f1 = 0.7033747779751333
loss = 0.4072432519898275
precision = 0.6971830985915493
recall = 0.7096774193548387
report =               precision    recall  f1-score   support

        DATE       0.72      0.72      0.72       106
         LOC       0.74      0.76      0.75       227
         ORG       0.50      0.52      0.51        83
         PER       0.72      0.74      0.73       142

   micro avg       0.70      0.71      0.70       558
   macro avg       0.67      0.68      0.68       558
weighted avg       0.70      0.71      0.70       558