{ "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 } }