| eval_loss = 0.17402765154838562 | |
| eval_precision = 0.8519104303671023 | |
| eval_recall = 0.8661870503597122 | |
| eval_f1 = 0.8589894242068155 | |
| eval_accuracy = 0.9750561746748678 | |
| eval_matrix = [[1841, 0, 31, 44, 0, 4, 219], [0, 4941, 10, 0, 36, 0, 360], [71, 17, 3565, 1, 0, 172, 420], [64, 0, 1, 1221, 0, 28, 102], [0, 25, 0, 0, 1476, 2, 245], [2, 3, 119, 35, 6, 2095, 463], [360, 282, 417, 227, 226, 404, 156701]] | |
| eval_classification_report = precision recall f1-score support | |
| Anatomy 0.76 0.84 0.80 2162 | |
| Chemical 0.92 0.92 0.92 5371 | |
| Disease 0.82 0.82 0.82 4282 | |
| micro avg 0.85 0.87 0.86 11815 | |
| macro avg 0.83 0.86 0.84 11815 | |
| weighted avg 0.85 0.87 0.86 11815 | |
| eval_runtime = 54.806 | |
| eval_samples_per_second = 36.273 | |
| eval_steps_per_second = 9.068 | |
| epoch = 15.0 | |