0.030401692363340407,0.027769247174146586,0.988775,0.99,0.999388499375,0.99954,0.9887733159973996,0.9900596421471173
5,0.026774657212290914,0.029289492189884185,0.9906,0.988,0.9994664218750001,0.9994879999999999,0.9905945918903369,0.9880239520958084
6,0.02564074798002839,0.03437352496385574,0.9904875,0.984,0.99955344875,0.999422,0.9904873810922636,0.9838709677419355
7,0.022729650076944382,0.03372676639258861,0.9919,0.991,0.9996243059375,0.9994419999999999,0.9919028340080972,0.9909729187562688
8,0.02426139419497922,0.026328840628266334,0.9912625,0.994,0.9996046865625,0.999582,0.991261953872117,0.9940119760479041
9,0.022508089120825754,0.027908500015735627,0.9914875,0.991,0.9996199100000001,0.9995580000000001,0.9914863293702885,0.9909729187562688
10,0.021495544563932344,0.029435926083475353,0.99205,0.991,0.999693424375,0.9986379999999999,0.9920480120030007,0.9910269192422732
11,0.019883352918596938,0.04117086360044778,0.9928875,0.989,0.999712243125,0.999426,0.992888833343748,0.9889224572004028
12,0.021287586880242453,0.03494359707832336,0.9922875,0.988,0.9996557534375,0.999516,0.992286825097196,0.988
13,0.019410972280753776,0.031757158495485785,0.99295,0.99,0.9997082581250001,0.999506,0.9929524666366771,0.9900199600798403
14,0.018788172438275068,0.01990511727356352,0.99325,0.992,0.999754944375,0.999768,0.9932479743923177,0.9920159680638723
15,0.019693653361592442,0.029755046516656877,0.9928875,0.989,0.9997258168750001,0.9986579999999999,0.9928865218967609,0.9890547263681592
16,0.018050431178323924,0.035269855976104734,0.9931625,0.987,0.9997742821875,0.999514,0.9931619016663958,0.9869083585095669
17,0.01741551666567102,0.01681467080116272,0.9936,0.996,0.999789191875,0.999856,0.9935993599359936,0.9959919839679359
18,0.018152127362787724,0.0352143643796444,0.9931875,0.987,0.9997540181250001,0.999164,0.9931891175845736,0.9869608826479438
19,0.01749123232383281,0.027128501921892166,0.9935625,0.99,0.99979617125,0.99966,0.9935612927423892,0.9900398406374502
20,0.017235335105098785,0.02004218239337206,0.9937,0.992,0.9997753318749999,0.999792,0.9937,0.9919839679358717
21,0.01637661460810341,0.024918013259768487,0.994125,0.991,0.9998114468749999,0.99964,0.994124853121328,0.9910625620655412
22,0.015613745130226016,0.0389368434548378,0.9942375,0.985,0.9998256103125001,0.9987199999999999,0.9942378601337416,0.9851924975320829
23,0.015016568828211166,0.03343766522407532,0.9947,0.99,0.9998105456249999,0.998522,0.9946998674966874,0.9899598393574297
24,0.009668744673673063,0.015450777329489938,0.9963875,0.997,0.9999366387499999,0.9989,0.996386641827434,0.997002997002997
25,0.007466233547689626,0.014600379575043917,0.997275,0.997,0.999963644375,0.999846,0.9972747956096707,0.996996996996997
26,0.006449911724647973,0.015622713446675334,0.9975875,0.996,0.9999733146875,0.9989319999999999,0.9975877110752809,0.9959919839679359
27,0.006039172103576129,0.016120399681851267,0.9978375,0.997,0.9999748803124999,0.999862,0.9978374189032089,0.996996996996997
28,0.005462758123714593,0.01527087467815727,0.99775,0.996,0.999980760625,0.998926,0.9977497187148393,0.9959919839679359
29,0.005839177356922301,0.015614406049251557,0.99785,0.996,0.9999779015624999,0.9999180000000001,0.9978499462486562,0.9959919839679359
30,0.006277850946440594,0.013740215204656124,0.9975875,0.997,0.9999744187499999,0.99894,0.9975879522589515,0.996996996996997
31,0.006149465677636908,0.019031632061931304,0.9979375,0.995,0.9999592309375,0.999892,0.9979375773408498,0.9949849548645938
32,0.005350587552280922,0.01742541548621375,0.99805,0.997,0.9999688412500001,0.9998840000000001,0.9980499512487813,0.996996996996997
33,0.005217145767689362,0.01744158554074238,0.9983625,0.996,0.9999800975,0.999882,0.9983625204684942,0.9959919839679359
34,0.005266412850524648,0.01763286733628047,0.9979625,0.996,0.999982090625,0.9998940000000001,0.9979624745309317,0.9959919839679359
35,0.005074514870402345,0.015134185580594931,0.998225,0.996,0.9999814871875,0.99988,0.9982247337100565,0.9959919839679359
36,0.004922963310018531,0.021650766939041204,0.9981625,0.993,0.999981743125,0.999892,0.9981627066954968,0.992964824120603
37,0.00401174271954078,0.017578382298350334,0.9985,0.995,0.9999899465625,0.999894,0.9984997374540545,0.994994994994995
38,0.004837633376332815,0.016524362772695894,0.9984,0.997,0.9999843865624998,0.9999,0.9984,0.996996996996997
39,0.00429279389311996,0.01624877165351063,0.998575,0.996,0.9999878940624999,0.999898,0.9985748574857486,0.9959919839679359
40,0.004438498888333561,0.015829742405563594,0.998275,0.996,0.9999877690624999,0.999908,0.9982752587111933,0.9959919839679359
41,0.004388659512973391,0.015052482064813376,0.9983,0.997,0.9999875365624998,0.999888,0.9982998299829983,0.996996996996997
42,0.003829265673486225,0.01608032351732436,0.9985125,0.996,0.9999909409375,0.999892,0.9985125929629398,0.996
43,0.0037422880321450066,0.01568331126915291,0.9986625,0.996,0.9999902384374999,0.9998960000000001,0.9986626838809664,0.9959919839679359
44,0.0038982069094134204,0.016396091327565955,0.998525,0.995,0.9999778949999999,0.999892,0.9985251106167038,0.994994994994995
45,0.003952378381142626,0.016937893855385484,0.9985375,0.996,0.9999901646874999,0.999892,0.9985374451541933,0.9959919839679359
46,0.0035518867560203945,0.01758141304552373,0.998725,0.996,0.9999923165625,0.9998959999999999,0.9987251274872513,0.9959919839679359
47,0.004056843713918352,0.017710735796021254,0.9984625,0.995,0.9999893496875,0.9998940000000001,0.9984627113771857,0.994994994994995
48,0.004265557135605923,0.016513990357521834,0.9984375,0.996,0.9999873125,0.999904,0.9984375976501468,0.9959919839679359
49,0.004287949476872745,0.0173485397323966,0.9984125,0.996,0.999988038125,0.999894,0.9984124007750484,0.9959919839679359
50,0.003753211729459872,0.01663763615489006,0.9987125,0.996,0.9999905503125,0.999902,0.9987124195262204,0.9959919839679359