epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1
1,0.39406438297397456,0.30967724466323854,0.8119506966773847,0.883,0.9021351849362829,0.947124,0.8120816151662829,0.8856304985337243
2,0.2783465830938609,0.24083940017223357,0.8846998928188639,0.912,0.9536398435247315,0.967508,0.8848202575015391,0.9130434782608695
3,0.24295240048426908,0.1975165433883667,0.9001607717041801,0.925,0.9650607876722164,0.9773620000000001,0.9005445227418322,0.9243188698284561
4,0.22152019457418434,0.17210017502307892,0.9086548767416934,0.941,0.9707331784204051,0.9831819999999999,0.9093857154248957,0.9410589410589411
5,0.21051033261887897,0.1669507473707199,0.9141211146838156,0.941,0.9736442864298112,0.983374,0.9145948250592907,0.9409409409409409
6,0.20211252579735023,0.23546808004379272,0.917390139335477,0.902,0.9756541366404401,0.9823900000000001,0.9178239198230136,0.8939393939393939
7,0.1977877958602844,0.17286472463607788,0.9172561629153269,0.936,0.9764503715727597,0.982182,0.9176049949303592,0.9362549800796812
8,0.19182130454820837,0.1616690858602524,0.9219185423365488,0.945,0.9779668712068734,0.9861479999999999,0.9222186632500534,0.9461312438785504
9,0.18458798654209763,0.15048964536190032,0.9236066452304394,0.947,0.9795814493347993,0.9855,0.9238738618461456,0.9467336683417086
10,0.1804757346485972,0.15735127460956574,0.9277063236870311,0.943,0.9805705758487471,0.9875,0.9281070134299723,0.944390243902439
11,0.174970544381157,0.16625032794475555,0.9272775991425509,0.935,0.9815974067449447,0.9862339999999999,0.9275261696218756,0.9370764762826719
12,0.1679250143156941,0.18747665095329286,0.9303858520900321,0.927,0.9830934767699533,0.987358,0.9305570405217577,0.9305423406279734
13,0.1679719099469507,0.16019233658909798,0.9329046087888532,0.934,0.9830712249092176,0.988834,0.9331803383679351,0.9365384615384615
14,0.17004970526292776,0.13337442487478257,0.9317256162915327,0.959,0.9825940347896414,0.988056,0.9319880418535127,0.9585439838220424
15,0.16386712564341124,0.14305811965465545,0.9334405144694534,0.948,0.9838851682789789,0.98735,0.9337882503465188,0.9485148514851485
16,0.16205565448359277,0.13022195386886598,0.935155412647374,0.952,0.9841875328120172,0.9886560000000001,0.9353425243133483,0.9517102615694165
17,0.1587141693979981,0.13197590458393096,0.9361468381564845,0.949,0.9848618578178473,0.988916,0.9362987516373066,0.949050949050949
18,0.1588331476476798,0.14500804382562638,0.9355305466237942,0.95,0.9848195611891706,0.98834,0.9356856455493183,0.9486652977412731
19,0.16269984245300292,0.15740674138069152,0.9339496248660236,0.941,0.9840264365776018,0.9863760000000001,0.9341595662277304,0.9389865563598759
20,0.15458016901537536,0.20542772483825683,0.9381028938906752,0.92,0.9856254070987687,0.988002,0.9381989405532666,0.9246704331450094
21,0.15483538533330346,0.13105259919166565,0.9371650589496249,0.955,0.9855210404726538,0.9893300000000002,0.9373212519712399,0.9543147208121827
22,0.15172090993241866,0.1596056411266327,0.9382368703108253,0.943,0.9860988148615318,0.987256,0.9384397617712256,0.9410548086866598
23,0.14418793938263436,0.11783916985988617,0.940139335476956,0.959,0.9875571072695921,0.9904660000000001,0.9402066270542262,0.958876629889669
24,0.1409499340070789,0.12353125,0.9426312968917471,0.96,0.9882072289253512,0.990694,0.9426666309616261,0.9603174603174603
25,0.13978162395417498,0.11548990064859391,0.9438102893890675,0.963,0.9883076552374584,0.9907360000000001,0.9439259833676498,0.9627391742195368
26,0.1399573097945793,0.11463691753149033,0.9422293676312969,0.964,0.9882258606943914,0.9910159999999999,0.9423868312757202,0.963855421686747
27,0.13632281268332933,0.11803231108188629,0.9445337620578779,0.962,0.9889760123332977,0.99109,0.9445664399335868,0.9623015873015873
28,0.13981779514305845,0.11628436058759689,0.9432743837084673,0.96,0.9883106750918162,0.990648,0.9434728044645003,0.9598393574297188
29,0.13474436305535184,0.11574066513776779,0.9453108252947481,0.961,0.9891424561367231,0.99097,0.945475916971656,0.960960960960961
