epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.24557624464035036,0.12184302115440368,0.8983875,0.947,0.9674610556249998,0.993596,0.8995241332426921,0.9483933787731256
2,0.10277984736561775,0.06918208229541778,0.961725,0.971,0.9936095309374999,0.99729,0.9616972304921068,0.9710867397806581
3,0.08040877348035574,0.07117350554466248,0.9702,0.971,0.9959808956249999,0.997062,0.9701604626129622,0.9707955689828801
4,0.07022927047759295,0.06272687293589115,0.9731625,0.973,0.9969286475,0.99799,0.9731272294887039,0.9726443768996961
5,0.0626627103805542,0.04988027954101563,0.9766,0.983,0.9975257412499999,0.9983740000000001,0.9765959042832496,0.9830508474576272
6,0.05786890002936125,0.05166597043722868,0.9782,0.983,0.997859540625,0.998324,0.9781732622462517,0.9830845771144279
7,0.052358647165820005,0.05799088817834854,0.98045,0.98,0.9982246846875,0.9978819999999999,0.9804343474779824,0.9799196787148594
8,0.04938230326920748,0.05092955106496811,0.981925,0.983,0.998449686875,0.998466,0.981910981010283,0.983016983016983
9,0.047211416631191966,0.04482004433870315,0.9822375,0.984,0.998558216875,0.998772,0.9822257245425094,0.9838709677419355
10,0.04384863334223628,0.050376197129487994,0.9831625,0.983,0.9987861362499999,0.99843,0.9831601845253722,0.9829145728643216
11,0.04135584339350462,0.053757685899734495,0.9843375,0.979,0.9988979218749999,0.9987900000000001,0.9843286848852479,0.9792694965449161
12,0.03985327697061002,0.04160720944777131,0.985025,0.988,0.9989786659375,0.9988720000000001,0.9850208807422041,0.9879518072289156
13,0.03823890067860484,0.04810441166162491,0.9859,0.983,0.99904749875,0.998918,0.9858929464732367,0.9828456104944501
14,0.037425480357930065,0.04573846054822207,0.9859,0.984,0.9990961434374999,0.99874,0.9858936521434646,0.9839034205231388
15,0.03488782548494637,0.04585608470439911,0.9867125,0.986,0.9992347353125,0.99895,0.9867023605499193,0.9858870967741935
16,0.03518000878356397,0.0464680826663971,0.9864875,0.983,0.9991942293750001,0.9982300000000001,0.9864758354080394,0.9830845771144279
17,0.03459811205938459,0.03714555665850639,0.9872875,0.988,0.9992119071875001,0.999142,0.9872892477284373,0.988
18,0.0318398222271353,0.050794217765331266,0.98805,0.985,0.9993234312499999,0.998872,0.9880467128460326,0.9848942598187311
19,0.029947729206085204,0.046114591911435125,0.9887625,0.986,0.9994097637499999,0.998818,0.9887589871834949,0.9859154929577465
20,0.030707035863772034,0.05005760584771633,0.988575,0.985,0.9993855418750001,0.998806,0.9885730002750481,0.9848942598187311
21,0.03035648744124919,0.04029478732123971,0.988625,0.987,0.999385259375,0.999028,0.9886230090265796,0.986986986986987
22,0.02771786307655275,0.04268507939577103,0.9897625,0.985,0.9994932199999998,0.999162,0.9897587875604906,0.985014985014985
23,0.028419044051878155,0.040157310124486686,0.9895625,0.987,0.9994659625,0.99914,0.9895584539008866,0.9869346733668342
24,0.024504080479592086,0.03886165276169777,0.9908125,0.987,0.9995992400000002,0.9991880000000001,0.9908107770206914,0.9869346733668342
25,0.02381340577136725,0.03875421212613583,0.991625,0.988,0.9996167790625,0.999234,0.991622277240103,0.9879518072289156
26,0.023557890912145375,0.038055918633937834,0.991525,0.989,0.9996242550000001,0.99922,0.99152288072018,0.9889669007021064
27,0.022842524163983764,0.038770855307113376,0.991575,0.988,0.9996456078125,0.9992319999999999,0.9915726824876842,0.9879518072289156
28,0.022377339802496135,0.03818755894713104,0.991775,0.988,0.9996385412500002,0.9992580000000001,0.9917704737605683,0.9879518072289156
29,0.023138283687084912,0.03881400122493506,0.9913625,0.988,0.9996520909375002,0.99928,0.991361096178129,0.9879518072289156
30,0.021889567312598227,0.038326484084129336,0.99175,0.987,0.9996736515625,0.999344,0.9917460793877092,0.9869346733668342
