f1 = 0.873015873015873
loss = 0.1782944382825678
precision = 0.8566978193146417
recall = 0.889967637540453
report =               precision    recall  f1-score   support

        DATE       0.75      0.79      0.77       112
         LOC       0.85      0.88      0.86       109
         ORG       0.82      0.90      0.86       172
         PER       0.95      0.94      0.94       225

   micro avg       0.86      0.89      0.87       618
   macro avg       0.84      0.88      0.86       618
weighted avg       0.86      0.89      0.87       618