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{"valid": {"f1": 82.05128205128204, "recall": 86.82170542635659, "precision": 77.77777777777779, "accuracy": 98.98379829354808, "summary": "              precision    recall  f1-score   support\n\n      entity       0.78      0.87      0.82       258\n\n   micro avg       0.78      0.87      0.82       258\n   macro avg       0.78      0.87      0.82       258\nweighted avg       0.78      0.87      0.82       258\n"}}