{"valid": {"f1": 71.2340498415689, "recall": 73.1445655997186, "precision": 69.42079786346186, "summary": "                precision    recall  f1-score   support\n\n         actor       0.94      0.97      0.96      1274\n         award       0.47      0.52      0.49        66\ncharacter name       0.70      0.75      0.72       283\n          date       0.96      0.97      0.97       661\n      director       0.87      0.93      0.90       425\n         genre       0.71      0.74      0.72       789\n       opinion       0.41      0.48      0.44       195\n        origin       0.33      0.38      0.35       190\n          plot       0.45      0.48      0.46      1577\n         quote       0.73      0.79      0.76        47\n  relationship       0.53      0.58      0.55       171\n    soundtrack       0.33      0.38      0.35         8\n\n     micro avg       0.69      0.73      0.71      5686\n     macro avg       0.62      0.66      0.64      5686\n  weighted avg       0.70      0.73      0.71      5686\n"}}