| epoch,train_loss,val_loss,train_accuracy,val_accuracy,train_auc,val_auc,train_f1,val_f1 |
| 1,0.47789091172218323,0.5835992503166199,0.788825,0.693,0.876186545625,0.764796,0.7973174009021979,0.7056567593480345 |
| 2,0.3738289271116257,0.5158388185501098,0.84005,0.756,0.9224763025,0.833206,0.8422700490594877,0.7649325626204239 |
| 3,0.34270023094415664,0.47399454164505006,0.854425,0.787,0.9338162321875001,0.8635560000000001,0.8554477074696523,0.7888999008919723 |
| 4,0.3232278209328651,0.4437555742263794,0.8634,0.803,0.9406751878125,0.8844299999999999,0.8641775833354048,0.8035892323030908 |
| 5,0.3101784075975418,0.42253991317749023,0.870275,0.817,0.9449458196875,0.897856,0.8705952766901918,0.8157099697885196 |
| 6,0.3010784218788147,0.4060798568725586,0.8747875,0.827,0.9481328290625,0.9071299999999999,0.8753716951788492,0.8264794383149449 |
| 7,0.2905718896865845,0.39204704093933107,0.8806625,0.829,0.95169300125,0.914274,0.8810594640387706,0.82744702320888 |
| 8,0.2862473338127136,0.38091042852401735,0.8810125,0.838,0.9528014462500001,0.920518,0.8811714332080842,0.8383233532934131 |
| 9,0.28059559510946275,0.3689881842136383,0.8847375,0.843,0.9547473384375,0.9268279999999999,0.885112321052566,0.842211055276382 |
| 10,0.2771972396016121,0.3613471887111664,0.88615,0.85,0.955612068125,0.931102,0.886473550381413,0.8523622047244095 |
| 11,0.2720505763530731,0.35164904928207397,0.88895,0.85,0.9574563587499999,0.935022,0.8890914084542209,0.8469387755102041 |
| 12,0.26799737067222595,0.34426873016357423,0.89105,0.856,0.9587572437499999,0.93818,0.8912511853071817,0.854251012145749 |
| 13,0.26517704817056653,0.34297234678268435,0.891925,0.86,0.9595722609375001,0.9404020000000002,0.8919655129326503,0.8638132295719845 |
| 14,0.26073046756982804,0.3343954451084137,0.8944125,0.864,0.960898696875,0.9424039999999999,0.8947270030783036,0.8648111332007953 |
| 15,0.2589265381336212,0.32862818932533266,0.8958625,0.864,0.9613705378124999,0.944588,0.8959834192750927,0.8634538152610441 |
| 16,0.25525522673130036,0.32689174032211304,0.895975,0.87,0.9625279553125001,0.9449580000000001,0.8962266503728459,0.8662551440329218 |
| 17,0.25201807482242583,0.3209913983345032,0.8977875,0.874,0.9635279984375,0.947114,0.897992789511109,0.8709016393442623 |
| 18,0.25165512981414795,0.31870882987976074,0.8988875,0.878,0.9634438859375001,0.948316,0.8990779902933214,0.878968253968254 |
| 19,0.2504803589940071,0.3146348924636841,0.8990375,0.882,0.9637266853125,0.9494360000000001,0.8992226783285713,0.882 |
| 20,0.24728310040235518,0.31100078773498535,0.9009875,0.882,0.9647608296875001,0.950414,0.901124689493328,0.8822355289421158 |
| 21,0.24685218811035156,0.30922134065628054,0.898425,0.881,0.964708481875,0.951048,0.8986631416171996,0.8786952089704383 |
| 22,0.24284782621860504,0.3065611243247986,0.9026125,0.885,0.966111886875,0.951924,0.9027377251788322,0.8844221105527639 |
| 23,0.24234596432447433,0.302619802236557,0.9025,0.883,0.9660100931250001,0.953222,0.9027358655260992,0.8819374369323916 |
| 24,0.24279035061597823,0.30008777809143067,0.902525,0.885,0.9657567425,0.954086,0.9026564138413142,0.8839556004036327 |
| 25,0.24069873453378676,0.2985470941066742,0.9029125,0.885,0.96643880875,0.954444,0.9030567031540584,0.8837209302325582 |
