bluebert-pubmed-uncased-L-12-H-768-A-12_pub_section
- original model file name: textclassifer_bluebert_pubmed_uncased_L-12_H-768_A-12_pubmed_20k
- This is a fine-tuned checkpoint of
bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12for document section text classification - possible document section classes are:BACKGROUND, CONCLUSIONS, METHODS, OBJECTIVE, RESULTS,
metadata
training_metrics
val_accuracy: 0.8367536067962646
val_matthewscorrcoef: 0.779039740562439
val_f1score: 0.834040641784668
val_cross_entropy: 0.5102494359016418
epoch: 18.0
train_accuracy_step: 0.7890625
train_matthewscorrcoef_step: 0.7113237380981445
train_f1score_step: 0.7884777784347534
train_cross_entropy_step: 0.5615811944007874
train_accuracy_epoch: 0.7955580949783325
train_matthewscorrcoef_epoch: 0.7233519554138184
train_f1score_epoch: 0.7916122078895569
train_cross_entropy_epoch: 0.6050205230712891
test_accuracy: 0.8310602307319641
test_matthewscorrcoef: 0.7718994617462158
test_f1score: 0.8283351063728333
test_cross_entropy: 0.5230290293693542
date_run: Apr-22-2022_t-05
huggingface_tag: bionlp/bluebert_pubmed_uncased_L-12_H-768_A-12
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