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{"valid": {"f1": 86.98359051896652, "recall": 88.57893306765692, "precision": 85.4446968373231, "summary": "                   precision    recall  f1-score   support\n\n  cardinal number       0.82      0.88      0.85       937\n             date       0.83      0.87      0.85      1507\n            event       0.63      0.55      0.59       143\n         facility       0.54      0.64      0.59       115\ngeopolitical area       0.94      0.93      0.94      2262\n            group       0.90      0.93      0.91       847\n         language       0.86      0.73      0.79        33\n              law       0.46      0.70      0.55        40\n         location       0.67      0.74      0.70       204\n            money       0.90      0.93      0.92       274\n   ordinal number       0.83      0.86      0.85       232\n     organization       0.86      0.86      0.86      1728\n          percent       0.89      0.89      0.89       177\n           person       0.91      0.96      0.93      2014\n          product       0.55      0.67      0.60        72\n         quantity       0.79      0.81      0.80       100\n             time       0.68      0.79      0.73       214\n      work of art       0.42      0.54      0.48       142\n\n        micro avg       0.85      0.89      0.87     11041\n        macro avg       0.75      0.79      0.77     11041\n     weighted avg       0.86      0.89      0.87     11041\n"}, "test": {"f1": 89.0153671030165, "recall": 90.35641276330992, "precision": 87.71354616048318, "summary": "                   precision    recall  f1-score   support\n\n  cardinal number       0.85      0.88      0.86       934\n             date       0.84      0.89      0.86      1601\n            event       0.61      0.65      0.63        63\n         facility       0.76      0.74      0.75       135\ngeopolitical area       0.96      0.96      0.96      2240\n            group       0.89      0.94      0.92       841\n         language       0.75      0.55      0.63        22\n              law       0.63      0.60      0.62        40\n         location       0.70      0.80      0.74       179\n            money       0.85      0.90      0.87       314\n   ordinal number       0.81      0.92      0.86       195\n     organization       0.89      0.89      0.89      1792\n          percent       0.89      0.92      0.90       348\n           person       0.93      0.96      0.95      1988\n          product       0.65      0.72      0.69        76\n         quantity       0.77      0.81      0.79       105\n             time       0.60      0.66      0.63       212\n      work of art       0.60      0.60      0.60       166\n\n        micro avg       0.88      0.90      0.89     11251\n        macro avg       0.78      0.80      0.79     11251\n     weighted avg       0.88      0.90      0.89     11251\n"}}