{"valid": {"f1": 24.50657894736842, "recall": 18.34975369458128, "precision": 36.88118811881188, "summary": "              precision    recall  f1-score   support\n\n      entity       0.37      0.18      0.25       812\n\n   micro avg       0.37      0.18      0.25       812\n   macro avg       0.37      0.18      0.25       812\nweighted avg       0.37      0.18      0.25       812\n"}}