{"valid": {"f1": 18.343195266272186, "recall": 12.3015873015873, "precision": 36.04651162790697, "accuracy": 96.72131147540983, "summary": "              precision    recall  f1-score   support\n\n      entity       0.36      0.12      0.18       252\n\n   micro avg       0.36      0.12      0.18       252\n   macro avg       0.36      0.12      0.18       252\nweighted avg       0.36      0.12      0.18       252\n"}}