nb-bert-base-sami-relevant / training_progress_scores.csv
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Sami classifier NbAiLab-nb-bert-base_sami_sami_20210531-121715_chunks-200words_pred_e3.0_lr3e-06_wr0.1_wd0.0_s608_st0.75_r1
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global_step,tp,tn,fp,fn,mcc,train_loss,eval_loss,f1,precision,recall,accuracy
10000,508,706,52,13,0.8977122158321943,0.016092317178845406,0.12647712647240653,0.9398704902867716,0.9071428571428571,0.9750479846449136,0.9491790461297889
20000,504,722,36,17,0.9150907035740606,0.000561795081011951,0.15973145561959357,0.9500471253534402,0.9333333333333333,0.9673704414587332,0.9585613760750586
30000,512,711,47,9,0.9120297554719166,0.0016663457499817014,0.1817829882242559,0.9481481481481482,0.9159212880143113,0.982725527831094,0.9562157935887412
32328,513,692,66,8,0.8860031552889174,0.002664804458618164,0.19140609940741873,0.9327272727272728,0.8860103626943006,0.9846449136276392,0.9421422986708365
40000,507,722,36,14,0.9201412525832662,0.0029837745241820812,0.17858079713677033,0.9530075187969925,0.9337016574585635,0.9731285988483686,0.9609069585613761
50000,509,716,42,12,0.9143970940378516,0.0077561563812196255,0.1778221957151819,0.9496268656716419,0.9237749546279492,0.9769673704414588,0.9577795152462861
60000,508,716,42,13,0.9126951496089721,0.0012778086820617318,0.2027259276812043,0.9486461251167133,0.9236363636363636,0.9750479846449136,0.9569976544175137
64656,512,721,37,9,0.9270693418857209,0.00011811653530457988,0.19937212274705546,0.9570093457943926,0.9326047358834244,0.982725527831094,0.9640344018764659
70000,510,709,49,11,0.9056135993413006,0.00012433102529030293,0.22229803307375579,0.9444444444444443,0.9123434704830053,0.9788867562380038,0.9530883502736512
80000,511,718,40,10,0.920824053884389,0.2281501591205597,0.22179906898585944,0.9533582089552238,0.9274047186932849,0.980806142034549,0.9609069585613761
90000,512,717,41,9,0.921017790418457,0.0004354757838882506,0.23509133785619224,0.9534450651769086,0.9258589511754068,0.982725527831094,0.9609069585613761
96984,511,715,43,10,0.9163010143688998,0.0017305811634287238,0.23575447580824774,0.9506976744186045,0.9223826714801444,0.980806142034549,0.9585613760750586