training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.1594870525151491,0.05837649315595627,0.94505,0.974,0.985395874375,0.99834,0.9451637851458224,0.9736842105263158
2,0.04891255444511771,0.04843974649906158,0.9819125,0.984,0.99838926375,0.998526,0.9819009618631878,0.9840637450199203
3,0.04098877249099314,0.06516808295249939,0.985425,0.975,0.998859596875,0.997988,0.9854198969639374,0.9749247743229689
4,0.03653456708919257,0.04256650495901704,0.9867375,0.986,0.9990655153125,0.9992679999999999,0.9867379973251003,0.9858585858585859
5,0.03568214138075709,0.05940364444255829,0.9868,0.979,0.9991360790624999,0.9983299999999999,0.9868,0.9787234042553191
6,0.029999172747135164,0.03990015828609467,0.9892375,0.988,0.999345638125,0.998996,0.9892325200405188,0.9879759519038076
7,0.03169462961144745,0.04534034144878388,0.988275,0.988,0.9993018990624999,0.9993799999999999,0.9882685477012357,0.9879275653923542
8,0.029803055073274298,0.04331541895493865,0.9892625,0.983,0.999391361875,0.99799,0.989260486341189,0.9829145728643216
9,0.02843129145205021,0.04371415561437607,0.9896125,0.985,0.999460985,0.9982759999999999,0.9896118507406713,0.9850746268656716
10,0.027733767334651202,0.03946993482299149,0.9898625,0.988,0.9994940365625,0.998422,0.989861612891128,0.9879759519038076
11,0.026831346929166465,0.054907928824424745,0.9900875,0.982,0.99951548375,0.998138,0.9900891105195406,0.9820717131474104
12,0.02800533079933375,0.050178519189357756,0.99005,0.982,0.9994389078124999,0.9985700000000001,0.990046018407363,0.9820717131474104
13,0.025427712446730585,0.0769548636674881,0.9906875,0.977,0.9995551875000002,0.9972219999999999,0.9906887802927098,0.977205153617443
14,0.025302810053154826,0.052582308113574984,0.9909125,0.981,0.9995339706249999,0.998996,0.9909114775412234,0.9809428284854563
15,0.026751336156297476,0.043837911561131475,0.9904125,0.987,0.999521585625,0.998282,0.990409502969678,0.986986986986987
16,0.024374210640136153,0.05087221178412438,0.9911125,0.983,0.999586088125,0.9994480000000001,0.9911117222756991,0.9827411167512691
17,0.014263770198030398,0.03483956679701805,0.9949125,0.988,0.9998447559375,0.999428,0.9949105278295339,0.9880239520958084
18,0.01196307003966067,0.032166809320508034,0.995475,0.987,0.999904258125,0.999582,0.9954736420926278,0.9870388833499502
19,0.011337511599739083,0.027693722724914552,0.9956875,0.991,0.9999116637500001,0.999648,0.9956874460930761,0.9909729187562688
20,0.010317483875318431,0.026324373602867126,0.9964125,0.992,0.9999230290625,0.999668,0.9964117374942175,0.992
21,0.009391166536684613,0.031228957712650298,0.99665,0.988,0.999930400625,0.999572,0.9966499162479062,0.9879759519038076
22,0.00938724503798876,0.03080810856842436,0.9965875,0.989,0.9999409593750002,0.9996319999999999,0.9965871160505557,0.988988988988989
23,0.00925770991302561,0.036078432086855176,0.99675,0.989,0.9999399396875,0.9995940000000001,0.9967496749674968,0.9890329012961117
24,0.008796912119051557,0.030019028067586988,0.9971125,0.988,0.9999192143750002,0.9997039999999999,0.9971122473216406,0.9880478087649402
25,0.009039205305592622,0.03161667108512484,0.99685,0.992,0.9999435053125,0.999608,0.9968496062007751,0.9920159680638723
26,0.00832465733307763,0.03130640342843253,0.9968125,0.989,0.9999427559375,0.999682,0.9968128585534127,0.988988988988989
27,0.007553178189964092,0.02917952951043844,0.9972,0.99,0.9999617928124999,0.99969,0.9972,0.9899799599198397
28,0.007608072868280578,0.028727686047554015,0.99705,0.991,0.9999638615625001,0.999696,0.9970501474926253,0.990990990990991
29,0.007120153656997718,0.029447013556957245,0.9973375,0.991,0.9999664453124999,0.999688,0.9973374001525057,0.990990990990991
30,0.007157817871007137,0.02913126605004072,0.9975625,0.991,0.9999617618750001,0.999682,0.9975616160858312,0.990990990990991
31,0.007336907451570732,0.028489415229298175,0.9971875,0.991,0.9999640784374999,0.999708,0.9971867615249003,0.991008991008991
32,0.006501691047073109,0.03007084161043167,0.9977375,0.992,0.999968305,0.999672,0.9977373020139262,0.992
33,0.00693205452451366,0.02848208716508816,0.9975,0.993,0.9999662856249999,0.999718,0.9974997499749975,0.993006993006993
34,0.007461001089593629,0.028252465724945067,0.997175,0.992,0.9999625840624999,0.99971,0.997174576186428,0.992
35,0.00710381545725686,0.029008929789066315,0.9974125,0.993,0.9999660171875,0.9997199999999999,0.9974120147527662,0.992992992992993
36,0.006280751934862929,0.030127739772200585,0.9976625,0.992,0.999974466875,0.9997020000000001,0.9976623538971185,0.9919839679358717
37,0.006127115182683338,0.03197662199282786,0.9976625,0.991,0.9999751071874999,0.99969,0.9976624123404627,0.990990990990991
38,0.00666614195129805,0.030885459803044794,0.9975,0.992,0.9999712131249999,0.999694,0.9974996249437416,0.992
39,0.007003229365494917,0.030323315382003783,0.9974375,0.992,0.9999688965624999,0.999702,0.9974374679683496,0.992
40,0.006024414020474069,0.03197560523450375,0.9977875,0.995,0.9999746728125001,0.999688,0.997786586967124,0.995004995004995