training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.5906354076862336,0.5707805600166321,0.6662125,0.693,0.744404621875,0.8008439999999999,0.6827755800277986,0.7351164797238999
2,0.5132359929323197,0.5536418380737305,0.7238125,0.704,0.822651121875,0.820228,0.7320876429290296,0.7474402730375427
3,0.4913006598472595,0.5245708999633789,0.7385125,0.729,0.8373397309374999,0.8406480000000001,0.7428297456449848,0.7641427328111401
4,0.4793028533220291,0.5202284474372864,0.74375,0.727,0.844655585625,0.8372599999999999,0.745417515274949,0.7581930912311781
5,0.4711303522109985,0.4923122520446777,0.7493375,0.747,0.85029597125,0.85783,0.7508170239204722,0.7714543812104788
6,0.46705119922161104,0.49303102016448974,0.749725,0.743,0.8519729609375001,0.8582759999999998,0.7515634306134604,0.7690925426774483
7,0.46287419798374174,0.5080272600650787,0.7520125,0.739,0.8546666440625,0.858932,0.7542518797458162,0.7716535433070866
8,0.4603239971637726,0.4783922955989838,0.75185,0.76,0.855677715625,0.86285,0.7531705376237131,0.7794117647058824
9,0.4564027654886246,0.4868484482765198,0.7564375,0.755,0.8585521028124999,0.8675099999999999,0.7579051997266572,0.7814451382694023
10,0.45631560571193697,0.5015275225639343,0.75705,0.741,0.859094675625,0.8731720000000001,0.7561049065127369,0.7769164513350559
11,0.4516585000991821,0.5028525719642639,0.7598375,0.744,0.8621788278125,0.8680079999999999,0.759485747906313,0.7770034843205574
12,0.452382374048233,0.4882562222480774,0.758525,0.745,0.86118591375,0.8705680000000001,0.7590731086777581,0.7761194029850746
13,0.4538596903085709,0.4511341631412506,0.7571125,0.779,0.859766750625,0.8797659999999998,0.7584981170534061,0.7928772258669166
14,0.4488011285305023,0.47148560905456544,0.761475,0.758,0.863961685,0.8721780000000001,0.761671620912747,0.7823741007194245
15,0.4499978487253189,0.4604194836616516,0.7601625,0.761,0.8627031253125,0.880058,0.760111523698786,0.7833182230281052
16,0.44639498488903046,0.5157382097244263,0.76345,0.74,0.8652372159374999,0.87163,0.764151648844687,0.7777777777777778
17,0.4484815148830414,0.4696912474632263,0.762175,0.765,0.8640656546875001,0.8763479999999999,0.7613396889111892,0.7877145438121048
18,0.4497211975574493,0.45329771852493284,0.7584125,0.785,0.8623741871875,0.8837919999999999,0.7568594396708979,0.8022079116835327
19,0.4485597934484482,0.47699887442588806,0.761575,0.753,0.8636694484375,0.88144,0.7618548205858117,0.7816091954022989
20,0.44760877618789674,0.4714660527706146,0.7611,0.758,0.8638018140625,0.8793379999999998,0.7633481921743437,0.7843137254901961
21,0.44918669409751893,0.46866960668563845,0.7607125,0.757,0.8630239806250001,0.88078,0.7611811819304615,0.784
22,0.4497646863460541,0.4619074959754944,0.7617125,0.763,0.86305382875,0.88482,0.76207236554711,0.7874439461883408
23,0.44886143043041227,0.46083682918548585,0.759075,0.787,0.86266108875,0.8782099999999999,0.7597237458861075,0.8033240997229917
24,0.44891432583332064,0.4817406315803528,0.7602625,0.75,0.8632846015625,0.8854119999999999,0.7607798136529754,0.7833622183708839
25,0.4496721284389496,0.4955011248588562,0.7588125,0.739,0.862306039375,0.882498,0.7585136606550607,0.7778723404255319
26,0.4481533182144165,0.47801983666419984,0.759875,0.763,0.8633823484375001,0.8715379999999999,0.7601208761019954,0.7874439461883408
27,0.4472330586194992,0.4405223104953766,0.76065,0.788,0.8644529912500001,0.8882140000000001,0.7600621522730691,0.8014981273408239
28,0.4445288049697876,0.48956915497779846,0.763975,0.752,0.8660383812499999,0.87402,0.7641754508667633,0.7824561403508772
29,0.44550546414852144,0.4673952956199646,0.76215,0.761,0.8655764971875,0.8818440000000001,0.7614941087991978,0.7875555555555556
30,0.4469694116353989,0.46819149112701414,0.762575,0.759,0.86474640875,0.881196,0.7617470710719751,0.7850133809099019
31,0.4488198912382126,0.5007200860977172,0.76045,0.743,0.863545195625,0.878224,0.7604080714124972,0.779777206512425
32,0.44666769914627075,0.48359598207473753,0.7621,0.748,0.8647664506249999,0.8835259999999999,0.7620583602130373,0.7820069204152249
33,0.4438188145875931,0.4854774131774902,0.7634625,0.745,0.8664155465625001,0.8783340000000001,0.7638904485619814,0.7796024200518582
34,0.4494876515626907,0.46869072580337523,0.7591,0.767,0.8628193178125001,0.878364,0.7588166095161815,0.7895212285456188
35,0.4491018048763275,0.4584505352973938,0.76,0.766,0.86331370125,0.879952,0.7595190380761523,0.7872727272727272
36,0.44543943371772765,0.47583497190475466,0.762825,0.756,0.8659008365624999,0.88273,0.7618067237440056,0.7848324514991182
37,0.44651632771492006,0.47628427457809447,0.761775,0.758,0.8648557865625,0.880242,0.7614589330863394,0.7869718309859155
38,0.45027289147377014,0.4891486933231354,0.759975,0.75,0.8625990831249999,0.876864,0.7595662626464991,0.7822299651567944
39,0.4488488854646683,0.45255021286010744,0.7593625,0.773,0.863011626875,0.884444,0.7594015972404484,0.7938237965485921
40,0.44450783002376554,0.4660625343322754,0.76255,0.757,0.86595575125,0.8774939999999999,0.7627872127872128,0.7812781278127813
41,0.4481565935373306,0.47127338576316835,0.7609,0.758,0.8640456065625,0.8784979999999999,0.7613236505203265,0.7839285714285714
42,0.4494859257698059,0.4522326202392578,0.7594875,0.768,0.8626530753124999,0.884782,0.7596707510523226,0.7894736842105263
43,0.445662827038765,0.448478440284729,0.763275,0.776,0.86565715,0.8851900000000001,0.7633519106290455,0.7944954128440367
44,0.4457959092378616,0.46855243730545043,0.7624125,0.766,0.865137235625,0.878822,0.762563865535721,0.7903225806451613
45,0.44643460891246795,0.4759360694885254,0.7604125,0.755,0.8644265290625,0.8764879999999999,0.7612867871420921,0.782608695652174
46,0.45072051963806153,0.48005871629714963,0.7601,0.76,0.862412714375,0.87225,0.7605489706799751,0.7845601436265709
47,0.44456606919765473,0.460869092464447,0.7622,0.768,0.8659908725000001,0.8841519999999998,0.7632181619038136,0.7928571428571428