| # 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 | |
| ### training_parameters | |
| - 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 | |