epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.2992559493115094,0.20876842200756074,0.8865487674169347,0.919,0.9521798566667701,0.980348,0.8863599763809115,0.9218900675024108
2,0.12608231064590994,0.1582107105255127,0.9475884244372991,0.937,0.9902657514914032,0.9894020000000001,0.947512477861858,0.938894277400582
3,0.10436653757401984,0.12591355288028716,0.9578510182207931,0.954,0.9932662259373755,0.9909999999999999,0.9578927644082769,0.9536290322580645
4,0.09696241902289283,0.11985185146331787,0.9608788853161844,0.952,0.9942321571553459,0.991154,0.9608285039708092,0.9524752475247524
5,0.0849455009031909,0.1156887508481741,0.9664790996784566,0.957,0.9955087571468451,0.9942759999999999,0.9664764048556957,0.9579667644183774
6,0.07620173852255874,0.09895226681232452,0.970016077170418,0.966,0.996354714131942,0.99409,0.9699975869372872,0.9657258064516129
7,0.07403722440290873,0.12703941571712493,0.9697481243301179,0.949,0.9965995118835506,0.995868,0.9697278455557046,0.9511025886864813
8,0.06730379444993194,0.10513309073448181,0.9730171489817792,0.956,0.9971600100633093,0.9936699999999999,0.9730294346091009,0.9566929133858267
9,0.06610564867879033,0.07069086188450456,0.9747320471596999,0.975,0.9972713986046924,0.997084,0.9747476099938409,0.9747729566094854
10,0.0625152113479098,0.12434254777431487,0.9758574490889603,0.957,0.9974816941971697,0.9933960000000001,0.9758386742109356,0.9577187807276303
11,0.06051965755473379,0.09611465513706208,0.9763933547695606,0.971,0.9976965044934514,0.9939479999999999,0.9763851287962044,0.971201588877855
12,0.05805372083829147,0.07930001637339593,0.9771436227224009,0.969,0.9978529768900009,0.9960419999999999,0.9771466845277964,0.9690927218344965
13,0.05441189735672673,0.07749747556447983,0.980064308681672,0.971,0.9981060429827373,0.9961779999999999,0.9800696490758103,0.971028971028971
14,0.05495417037098354,0.0988565045595169,0.9785369774919614,0.967,0.9980853563341985,0.9964459999999999,0.9785248934287782,0.967551622418879
15,0.05151973974642455,0.06946688985824585,0.9796891747052519,0.974,0.99831483798187,0.9978020000000001,0.9796859087741866,0.9743589743589743
16,0.05302145266456236,0.09198650085926056,0.980117899249732,0.972,0.9982026036515108,0.996364,0.9801104379992495,0.9715447154471545
17,0.05111499030286764,0.1082226443439722,0.9811897106109325,0.973,0.9983336621714921,0.99519,0.9811866859623734,0.972972972972973
18,0.05241213196535202,0.1071859257221222,0.9806002143622723,0.965,0.9982049974209898,0.995126,0.9806002143622723,0.9656526005888125
19,0.04990142801734604,0.07836620014905929,0.9808949624866024,0.97,0.9983857636340034,0.9972000000000001,0.9808964981378775,0.9703557312252964
20,0.046595271926528965,0.0676819824874401,0.9821811361200429,0.972,0.9986023229472171,0.99761,0.9821816135687682,0.9722222222222222
21,0.04662280432951795,0.07094095158576966,0.9825562700964631,0.973,0.9985773829422313,0.997676,0.982560475769509,0.972972972972973
22,0.04306263393120559,0.0786460086107254,0.9832797427652733,0.972,0.9988035704644169,0.997056,0.9832878033103005,0.9719438877755511
23,0.044755603147856295,0.11225838279724121,0.9831189710610932,0.959,0.9987064081223314,0.995554,0.9831253013339047,0.9601554907677357
24,0.043202851166487505,0.08695128572359681,0.9837084673097535,0.966,0.998731348127317,0.996696,0.9837145765254192,0.9661354581673307
25,0.044267977352502645,0.07391600479185581,0.9836012861736334,0.976,0.9986831194880118,0.9976659999999999,0.9836091917081793,0.9762376237623762
26,0.039225034822688895,0.09814529120922089,0.984914255091104,0.968,0.9989991846536832,0.9954779999999999,0.9849162759544541,0.9678714859437751
27,0.029010193963861543,0.07500301361083984,0.9891747052518757,0.975,0.9994347056654364,0.997734,0.9891747052518757,0.9749247743229689
