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e80e352 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | 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
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