| epoch,train_loss,train_acc,val_loss,val_acc,overfit_gap,precision,recall,f1,auc | |
| 1,0.4914058956415076,0.7931409062693979,0.25378072014214786,0.9068901303538175,0.11374922408441956,0.7466049382716049,0.9401476875242907,0.8322724926888009,0.9799293558398001 | |
| 2,0.17981957488268546,0.9367807859427971,0.10469805875157075,0.9517261137372869,0.01494532779448976,0.9935545476247314,0.8087835211815002,0.8916979110873058,0.989794616800737 | |
| 3,0.15118872853546675,0.943859523468462,0.09905789159919794,0.9525855894570978,0.00872606598863579,0.9873269185637175,0.8175281772250291,0.8944403104071436,0.9895628763115077 | |
| 4,0.14976802766835354,0.9442653870028171,0.11784015442585437,0.9543522895478203,0.010086902545003107,0.889839970227019,0.9292654488923435,0.9091254752851711,0.988922611482386 | |
| 5,0.1445015974348515,0.9462111445351669,0.11057593491178279,0.9499116649954639,0.0037005204602970077,0.9734226947076496,0.8184998056743101,0.8892642246384461,0.9909925116028933 | |
| 6,0.1428691015028835,0.9487537602062742,0.11330695173180685,0.95354056247911,0.004786802272835788,0.8583204533745492,0.9712397979012826,0.9112954690491385,0.9913732162588198 | |
| 7,0.1347347273028152,0.9528959556892518,0.10731067919603936,0.9623740629327221,0.009478107243470313,0.8877224199288256,0.9694908666925768,0.9268066134125952,0.9931502808379566 | |
| 8,0.14318231911582743,0.9528840185264766,0.10890989482584523,0.9668146874850786,0.013930668958601955,0.9207789752316128,0.946366109599689,0.9333972208912314,0.9934382265608983 | |
| 9,0.15591263878632355,0.9525736522943227,0.1327253967046556,0.9588884114023779,0.0063147591080552345,0.9164237123420796,0.9162456276719783,0.9163346613545816,0.9895576482037538 | |
| 10,0.1579983401289416,0.9564890416845724,0.13107980481099066,0.9631857900014325,0.006696748316860068,0.9899216125419933,0.8589195491643995,0.9197794194152533,0.992137971559635 | |
| 11,0.1620871775176709,0.95708589982333,0.11948092563486681,0.9759346798452944,0.01884878002196433,0.9558130400628436,0.9457831325301205,0.9507716350849775,0.9938565797433679 | |
| 12,0.1631597144752627,0.9583512390774961,0.12612067496903787,0.9736427445924652,0.015291505514969161,0.9340513983371126,0.9605518849591916,0.9471163058057098,0.9929159878020004 | |
| 13,0.15869065325755577,0.9612758439574082,0.1183575700241618,0.9778446258893186,0.01656878193191047,0.9484674329501915,0.9621064904780412,0.9552382789890024,0.995776088731297 | |
| 14,0.16028827033236884,0.9620517595377931,0.12368546971460669,0.9748364608699804,0.012784701332187343,0.9261856431075844,0.9753206373882627,0.9501183151916706,0.9961787575905052 | |
| 15,0.16127749062317578,0.9620875710261185,0.11676261778466585,0.9792293367712362,0.01714176574511772,0.9564037977136214,0.9591916051301982,0.9577956728436985,0.996268761003168 | |
| 16,0.15981666400539138,0.9642840089767464,0.11901161285889585,0.9829059829059829,0.01862197392923648,0.9697802197802198,0.9603575592693354,0.9650458894747118,0.9973943910547347 | |
| 17,0.16344723200483846,0.9630186697225803,0.12029080224655024,0.9823807477438762,0.01936207802129586,0.9676914039553554,0.9603575592693354,0.9640105335023895,0.9976485816537309 | |
| 18,0.1654804719653268,0.962911235257604,0.12397407956148793,0.9840042018812969,0.021092966623692866,0.971574201137032,0.9630781189273222,0.9673075046355031,0.9978636783081578 | |
| 19,0.1666370256995317,0.9630902926992313,0.12440983789813954,0.9828104856037817,0.019720192904550404,0.9582535427039448,0.9724057520404198,0.9652777777777777,0.9977542386360805 | |
| 20,0.16776425075540113,0.9640452657212434,0.1238755480409032,0.9832402234636871,0.01919495774244373,0.9805572258969734,0.9506412747765255,0.9653675382338431,0.9979477770344161 | |
| 21,0.16945092270194892,0.9634842190708113,0.12649001735376147,0.9824284963949769,0.018944277324165593,0.9622678018575851,0.9663816556548775,0.964320341283692,0.9974480068374301 | |
| 22,0.17029010752647136,0.9641885116745452,0.12415509804992414,0.9832402234636871,0.01905171178914189,0.9647218453188603,0.9671589584143023,0.965938864628821,0.9980299813404528 | |
| 23,0.1705945418411944,0.9639736427445925,0.1259416123034387,0.9821897531394738,0.018216110394881246,0.9567464114832536,0.9714341235911388,0.9640343264873205,0.9978657510991142 | |
| 24,0.17078928051216172,0.9646421238600009,0.127408419281426,0.9824284963949769,0.017786372534975947,0.9566131498470948,0.9726000777302759,0.9645403738677972,0.9979398118584851 | |
| 25,0.1705726989416151,0.9645108150694743,0.1269040919340602,0.9839564532301962,0.019445638160721868,0.9664468580294803,0.9683249125534396,0.9673849737914969,0.9979098271228375 | |