f1 = 0.8836045056320401
loss = 0.2183593677723246
precision = 0.8694581280788177
recall = 0.8982188295165394
report =               precision    recall  f1-score   support

        DATE       0.78      0.96      0.86       162
         LOC       0.89      0.93      0.91       463
         ORG       0.79      0.75      0.77       221
         PER       0.95      0.92      0.94       333

   micro avg       0.87      0.90      0.88      1179
   macro avg       0.85      0.89      0.87      1179
weighted avg       0.87      0.90      0.88      1179