| eval_loss = 0.17808516323566437 | |
| eval_precision = 0.8430268069222938 | |
| eval_recall = 0.855745384403417 | |
| eval_f1 = 0.8493384841543878 | |
| eval_accuracy = 0.975430554937475 | |
| eval_matrix = [[4007, 4, 58, 78, 0, 9, 460], [0, 4872, 9, 0, 41, 0, 456], [62, 14, 3706, 3, 0, 187, 452], [107, 0, 3, 2829, 0, 29, 275], [0, 23, 0, 0, 1398, 0, 207], [9, 3, 144, 28, 3, 2151, 399], [397, 414, 581, 253, 356, 457, 200226]] | |
| eval_classification_report = precision recall f1-score support | |
| Anatomy 0.84 0.85 0.84 4649 | |
| Chemical 0.90 0.89 0.89 5402 | |
| Disease 0.79 0.82 0.80 4465 | |
| micro avg 0.84 0.86 0.85 14516 | |
| macro avg 0.84 0.85 0.85 14516 | |
| weighted avg 0.84 0.86 0.85 14516 | |
| eval_runtime = 69.3988 | |
| eval_samples_per_second = 35.491 | |
| eval_steps_per_second = 8.876 | |
| epoch = 15.0 | |