| 26,0.2410618470788002,0.2970028171539307,0.902825,0.89,0.9661816475,0.9556079999999998,0.9029681220200205,0.8868312757201646 |
| 27,0.23691169884204866,0.29280767631530763,0.905675,0.89,0.9674908821875,0.956484,0.9057762904877257,0.8893360160965795 |
| 28,0.2375704575419426,0.29116892170906067,0.9039875,0.892,0.9671745156249999,0.95708,0.9040486689735294,0.8917835671342685 |
| 29,0.23383271347284318,0.2880236682891846,0.9069,0.892,0.9684019634374998,0.957924,0.907011586096684,0.8904665314401623 |
| 30,0.2350683927297592,0.2864203510284424,0.905,0.894,0.9677904715625,0.9582879999999999,0.9050451035758015,0.8924949290060852 |
| 31,0.23274319328069687,0.28585708379745484,0.9073375,0.899,0.968611451875,0.958662,0.9075189939743253,0.9000989119683481 |
| 32,0.23031746476888657,0.2812600133419037,0.9077,0.899,0.96924632625,0.960152,0.9077876017783106,0.8995024875621891 |
| 33,0.2318354510784149,0.27909227955341337,0.907,0.903,0.9686028390624999,0.960704,0.9071578316861336,0.9027081243731193 |
| 34,0.2297346851706505,0.2781331424713135,0.9073625,0.897,0.969335888125,0.960798,0.9073173171921312,0.8958543983822043 |
| 35,0.22836155749559403,0.2782969913482666,0.9086125,0.899,0.969680806875,0.96052,0.9087459590349114,0.8974619289340101 |
| 36,0.2280576782464981,0.2756727864742279,0.909125,0.901,0.9696980587499999,0.9611840000000001,0.9091022755688922,0.8996960486322189 |
| 37,0.22791709064245225,0.27529445934295654,0.90945,0.904,0.9696367734375,0.9610580000000001,0.9094975138052522,0.9041916167664671 |
| 38,0.22621927260160446,0.27210267758369444,0.910075,0.903,0.970162668125,0.9621360000000001,0.910153615586362,0.9015228426395939 |
| 39,0.22689362624883652,0.27430477929115293,0.9094625,0.905,0.969890475625,0.96172,0.9094387276660123,0.90216271884655 |
| 40,0.22525383585691452,0.2714178000688553,0.909925,0.903,0.9703498296874999,0.9621740000000001,0.9099767633610674,0.9011213047910296 |
| 41,0.22519885240793228,0.27125098240375517,0.9108125,0.904,0.9703747009374999,0.962774,0.9109316289462843,0.9008264462809917 |
| 42,0.22480773998498918,0.2687073442935944,0.9108,0.909,0.9704103540625,0.962746,0.910869076465739,0.9090909090909091 |
| 43,0.22287812074422836,0.26710176587104795,0.911425,0.906,0.9709903343749999,0.963482,0.9115709080017971,0.9038854805725971 |
| 44,0.22368662184476854,0.26476959586143495,0.91155,0.907,0.9706719475000001,0.963994,0.9115986207585828,0.9051987767584098 |
| 45,0.22293721371889114,0.26436425018310544,0.9112,0.906,0.97086820625,0.9641440000000001,0.911184457280024,0.9042769857433809 |
| 46,0.22426915752887727,0.2643931723833084,0.9108625,0.906,0.970370650625,0.964054,0.9109192889532923,0.9040816326530612 |
| 47,0.22167242683172225,0.2624223437309265,0.9103875,0.909,0.971127461875,0.964478,0.9104848477280957,0.9079878665318504 |
| 48,0.2216897639155388,0.26258065152168275,0.911525,0.911,0.9710713509375,0.964412,0.9115294235288236,0.910010111223458 |
| 49,0.221651726436615,0.26061042881011964,0.9107875,0.916,0.9711211668749999,0.9649559999999999,0.9108933141894001,0.916 |
| 50,0.218813407933712,0.26060707569122316,0.9132375,0.918,0.9719015865625,0.9651140000000001,0.9131647754994808,0.9186507936507936 |
