{"valid": {"f1": 86.78923766816143, "recall": 87.64604655375419, "precision": 85.94901856292744, "summary": "                   precision    recall  f1-score   support\n\n  cardinal number       0.84      0.85      0.84       937\n             date       0.81      0.83      0.82      1507\n            event       0.71      0.61      0.66       143\n         facility       0.53      0.70      0.60       115\ngeopolitical area       0.95      0.93      0.94      2262\n            group       0.91      0.90      0.90       847\n         language       0.81      0.79      0.80        33\n              law       0.64      0.72      0.68        40\n         location       0.59      0.75      0.66       204\n            money       0.89      0.90      0.89       274\n   ordinal number       0.83      0.81      0.82       232\n     organization       0.86      0.87      0.86      1728\n          percent       0.89      0.88      0.89       177\n           person       0.92      0.96      0.94      2014\n          product       0.64      0.65      0.64        72\n         quantity       0.79      0.79      0.79       100\n             time       0.66      0.74      0.69       214\n      work of art       0.51      0.56      0.54       142\n\n        micro avg       0.86      0.88      0.87     11041\n        macro avg       0.77      0.79      0.78     11041\n     weighted avg       0.86      0.88      0.87     11041\n"}, "test": {"f1": 87.79778942269584, "recall": 88.6054572926851, "precision": 87.00471286437423, "summary": "                   precision    recall  f1-score   support\n\n  cardinal number       0.85      0.85      0.85       934\n             date       0.84      0.86      0.85      1601\n            event       0.65      0.59      0.62        63\n         facility       0.68      0.74      0.71       135\ngeopolitical area       0.98      0.94      0.96      2240\n            group       0.85      0.89      0.87       841\n         language       0.76      0.73      0.74        22\n              law       0.57      0.57      0.57        40\n         location       0.60      0.79      0.68       179\n            money       0.85      0.86      0.85       314\n   ordinal number       0.82      0.91      0.86       195\n     organization       0.87      0.89      0.88      1792\n          percent       0.90      0.89      0.89       348\n           person       0.94      0.95      0.95      1988\n          product       0.72      0.83      0.77        76\n         quantity       0.72      0.76      0.74       105\n             time       0.59      0.63      0.61       212\n      work of art       0.56      0.59      0.57       166\n\n        micro avg       0.87      0.89      0.88     11251\n        macro avg       0.76      0.79      0.78     11251\n     weighted avg       0.87      0.89      0.88     11251\n"}}