28,0.02800916622713256,0.07024864779412747,0.989871382636656,0.977,0.9994683189563568,0.99807,0.9898757231626313,0.9769307923771314
29,0.025017252657861956,0.06947895266115665,0.9904876741693462,0.975,0.9995947076872884,0.998088,0.9904925145290447,0.9749247743229689
30,0.02682399880739941,0.06291172051429748,0.9898177920685959,0.977,0.999542028963031,0.998342,0.9898188832922517,0.977022977022977
31,0.0245672710880733,0.07222659438848496,0.9910503751339764,0.976,0.999612209344403,0.998126,0.9910522931847406,0.9760479041916168
32,0.022775541941584404,0.06732542610354722,0.9907824222936763,0.978,0.9996702040462314,0.9983400000000001,0.9907878528198811,0.9777327935222672
33,0.02264225509532778,0.0671888653114438,0.9913719185423365,0.977,0.9996683013800289,0.9982840000000001,0.991372380901345,0.9767911200807265
34,0.022598851041514965,0.06741214002668858,0.9916666666666667,0.981,0.9996392731556631,0.997224,0.99166956847829,0.981018981018981
35,0.02185062739003893,0.062260420559905466,0.9919078242229368,0.982,0.9996926023763655,0.998424,0.99190652302085,0.9818913480885312
36,0.021898518254758845,0.08399707531929015,0.9919346195069668,0.978,0.9996654480987122,0.9980199999999999,0.9919322415502961,0.9776422764227642
37,0.022006946835079953,0.06288080751895904,0.9920150053590568,0.979,0.999680801537986,0.998356,0.9920154332565243,0.9789368104312939
38,0.02184967446467357,0.07284429347515106,0.9915862808145767,0.974,0.9996958534226165,0.998204,0.9915894359029302,0.9738955823293173
39,0.02177039008928984,0.06998497086763382,0.9914255091103966,0.977,0.9996905877041525,0.998366,0.9914273467638234,0.9767911200807265
40,0.019916062515791973,0.06419473651051522,0.992658092175777,0.977,0.9997414197652124,0.998528,0.9926576986976794,0.9767911200807265
41,0.02011498119382613,0.07022419507056475,0.9926045016077171,0.978,0.9997390346115803,0.998282,0.9926072748700916,0.9779116465863453
42,0.021137025901430864,0.06808076894283295,0.9916398713826367,0.978,0.9997082760379509,0.99831,0.9916291049581455,0.9779116465863453
43,0.018708350665424128,0.06744997225701808,0.9931939978563773,0.98,0.9997793984185901,0.9983439999999999,0.9931918087273507,0.9799196787148594
44,0.018468665781691432,0.06981276272237301,0.9930600214362272,0.98,0.9997648376372361,0.998352,0.9930628096959957,0.9798387096774194
45,0.01840671534108004,0.06784664452075959,0.9929796355841372,0.98,0.9997877586620852,0.9983979999999999,0.992978883052846,0.9798792756539235
46,0.01743951269284705,0.07026282000541687,0.9936227224008575,0.981,0.9997826911081014,0.998418,0.9936220388037303,0.9808274470232089
47,0.019610805441760172,0.06931583965010941,0.9930868167202572,0.98,0.999745398850531,0.998354,0.9930894091176943,0.9798792756539235
48,0.017864001673194085,0.06890859639644623,0.9933011789924974,0.979,0.9998022016935308,0.998378,0.993299383543286,0.978894472361809
49,0.018858803294215746,0.06938542400300503,0.9928992497320471,0.981,0.9997645734179295,0.9983660000000001,0.9928971561821545,0.9808660624370594
50,0.016824277843142055,0.06828806474804879,0.9933815648445874,0.981,0.9998234024209381,0.9983879999999999,0.9933789036322209,0.9808660624370594
51,0.017368377836187554,0.07072594451904297,0.9936763129689175,0.982,0.999803878911738,0.998382,0.9936773294754326,0.9818548387096774
52,0.01653399652549907,0.07108432674780488,0.9936763129689175,0.981,0.9998266003361329,0.998364,0.993675635116304,0.9808660624370594
53,0.018573750247669756,0.0684389100074768,0.9928992497320471,0.981,0.9997809679387104,0.99839,0.9929002009377094,0.9808660624370594
54,0.01766859353534949,0.06880642592906952,0.9936495176848874,0.981,0.9997677584093538,0.99842,0.9936503683858005,0.9808660624370594
55,0.016026736973182947,0.07103883915767073,0.9938638799571275,0.982,0.9998384629214154,0.998364,0.9938630577515745,0.9818913480885312