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-12 for 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