31,0.022040935366228222,0.0383444699048996,0.991975,0.987,0.9996752275,0.99933,0.9919713871242059,0.9869346733668342
32,0.022650351634714752,0.03674644562625326,0.991775,0.988,0.99964296125,0.999346,0.9917733546709342,0.9879518072289156
33,0.02271798444194719,0.038207285437732934,0.9913625,0.987,0.9996746115624999,0.999348,0.9913580710113934,0.9869346733668342
34,0.022911596619337796,0.03904481863230467,0.9916,0.987,0.9996489309375001,0.9993,0.9916016796640672,0.9869346733668342
35,0.02180490804500878,0.04113786385953427,0.9921125,0.989,0.9996631465625,0.9993160000000001,0.9921129929379414,0.9889447236180905
36,0.02335107430620119,0.03837384331226349,0.9915875,0.988,0.999616969375,0.9993240000000001,0.991584449362894,0.9879518072289156
37,0.022993677665665745,0.03789658164884895,0.991325,0.988,0.9996553840625,0.9992979999999999,0.9913252168695783,0.9879518072289156
38,0.022928089465759693,0.03721100720763206,0.99165,0.988,0.9996411353125001,0.999288,0.9916518783273763,0.9879518072289156
39,0.02235812691934407,0.039496791034936904,0.991625,0.987,0.9996737056249999,0.999294,0.9916245812290615,0.9869346733668342
40,0.02354640293903649,0.03660325861070305,0.9913125,0.989,0.999636321875,0.999342,0.9913091322887619,0.9889669007021064
41,0.022656984704174103,0.03786421576142311,0.9918875,0.989,0.999649251875,0.9992819999999999,0.9918855728235456,0.9889669007021064
42,0.022202331830374896,0.03759022999182343,0.9919125,0.987,0.9996738321874999,0.999286,0.9919095672181165,0.9869346733668342
43,0.023378299194574355,0.03783248665917199,0.99185,0.989,0.9996352165625001,0.9993019999999999,0.9918510186226722,0.9889669007021064
44,0.02184683471955359,0.03709681570576504,0.9921,0.988,0.9996817468750001,0.99933,0.9920966410724558,0.9879518072289156
45,0.02138136824797839,0.03842058616876602,0.992225,0.987,0.9996987731250002,0.999314,0.9922253887305634,0.9869346733668342
46,0.02253903678562492,0.03841461533308029,0.9918875,0.987,0.9996458121875001,0.9993160000000001,0.9918855728235456,0.9869346733668342
47,0.022550638609565795,0.03859167218301445,0.9912,0.988,0.9996639793749998,0.999302,0.991195377573226,0.9879518072289156
48,0.0239740192739293,0.03816943168593571,0.9912875,0.987,0.9996035350000001,0.999304,0.9912821603231979,0.9869346733668342
49,0.021156410156935455,0.03947351026535034,0.992075,0.987,0.9997117284374999,0.999284,0.9920730182545636,0.9869346733668342
50,0.021272863856516777,0.03827030050009489,0.992125,0.988,0.9997018156249999,0.999286,0.9921240155019377,0.9879275653923542
51,0.02215615669284016,0.038866416336968544,0.9918,0.987,0.9996509603125,0.99931,0.9917975392617785,0.9869346733668342
52,0.022005669319070876,0.03896252077817917,0.9917375,0.987,0.9996892853124998,0.99932,0.9917301605174592,0.9869346733668342
53,0.022057069880794734,0.0367223801612854,0.9919875,0.989,0.9996670481250001,0.999358,0.9919849953110347,0.9889669007021064
54,0.02247695638388395,0.03677123588323593,0.99175,0.988,0.9996560796874998,0.9993900000000001,0.9917485559972995,0.9879518072289156
55,0.022006187599292026,0.03670203386247158,0.991525,0.988,0.99968203,0.99937,0.9915226687339018,0.9879518072289156
56,0.021527992352470757,0.038555268794531,0.992025,0.987,0.9996844715625001,0.999286,0.9920216091839031,0.9869346733668342
57,0.022084546065330505,0.03851050502061844,0.9917375,0.987,0.9996539240625,0.9992840000000001,0.9917382229054957,0.9869346733668342
58,0.022569347328972072,0.03938664799928665,0.991975,0.987,0.9996433059375001,0.9993,0.9919737960694104,0.9869346733668342
59,0.022281575853377582,0.0388130691088736,0.9917375,0.987,0.9996709465625,0.999276,0.9917384294266895,0.9869346733668342
60,0.02178275236040354,0.03795980013813823,0.991925,0.987,0.9996968006249998,0.9993259999999999,0.9919231827161111,0.9869346733668342