{"valid": {"f1": 41.09062980030722, "recall": 54.24588086185045, "precision": 33.07062277855046, "summary": "              precision    recall  f1-score   support\n\n      entity       0.33      0.54      0.41      3945\n\n   micro avg       0.33      0.54      0.41      3945\n   macro avg       0.33      0.54      0.41      3945\nweighted avg       0.33      0.54      0.41      3945\n"}, "test": {"f1": 41.323115724124555, "recall": 53.80146501641829, "precision": 33.54330708661417, "summary": "              precision    recall  f1-score   support\n\n      entity       0.34      0.54      0.41      3959\n\n   micro avg       0.34      0.54      0.41      3959\n   macro avg       0.34      0.54      0.41      3959\nweighted avg       0.34      0.54      0.41      3959\n"}}