| 51,0.22002693282961847,0.2599632155895233,0.911975,0.909,0.9715200575,0.9653119999999998,0.911975,0.9062821833161689 |
| 52,0.21892853523492814,0.2572772225141525,0.9121875,0.92,0.971870761875,0.9660159999999999,0.9121710320685128,0.9206349206349206 |
| 53,0.21989723924398422,0.2563333179950714,0.9120875,0.915,0.9715186890625,0.966096,0.9121281407349101,0.9137055837563451 |
| 54,0.2187260093688965,0.2560389449596405,0.9128625,0.918,0.9718271012499999,0.965968,0.9128701238641619,0.9184890656063618 |
| 55,0.21810503559112548,0.25822431206703184,0.913075,0.908,0.9719581875000001,0.96545,0.9130880367944808,0.9053497942386831 |
| 56,0.2171095319747925,0.259393913269043,0.9142875,0.907,0.9722337953125,0.964972,0.9144404377175799,0.9044193216855088 |
| 57,0.21807200089693068,0.2545428922176361,0.911975,0.92,0.9719288865625,0.965996,0.9119816013798965,0.9198396793587175 |
| 58,0.21408982825279235,0.2525579800605774,0.9162125,0.92,0.973117014375,0.966584,0.9163348602668597,0.9201596806387226 |
| 59,0.2156461529135704,0.25144408059120177,0.914625,0.923,0.9725692315625,0.9669959999999999,0.9146761942834299,0.9232303090727817 |
| 60,0.21476116969585418,0.2507875053882599,0.9152375,0.923,0.9728811256250001,0.9670319999999999,0.9152173641239795,0.922300706357215 |
| 61,0.2147820544719696,0.2514576153755188,0.9141125,0.919,0.97288150875,0.9667939999999999,0.914081354491003,0.9187562688064193 |
| 62,0.21469277473688125,0.24995705485343933,0.9145625,0.919,0.9727856659375,0.9672579999999998,0.914559295973599,0.9185929648241206 |
| 63,0.21416326076984404,0.25244824194908144,0.9145125,0.914,0.9729530668749999,0.9665719999999999,0.9144986060234788,0.9124236252545825 |
| 64,0.21551031074523927,0.24976742339134217,0.91465,0.924,0.9724956196875,0.9673639999999999,0.9147310055447325,0.9243027888446215 |
| 65,0.21403855800032615,0.24792135190963746,0.9155125,0.923,0.9729296203125,0.967768,0.9154459136570049,0.9232303090727817 |
| 66,0.2164523035645485,0.24829077553749085,0.914175,0.914,0.9721889887499999,0.967902,0.9141814363922706,0.9118852459016393 |
| 67,0.21283528631925583,0.2473518798351288,0.915725,0.926,0.9732526225,0.9674659999999999,0.9158007792986312,0.9262948207171314 |
| 68,0.2116921550631523,0.2458847393989563,0.9158875,0.923,0.973535651875,0.968114,0.9159494872531508,0.9219858156028369 |
| 69,0.21525072984695434,0.24655059897899628,0.914425,0.92,0.972449159375,0.967702,0.9144378343248513,0.9195171026156942 |
| 70,0.21420635241270064,0.24634310054779052,0.913975,0.925,0.972787868125,0.967794,0.9140050982156245,0.9253731343283582 |
| 71,0.21140653992891312,0.24797298765182496,0.91425,0.912,0.9736307856249999,0.967912,0.9142414241424143,0.9094650205761317 |
| 72,0.21043932788968087,0.24386809360980988,0.917,0.922,0.9739322821875,0.9686080000000001,0.9169771687213983,0.9207317073170732 |
| 73,0.21547096095085144,0.2451173071861267,0.913675,0.925,0.9723434090625,0.9680420000000001,0.9135950754447865,0.9247743229689067 |
| 74,0.2101049444437027,0.24282089030742646,0.9180625,0.926,0.9739265740624999,0.9689099999999999,0.9180102315225956,0.9267326732673268 |
| 75,0.2122883571267128,0.24281972217559813,0.914925,0.926,0.973224588125,0.968942,0.914880312163886,0.9267326732673268 |