30,0.14031394606042905,0.1175659163594246,0.9426580921757771,0.961,0.9881710897552984,0.990878,0.9427960438385459,0.960960960960961
31,0.13882448859153454,0.11798767578601838,0.9440782422293676,0.962,0.9884348337543611,0.9908580000000001,0.9441336295741093,0.9620758483033932
32,0.13719890784124852,0.11870807456970214,0.9442390139335477,0.964,0.988699264149231,0.990632,0.9443568009839836,0.9640718562874252
33,0.13777185436517864,0.1170931725203991,0.9444533762057877,0.965,0.9885876415440057,0.9908459999999999,0.9446358464866598,0.964964964964965
34,0.13609545189180558,0.11582102406024933,0.9447481243301179,0.964,0.9889186006371131,0.990866,0.9448338594895394,0.9639278557114228
35,0.13509171652065596,0.11502856582403183,0.9462218649517685,0.964,0.9890546678361243,0.990958,0.9463153671258526,0.9639278557114228
36,0.13462405565083985,0.1144036784172058,0.9460878885316184,0.962,0.9892124670731048,0.990938,0.946252070310413,0.9618473895582329
37,0.13598650972751175,0.11468323397636414,0.945096463022508,0.964,0.9889324060958841,0.9910619999999999,0.9451713895801558,0.9639278557114228
38,0.13258437226822906,0.1132670773267746,0.9456591639871382,0.963,0.9895072554047207,0.991088,0.9458304396602383,0.9628140703517588
39,0.1369362009491568,0.11351045906543732,0.9444801714898178,0.963,0.9887224738049533,0.991054,0.9445663224356573,0.9628140703517588
40,0.13636548722767752,0.11542686784267425,0.9438638799571275,0.964,0.9888255825174127,0.9910500000000001,0.9440572511949584,0.9639278557114228
41,0.13644588378847988,0.11456600147485733,0.9432475884244373,0.964,0.9888207849266333,0.991044,0.9433901748008767,0.9639278557114228
42,0.13327224156864204,0.11468107551336289,0.947561629153269,0.963,0.9894254407580108,0.9910260000000001,0.9476668003743816,0.9628886659979939
43,0.1342858040160305,0.1146656848192215,0.945230439442658,0.962,0.989198454834007,0.9910140000000001,0.9453242028675369,0.9618473895582329
44,0.13718295455745563,0.11434072947502136,0.9456859592711683,0.961,0.9887185550305634,0.9910059999999999,0.9458354487881784,0.9608040201005025
45,0.13627502899077928,0.11394461762905121,0.9445873526259378,0.963,0.988846104028885,0.99102,0.9447797062750334,0.9628140703517588
46,0.1344802839867172,0.11397573566436768,0.9453108252947481,0.962,0.9891547408985066,0.990968,0.945420510763471,0.9617706237424547
47,0.13485599664246536,0.11743832358717918,0.9458199356913183,0.964,0.9891076035998158,0.990906,0.9459069020866774,0.9640718562874252
48,0.1350673332666661,0.11650900137424469,0.944935691318328,0.964,0.9890618821719745,0.990918,0.9450196644995585,0.964
49,0.13394500376998036,0.11438276672363282,0.9464898177920686,0.962,0.9892910967283906,0.9908759999999999,0.9466655983761985,0.9618473895582329
50,0.13743476191613452,0.11432716751098633,0.9446677384780279,0.962,0.988678690942677,0.990904,0.9447255012179127,0.9618473895582329
51,0.13506957290161078,0.1145855330824852,0.9454180064308682,0.963,0.9890576891264566,0.9910200000000001,0.945472066814787,0.9628886659979939
52,0.1340069873635792,0.11472166249155999,0.9459003215434083,0.963,0.9892571617791839,0.991032,0.946005936940069,0.9628886659979939
53,0.13298188028228244,0.11499538087844849,0.9461950696677385,0.964,0.9894342475895733,0.9910019999999999,0.9463560589869631,0.9639278557114228
54,0.1340164689293245,0.11516246861219406,0.9451768488745981,0.964,0.9892588361254422,0.9910100000000001,0.9453992314261315,0.9639278557114228
55,0.1329837075192062,0.11340930593013764,0.9458467309753483,0.962,0.9894510370033395,0.9909739999999999,0.9459697901350087,0.9617706237424547
56,0.13238029888205205,0.11445659267902374,0.9463290460878885,0.963,0.9895197627425505,0.9910399999999999,0.9463994219807862,0.9628886659979939
57,0.13438694683110217,0.11383597815036774,0.9455787781350482,0.963,0.9892043480733244,0.9910500000000001,0.9456268572805397,0.9628886659979939
58,0.13636572525815566,0.11421866309642792,0.9444533762057877,0.964,0.9888375298251901,0.991052,0.9444459332708026,0.9639278557114228