training_metrics.csv

epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.10798837570995093,0.09010227912664413,0.954025,0.972,0.9929075984375,0.9929859999999999,0.9540043019358712,0.97165991902834
2,0.042740802178531885,0.07309830132126809,0.9839,0.979,0.9987900865624999,0.996278,0.9838923488657112,0.9791459781529295
3,0.03736422719331458,0.08088744592666626,0.98605,0.977,0.9990883212499999,0.9971420000000001,0.9860475583227065,0.9765545361875637
4,0.031445382407307626,0.06702198004722595,0.988775,0.981,0.9993200359375,0.9964759999999999,0.9887769640312946,0.9809428284854563
5,0.029442208993434905,0.055267649300396446,0.9891375,0.981,0.9994107199999999,0.997692,0.989137092640974,0.9807106598984772
6,0.02665290692364797,0.05552562449872494,0.990275,0.984,0.999479194375,0.9978819999999999,0.9902728113825611,0.9840637450199203
7,0.025340226410888136,0.043667247161269185,0.990825,0.989,0.9995652528125001,0.998548,0.9908243118233867,0.9889669007021064
8,0.021659171734843403,0.039505670540034774,0.992475,0.989,0.99965359375,0.9987620000000001,0.9924736828945065,0.989010989010989
9,0.022155808792542666,0.040040351629257204,0.99185,0.987,0.9996468421875001,0.998988,0.9918493887041528,0.986986986986987
10,0.02078754246989265,0.04711119082570076,0.992525,0.991,0.9997174781249999,0.997786,0.9925238785817873,0.991008991008991
11,0.020028623654227702,0.05124502909183502,0.99295,0.985,0.9996989428125,0.9992679999999999,0.9929521143656903,0.9848637739656912
12,0.019389631307590752,0.0641257296798285,0.9932375,0.983,0.9997214621874999,0.99925,0.9932358935247121,0.9827760891590679
13,0.0183290070328163,0.04916523337364197,0.993175,0.983,0.99977097125,0.999062,0.9931736347269454,0.9828801611278952
14,0.01823735476695001,0.03894927578791976,0.9934,0.987,0.9997478315624999,0.999462,0.9933988447978396,0.9868819374369324
15,0.017152456699078902,0.042857447385780685,0.993825,0.989,0.9997958690625,0.998674,0.9938239191858576,0.9889224572004028
16,0.016361330639384688,0.06194833648201893,0.99425,0.987,0.9997978609375001,0.9982260000000001,0.9942479867953784,0.9869346733668342
17,0.015681145227723754,0.057689293384552004,0.9943625,0.987,0.999789415,0.99841,0.994362288585822,0.9869346733668342
18,0.01705081268893555,0.0414496591091156,0.99375,0.989,0.99978955875,0.9993879999999999,0.9937496874843742,0.988988988988989
19,0.01491721704704687,0.0745546329030767,0.99475,0.984,0.9998477118749999,0.998158,0.994748687171793,0.9839034205231388
20,0.015179798017442226,0.03761006385087967,0.9943,0.989,0.9998493468749999,0.9985780000000001,0.9942988597719544,0.9889669007021064
21,0.014822614967275877,0.041847103416977914,0.99455,0.991,0.999834711875,0.99845,0.9945497274863743,0.9910269192422732
22,0.014412017420236952,0.054800997838377954,0.9947375,0.992,0.9998552996874999,0.99844,0.9947359865961464,0.9919839679358717
23,0.014652514971233904,0.04830685090925545,0.9944625,0.986,0.999846668125,0.99832,0.9944617384890423,0.9860279441117764
24,0.014829112804029137,0.041994821194559336,0.9945375,0.99,0.9998263975000001,0.998262,0.994537295148568,0.9900199600798403
25,0.012878181237366516,0.04241682741045952,0.9953,0.991,0.9998711043749999,0.999512,0.9952991773560373,0.9909547738693467
