ep,train_loss,val_loss,acc,bal_acc,auroc
0,1.0122317238602527,0.4924391337803432,0.8940092165898618,0.8983724980113086,0.954174101863995
1,0.44365299475747483,0.43161256717784063,0.8732718894009217,0.8822802227334294,0.9700836325328402
2,0.37282477787067725,0.45042490533420015,0.8986175115207373,0.9040698299400167,0.9720615741835615
3,0.30447174764649815,0.33199541696480345,0.9377880184331797,0.9377915851482381,0.9802420828585556
4,0.32553243706392687,0.26439545835767475,0.9447004608294931,0.9460795906520758,0.9914432524240535
5,0.29388829459284627,0.32404773575919016,0.9354838709677419,0.9367488659084557,0.9732225399350719
6,0.27807475262603093,0.2858377279979842,0.9331797235023042,0.932610237997979,0.9774256659428547
7,0.266617167307887,0.2572517384375845,0.9493087557603687,0.9455851052393954,0.9872723754649237
8,0.2764680642028188,0.26349065027066637,0.9377880184331797,0.9398555242620342,0.9874551200739579
9,0.29182633168475575,0.32886658662131857,0.9147465437788018,0.9206565906305764,0.9868423881495496
10,0.25840011862821355,0.2659830387149538,0.9470046082949308,0.9491862490056544,0.9849719433276718
11,0.2319969564329746,0.253871636731284,0.9354838709677419,0.9398447745791499,0.9913572549609787
12,0.20898514552864916,0.24498708652598516,0.9470046082949308,0.9502182185625524,0.9910240147915637
13,0.22045121636501577,0.22926962801388331,0.967741935483871,0.9657945090619826,0.9875626169028013
14,0.21889456430839938,0.2596101963094303,0.9331797235023042,0.9372541010040204,0.98625115559091
15,0.21666753309410672,0.23420019447803497,0.9493087557603687,0.9512609378023349,0.9922709780061488
16,0.2260661984598914,0.27982968730585916,0.9516129032258065,0.949723733149872,0.9900565433319717
17,0.21710412013669347,0.25405879425151007,0.9423963133640553,0.9440049018553953,0.986885386881087
18,0.1959476302876029,0.2279940460409437,0.9539170506912442,0.9554103153956959,0.9907230236708017
19,0.19233629904514135,0.27563141392810003,0.9423963133640553,0.9455528561907424,0.9856061746178487
20,0.20422327102616775,0.2118369553770338,0.9631336405529954,0.9631930858039688,0.9906692752563799
21,0.18608937863000605,0.25827723635094507,0.9423963133640553,0.9455528561907424,0.9926472169071012
22,0.20283338271601256,0.24178001603909902,0.9608294930875576,0.9621503665641864,0.9898307999914002
23,0.18826058489638706,0.19014334731868335,0.9723502304147466,0.9745877496613851,0.9973340786446799
24,0.1906312470172727,0.2679326587489673,0.9423963133640553,0.9455528561907424,0.9891858190183389
25,0.1816060279690942,0.2489799867783274,0.9470046082949308,0.9497022337841035,0.9890138240921893
26,0.1884410171661266,0.2819331298981394,0.9400921658986175,0.9434781673940619,0.9868316384666652
27,0.1642229888848094,0.20511668494769505,0.9700460829493087,0.9704491217509084,0.9919162384709651
28,0.17830512222162512,0.23056112762008393,0.9539170506912442,0.956442284952594,0.9899275471373594
29,0.18004302957723306,0.2196997409420354,0.9539170506912442,0.9569582697310429,0.9930987035882441
30,0.17556059187234835,0.20142766247902597,0.956221198156682,0.9580009889708254,0.9949476490443532
31,0.17149960613527962,0.2098711021244526,0.9516129032258065,0.9538516113774644,0.9941521725109109
32,0.16976209573967513,0.2274176888167858,0.9539170506912442,0.956442284952594,0.9929912067594006
33,0.17312456702077111,0.19942056653755053,0.967741935483871,0.9678584481757788,0.9914432524240535
34,0.16730417345845422,0.2506533776010786,0.9400921658986175,0.9434781673940619,0.9838647259905833
35,0.15759031058743941,0.24424890588436807,0.9447004608294931,0.9476275449874229,0.9866918925891687
36,0.1589681228059669,0.23537745912160193,0.9423963133640553,0.9465848257476404,0.9929697073936319
37,0.14928104745787243,0.22883983648249082,0.956221198156682,0.9580009889708254,0.9902392879410057
38,0.1626813658621422,0.2362861851496356,0.9447004608294931,0.9481435297658719,0.9939694279018769
39,0.1572985935869605,0.21825813608510153,0.9539170506912442,0.9554103153956959,0.9914647517898222
40,0.15682723858328754,0.24177830666303635,0.9447004608294931,0.9481435297658719,0.9913142562294412
41,0.1602396469476611,0.22772617425237382,0.9470046082949308,0.9507342033410013,0.9953453873110744
42,0.16645188205117403,0.22329686688525335,0.9516129032258065,0.9543675961559135,0.9935501902693871
43,0.14558827080005823,0.207054218011243,0.956221198156682,0.9590329585277234,0.9951411433362716
44,0.15369610748318738,0.2135498427918979,0.9585253456221198,0.9611076473244039,0.9944961623632103
45,0.1508981996150904,0.2024767750075885,0.9608294930875576,0.9621503665641864,0.9942381699739857
46,0.154842427736798,0.20026897532599314,0.9631336405529954,0.9657730096962139,0.9955818803345301
47,0.15014835152515146,0.19663779703634127,0.956221198156682,0.9580009889708254,0.9959043708210608
48,0.14813176230635755,0.1984272077679634,0.9585253456221198,0.9600756777675059,0.9949476490443532
49,0.15104010034092638,0.2032962441444397,0.9608294930875576,0.9626663513426355,0.9942919183884076
50,0.15367548557561497,0.20501766886029923,0.9516129032258065,0.9543675961559135,0.9943241674370606
51,0.15003604303265727,0.20403436145612172,0.9539170506912442,0.956442284952594,0.9964311052823942
52,0.14465397587695786,0.20439873210021428,0.9585253456221198,0.960591662545955,0.9961193644787478
53,0.1493385078082251,0.19997029645102365,0.956221198156682,0.9585169737492745,0.9963451078193193
54,0.1492887165310771,0.1965977805001395,0.9585253456221198,0.960591662545955,0.9961946122589384
55,0.1457534644666106,0.20199622000966752,0.956221198156682,0.9585169737492745,0.9949261496785845
56,0.14125936253126278,0.19506877022130148,0.9585253456221198,0.960591662545955,0.9962268613075914
57,0.1442999293984369,0.19502736681274005,0.9585253456221198,0.960591662545955,0.9958828714552921
58,0.14583239158572153,0.20143701987607138,0.956221198156682,0.9580009889708254,0.9959581192354826
59,0.1486257526936919,0.18781713396310806,0.9654377880184332,0.9668157289359964,0.9965601014770065