# 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