openforensics-ensemble / stage1_log.csv
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Bundle training curves, logs and leakage report for the dashboard
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epoch,accuracy,auc,learning_rate,loss,pr_auc,precision,recall,val_accuracy,val_auc,val_loss,val_pr_auc,val_precision,val_recall
0,0.659500002861023,0.7173540592193604,0.00019999999494757503,0.6813316941261292,0.6950342655181885,0.6578582525253296,0.6646999716758728,0.7639999985694885,0.8518015146255493,0.48509806394577026,0.8345251083374023,0.7757660150527954,0.7426666617393494
1,0.7017999887466431,0.7754159569740295,0.00019999999494757503,0.5923287868499756,0.754374086856842,0.6973786950111389,0.7129999995231628,0.7856666445732117,0.8659895658493042,0.45829829573631287,0.8554242849349976,0.77432781457901,0.8063333630561829
2,0.7110000252723694,0.7850887775421143,0.00019999999494757503,0.5734178423881531,0.7665385603904724,0.7053328156471252,0.7247999906539917,0.7754999995231628,0.8590093851089478,0.471304714679718,0.841472864151001,0.7798848748207092,0.7676666378974915
3,0.7255499958992004,0.803634524345398,0.00019999999494757503,0.5459656119346619,0.7842331528663635,0.7194279432296753,0.7394999861717224,0.7928333282470703,0.8753137588500977,0.4495863914489746,0.8664713501930237,0.7773918509483337,0.8206666707992554
4,0.7226499915122986,0.8031816482543945,0.00019999999494757503,0.5432800054550171,0.7856216430664062,0.716312050819397,0.7372999787330627,0.7868333458900452,0.8687015175819397,0.45843705534935,0.8577094674110413,0.7741318941116333,0.8100000023841858
5,0.7330999970436096,0.8133217692375183,0.00019999999494757503,0.5277969241142273,0.7991156578063965,0.7258283495903015,0.7491999864578247,0.7896666526794434,0.8715113401412964,0.4542941153049469,0.8568025231361389,0.7957794666290283,0.7793333530426025
6,0.7402499914169312,0.8207768201828003,0.00019999999494757503,0.518195390701294,0.8038672208786011,0.7321929335594177,0.7576000094413757,0.7856666445732117,0.868065357208252,0.45682331919670105,0.850128710269928,0.7885521650314331,0.7806666493415833
7,0.7426000237464905,0.8249707221984863,9.999999747378752e-05,0.5113338828086853,0.8097383975982666,0.7345321178436279,0.7598000168800354,0.7916666865348816,0.8738881349563599,0.4503905475139618,0.8595180511474609,0.7922511696815491,0.7906666398048401
8,0.7429999709129333,0.8240637183189392,9.999999747378752e-05,0.511739194393158,0.8095018863677979,0.7349642515182495,0.7601000070571899,0.8006666898727417,0.8793981075286865,0.4420509338378906,0.868485689163208,0.7924773097038269,0.8146666884422302
9,0.7437000274658203,0.8275882601737976,9.999999747378752e-05,0.5069106221199036,0.8130930066108704,0.7365100979804993,0.758899986743927,0.7983333468437195,0.8752559423446655,0.4472264349460602,0.8619974255561829,0.7841269969940186,0.8233333230018616
10,0.7547000050544739,0.8360404968261719,9.999999747378752e-05,0.49666649103164673,0.8229112029075623,0.744762659072876,0.7749999761581421,0.7963333129882812,0.8779399394989014,0.4446899890899658,0.86510169506073,0.8042436838150024,0.7833333611488342
11,0.7498499751091003,0.8342851996421814,9.999999747378752e-05,0.4985329508781433,0.8231561183929443,0.7417981028556824,0.7664999961853027,0.8038333058357239,0.8835710883140564,0.43615585565567017,0.8737555742263794,0.8001317381858826,0.8100000023841858
12,0.7537999749183655,0.8379852771759033,9.999999747378752e-05,0.49333256483078003,0.826492428779602,0.7448861598968506,0.7720000147819519,0.7960000038146973,0.8772802352905273,0.4468179941177368,0.8627110719680786,0.8022464513778687,0.7856666445732117
13,0.7487499713897705,0.8320711255073547,9.999999747378752e-05,0.5020601749420166,0.8186397552490234,0.7408267855644226,0.7652000188827515,0.8028333187103271,0.8852648138999939,0.43811580538749695,0.8754913806915283,0.8159999847412109,0.7820000052452087
14,0.753600001335144,0.8366756439208984,9.999999747378752e-05,0.4960188567638397,0.8216284513473511,0.7447876334190369,0.7716000080108643,0.8034999966621399,0.88173907995224,0.43913134932518005,0.8682188987731934,0.7994080781936646,0.8103333115577698
15,0.7539499998092651,0.8354263305664062,9.999999747378752e-05,0.49715468287467957,0.8213553428649902,0.745101809501648,0.7720000147819519,0.7956666946411133,0.8830122947692871,0.4403049647808075,0.8711894750595093,0.8118846416473389,0.7696666717529297
16,0.748449981212616,0.8339663147926331,9.999999747378752e-05,0.49685853719711304,0.8247389197349548,0.7389631867408752,0.7682999968528748,0.8053333163261414,0.8824228048324585,0.4379112124443054,0.8687462210655212,0.804723858833313,0.8063333630561829
17,0.7549999952316284,0.8368260860443115,4.999999873689376e-05,0.4949033260345459,0.821742594242096,0.7466627955436707,0.7718999981880188,0.800166666507721,0.8827253580093384,0.44036242365837097,0.8696081638336182,0.8101963400840759,0.7839999794960022
18,0.7545999884605408,0.8393108248710632,4.999999873689376e-05,0.491393506526947,0.8261934518814087,0.7440099716186523,0.7763000130653381,0.8023333549499512,0.8827019929885864,0.43963196873664856,0.8695904016494751,0.8104038238525391,0.7893333435058594
19,0.7544000148773193,0.8376755714416504,4.999999873689376e-05,0.49283814430236816,0.8238918781280518,0.7444743514060974,0.7746999859809875,0.7996666431427002,0.8813710808753967,0.4411848485469818,0.8671808242797852,0.8074555397033691,0.7870000004768372