f1 = 0.8887271068696934
loss = 0.16945989777437717
precision = 0.8818583762707144
recall = 0.8957036775106082
report =               precision    recall  f1-score   support

        DATE       0.78      0.81      0.79      8591
         LOC       0.90      0.90      0.90     18097
         ORG       0.84      0.86      0.85     12080
         PER       0.95      0.95      0.95     17792

   micro avg       0.88      0.90      0.89     56560
   macro avg       0.87      0.88      0.87     56560
weighted avg       0.88      0.90      0.89     56560