classification_models/pubmedbert/train_stats.csv

epoch,train_precision,train_recall,train_f1,train_loss,val_precision,val_recall,val_f1,val_loss,model_name
0,0.9054726368159204,0.9503916449086162,0.9273885350318471,0.00839552013797963,0.7083333333333334,0.85,0.7727272727272727,0.015265736283746155,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
1,0.9313725490196079,0.9921671018276762,0.9608091024020228,0.004351030023866887,0.72,0.9,0.7999999999999999,0.018542591236391157,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
2,0.9947643979057592,0.9921671018276762,0.9934640522875817,0.0009955423226333433,0.8205128205128205,0.8,0.810126582278481,0.024405019581112894,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
3,1.0,0.9608355091383812,0.9800266311584555,0.0024627792050656875,0.896551724137931,0.65,0.7536231884057972,0.029280409299616214,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
4,1.0,0.9921671018276762,0.9960681520314547,0.000821842120023161,0.90625,0.725,0.8055555555555555,0.024563445849490568,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
5,1.0,1.0,1.0,0.00010548271317698408,0.8292682926829268,0.85,0.8395061728395061,0.02454672244841631,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
6,1.0,1.0,1.0,5.952719475804638e-05,0.8918918918918919,0.825,0.8571428571428571,0.025383336780704088,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
7,1.0,1.0,1.0,4.82193034751762e-05,0.8918918918918919,0.825,0.8571428571428571,0.026037779551200017,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
8,1.0,1.0,1.0,4.306133561110795e-05,0.8918918918918919,0.825,0.8571428571428571,0.02642081679835617,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract
9,1.0,1.0,1.0,4.150422162543674e-05,0.8918918918918919,0.825,0.8571428571428571,0.026552919484565105,microsoft/BiomedNLP-PubMedBERT-base-uncased-abstract