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Commit c93e8f31 authored by efb4518's avatar efb4518
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training results for 1, 5 and 10 epochs

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auprc = 0.7334813840476977
auroc = 0.8542581385230015
eval_loss = 1.413039118051529
fn = 54
fp = 42
mcc = 0.5393598899705937
tn = 276
tp = 105
auprc = 0.7263812458499418
auroc = 0.8418179660614691
eval_loss = 0.47601272265116373
fn = 35
fp = 75
mcc = 0.5200943898225222
tn = 243
tp = 124
auprc = 0.46939440068064964
auroc = 0.636980340967525
eval_loss = 0.6366561889648438
fn = 159
fp = 0
mcc = 0.0
tn = 318
tp = 0
global_step,train_loss,mcc,tp,tn,fp,fn,auroc,auprc,eval_loss
50,0.579437255859375,0.0,0,318,0,159,0.636980340967525,0.46939440068064964,0.6366561889648438
100,0.4602508544921875,0.3434623615416654,43,306,12,116,0.7936790475060322,0.6503410799572362,0.5914488474527995
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200,0.5259971618652344,0.41448012507368304,63,298,20,96,0.7829595348285272,0.6526934339154551,0.7297974934180578
239,0.4873046875,0.4892580530826549,143,196,122,16,0.829486570942605,0.659168815574229,0.5289795294404029
250,1.285810947418213,0.27501296781808976,31,308,10,128,0.7063209524939678,0.5755364542594545,1.307339032491048
300,0.5688705444335938,0.5210889495444992,114,259,59,45,0.8413828566907955,0.7319474819771359,0.6698243315021197
350,0.38866710662841797,0.4803084452012535,133,214,104,26,0.8330267790039951,0.6796910210168876,0.6931084505592783
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450,0.10680961608886719,0.5379665862191263,121,253,65,38,0.8596080060124205,0.7392091580050448,0.48136182464659216
478,0.0565185546875,0.5406300836957932,124,249,69,35,0.8603298920137652,0.7236958194601787,0.49611104975144066
500,0.005427122116088867,0.5248645041388967,140,215,103,19,0.860567224397769,0.749167974079949,1.1921942353248596
550,0.011647820472717285,0.5177155408270355,118,252,66,41,0.841976187650805,0.7428218156236321,1.0102177731227129
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717,2.396484375,0.4714061445293512,74,297,21,85,0.7742573474150548,0.6850251518423763,0.5549566522240639
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2000,0.0015822649002075195,0.5210937053030462,87,293,25,72,0.8465547248922115,0.7328392690703178,1.5176069810986519
2050,0.0009609460830688477,0.5586227431838291,107,278,40,52,0.8532099204936514,0.724852889295867,1.3644215896725655
2100,0.0003184676170349121,0.563436169819011,114,270,48,45,0.8551876903603497,0.7267571801960125,1.3680845929678374
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2390,0.0001093149185180664,0.5393598899705937,105,276,42,54,0.8542581385230015,0.7334813840476977,1.413039118051529
global_step,train_loss,mcc,tp,tn,fp,fn,auroc,auprc,eval_loss
50,0.29063987731933594,0.16486724372564512,19,307,11,140,0.7285906411929909,0.5613156523937288,0.646475613117218
100,0.5595436096191406,0.4898581491987965,113,252,66,46,0.8193801669237768,0.6998332751452935,0.5468693435192108
150,0.18608856201171875,0.4493318123512784,73,294,24,86,0.806227997310233,0.6828710756506274,0.5231978992621104
200,0.5383930206298828,0.4909902530309828,117,246,72,42,0.8411356354574582,0.7216733711229449,0.47093588511149087
239,0.055572509765625,0.5200943898225222,124,243,75,35,0.8418179660614691,0.7263812458499418,0.47601272265116373
global_step,train_loss,mcc,tp,tn,fp,fn,auroc,auprc,eval_loss
50,0.66925048828125,0.0,0,318,0,159,0.7915925002966656,0.6227365964149026,0.6156656901041667
100,0.8249435424804688,0.4659173857832521,85,284,34,74,0.7995332463114593,0.6547508576657793,0.5113448078433672
150,0.3477516174316406,0.4285496534287956,144,171,147,15,0.7883489577152802,0.613789717331496,0.6132906595865886
200,0.5312843322753906,0.2846848049981925,30,310,8,129,0.741772477354535,0.646721631252186,0.6560350795586903
239,0.044219970703125,0.42614613929121625,86,274,44,73,0.747201455638622,0.6444767849568788,0.5831834922234217
250,0.37860107421875,0.3284771312056512,45,302,16,114,0.7555278667774217,0.6136936594119493,0.6522537032763164
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350,0.5939292907714844,0.4541382164873988,140,190,128,19,0.8274791345279063,0.6809413806166562,1.0764450613719723
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700,0.3340330123901367,0.5615082262735285,122,258,60,37,0.8659269807365215,0.7451716926826929,0.5842025104910136
717,0.0036220550537109375,0.548729485426697,121,256,62,38,0.8638305446778214,0.738233175192862,0.7028051551120976
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