precision    recall  f1-score   support

         LOC     0.9570    0.9618    0.9594       996
        MISC     0.9143    0.8889    0.9014        36
         ORG     0.8129    0.7975    0.8051       158
         PER     0.9835    0.9788    0.9812       851

   micro avg     0.9563    0.9549    0.9556      2041
   macro avg     0.9169    0.9068    0.9118      2041
weighted avg     0.9561    0.9549    0.9555      2041
Overall: 0.9563297350343474 0.9549240568348849 0.9556263790144643