26,0.01258980078313034,0.054152973592747004,0.9953125,0.986,0.9998755678125,0.998662,0.9953124414055176,0.986
27,0.009981016512203495,0.044330852621234956,0.9964875,0.989,0.9999269196875,0.998672,0.9964882462476724,0.989010989010989
28,0.008454133721417748,0.045523410141468046,0.9969125,0.989,0.9999383771875001,0.9986900000000001,0.9969130787977254,0.989010989010989
29,0.00821750881720218,0.041537854701280595,0.9969375,0.988,0.9999420071874999,0.998758,0.9969373085817863,0.988
30,0.006680736503447406,0.05088684231043044,0.997575,0.988,0.9999701512500001,0.998734,0.9975746968371046,0.988
31,0.007769450540636899,0.03745693415406277,0.9971375,0.989,0.9999571384375,0.9987860000000001,0.9971371779325174,0.989010989010989
32,0.006764631182877929,0.044538244664436205,0.9975375,0.989,0.9999566190625001,0.99878,0.9975374692183653,0.989010989010989
33,0.007446644455677597,0.04238929051160813,0.9974,0.989,0.999961044375,0.9987539999999999,0.997399804985374,0.988988988988989
34,0.006314279926108429,0.04194508492923342,0.9977625,0.989,0.9999731403125,0.998776,0.9977621363471564,0.989010989010989
35,0.006729905375716044,0.040573714732192456,0.997575,0.989,0.9999689456250003,0.998742,0.9975748787439372,0.989010989010989
36,0.006414016750804149,0.045367403983953405,0.9977625,0.991,0.999971625625,0.9987140000000001,0.9977623601475092,0.9909729187562688
37,0.0070534843679866755,0.0457553371489048,0.9974,0.987,0.9999670371874999,0.998684,0.997399804985374,0.986986986986987
38,0.006678943935112329,0.04491603290848434,0.9975,0.988,0.9999701271875001,0.9987199999999999,0.9975003124609424,0.9879759519038076
39,0.005572025481940364,0.04491004094481468,0.9981625,0.989,0.9999658612499999,0.9987320000000001,0.9981623392046804,0.988988988988989
40,0.00644267739423085,0.04509627190232277,0.9978125,0.989,0.9999729140624999,0.998748,0.9978126913895035,0.9889669007021064
41,0.005734371777321212,0.04552145156264305,0.9979625,0.991,0.99997802125,0.998766,0.9979625254684317,0.9909729187562688
42,0.00561041925692989,0.0437030371571891,0.9978,0.99,0.9999807906249999,0.9987720000000001,0.997799834987624,0.9899799599198397
43,0.00532687353794463,0.045798129618171514,0.9979125,0.99,0.9999817959374999,0.998764,0.997912734817333,0.9899799599198397
44,0.005438867757236585,0.04591838753176853,0.9981125,0.99,0.9999803937499999,0.9987539999999999,0.9981121460273802,0.9899799599198397
45,0.0060778560576960445,0.04642089152336121,0.9978625,0.99,0.9999753121874999,0.99876,0.9978623663978998,0.9899799599198397
46,0.005906986692087958,0.04493779970705509,0.99775,0.99,0.9999775515625,0.9987619999999999,0.9977497187148393,0.9899799599198397
47,0.005511417602628353,0.045320934250950816,0.99795,0.99,0.9999797084375,0.9987699999999999,0.9979495386461954,0.9899799599198397
48,0.006017905640337267,0.04650608791457489,0.9977125,0.99,0.9999772409374998,0.998774,0.9977125285933925,0.9899799599198397
49,0.006076904775979347,0.04447648876535823,0.99785,0.989,0.999973925625,0.9987659999999999,0.9978497849784979,0.988988988988989
50,0.00582202452335041,0.04353699576854706,0.9977875,0.989,0.9999791862499999,0.9987699999999999,0.997787306389309,0.988988988988989
51,0.005543826247214747,0.04458132416056469,0.9979125,0.989,0.9999798696875,0.99877,0.9979125782783146,0.988988988988989