| { | |
| "pretrained_model": "emilyalsentzer/Bio_ClinicalBERT", | |
| "pooling": "cls_mean_concat", | |
| "max_length": 512, | |
| "num_labels": 4, | |
| "label_order": [ | |
| "D", | |
| "I", | |
| "M", | |
| "O" | |
| ], | |
| "dropout": 0.1, | |
| "fold": 3, | |
| "val_metrics": { | |
| "f1_D": 0.8418, | |
| "f1_I": 0.8749, | |
| "f1_M": 0.9056, | |
| "f1_O": 0.4764, | |
| "f1_macro": 0.7747, | |
| "f1_weighted": 0.8693 | |
| }, | |
| "cv_aggregated": { | |
| "f1_D_mean": 0.8318, | |
| "f1_D_std": 0.0076, | |
| "f1_weighted_mean": 0.8691, | |
| "f1_weighted_std": 0.001 | |
| }, | |
| "phase1_baseline": { | |
| "f1_D": 0.7701, | |
| "f1_weighted": 0.8484 | |
| } | |
| } |