| 76,0.21035644040703774,0.24018181610107422,0.916475,0.927,0.9738130871874999,0.969512,0.9163725563815674,0.9264853977844915 |
| 77,0.21093252441287041,0.24066908824443817,0.916475,0.926,0.9736459196875,0.969214,0.9164457560146051,0.926 |
| 78,0.21004042072296142,0.2416255475282669,0.917325,0.922,0.9738221278125,0.968908,0.9172774345248518,0.9207317073170732 |
| 79,0.21006558858156205,0.240020099401474,0.9162625,0.926,0.9738550987500001,0.969378,0.9163137578233332,0.926 |
| 80,0.2107315229177475,0.24046337723731995,0.9166875,0.927,0.9736305706249999,0.9691900000000001,0.9166364398193894,0.9270729270729271 |
| 81,0.21044877915978433,0.2402358317375183,0.917625,0.926,0.9736984015625,0.9691839999999999,0.9176064614538271,0.9258517034068137 |
| 82,0.2112481951892376,0.23722147643566133,0.91655,0.927,0.973372729375,0.9699400000000001,0.9164957222194426,0.9269269269269269 |
| 83,0.20961829511523247,0.2385331072807312,0.9166,0.929,0.9738936612500001,0.9697719999999999,0.9165916591659166,0.9292123629112662 |
| 84,0.21128617191910742,0.23804865193367003,0.917525,0.929,0.97333873625,0.9696579999999999,0.9174548366111195,0.929070929070929 |
| 85,0.20962455940842628,0.23755722069740295,0.9167,0.923,0.9738821315625001,0.969748,0.9166437345208015,0.9221435793731041 |
| 86,0.20894189143776892,0.23647796452045441,0.9164,0.928,0.9739946140625,0.97027,0.9163749124737421,0.9281437125748503 |
| 87,0.20944952540397643,0.23812908291816712,0.9166375,0.928,0.9739302475,0.96968,0.9166051845089972,0.9284294234592445 |
| 88,0.20941518265604972,0.23576827096939088,0.918,0.929,0.9738802090625001,0.9704959999999999,0.9180286899585145,0.9293532338308458 |
| 89,0.2083513189315796,0.23713669288158418,0.9181125,0.929,0.9742089740625,0.969922,0.9180582135664878,0.929493545183714 |
| 90,0.20783963188529014,0.23605281114578247,0.917725,0.929,0.9743260481249999,0.9704419999999999,0.9176776646571779,0.9293532338308458 |
| 91,0.20809175260663032,0.23573018741607665,0.9172875,0.927,0.9742462128125,0.970354,0.9172947367105379,0.9270729270729271 |
| 92,0.20899976284503938,0.23694047951698302,0.91745,0.926,0.973948956875,0.969776,0.9174809446457578,0.9251012145748988 |
| 93,0.20775786911845207,0.23509791374206543,0.917775,0.929,0.9742987025,0.9703139999999999,0.917758551710342,0.9293532338308458 |
| 94,0.2055560129225254,0.23311767077445983,0.918675,0.929,0.9749186909375,0.971016,0.9186709335466773,0.9293532338308458 |
| 95,0.20908973521590232,0.23479755759239196,0.9174625,0.926,0.973939244375,0.9704240000000001,0.917399517131813,0.9257028112449799 |
| 96,0.20678897771835328,0.2348909533023834,0.9177625,0.927,0.9745083665625,0.97025,0.9177244475569951,0.9272183449651047 |
| 97,0.20668413673639296,0.2318015911579132,0.9176125,0.928,0.9746274993749999,0.971412,0.9175351892399124,0.928 |
| 98,0.20700005811452865,0.2339429454803467,0.9192875,0.929,0.9744749628125,0.9706379999999999,0.9192541923543461,0.9293532338308458 |
| 99,0.2075244455575943,0.2330503100156784,0.9169125,0.929,0.9743503499999999,0.9709220000000001,0.9169903215735248,0.9279187817258884 |
| 100,0.20697771421074868,0.23356933975219726,0.91845,0.927,0.9744196137500001,0.97048,0.9184377656648497,0.9272183449651047 |
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