f1 = 0.8308651597817615
loss = 0.10526556631397596
precision = 0.8521183053557154
recall = 0.8106463878326996
report =               precision    recall  f1-score   support

        DATE       0.81      0.84      0.83       195
         LOC       0.86      0.81      0.84       566
         ORG       0.78      0.76      0.77        95
         PER       0.88      0.80      0.84       459

   micro avg       0.85      0.81      0.83      1315
   macro avg       0.83      0.80      0.82      1315
weighted avg       0.85      0.81      0.83      1315