precision    recall  f1-score   support

        CARD     0.8464    0.9245    0.8838       477
        DATE     0.8538    0.8982    0.8755       904
         EVT     0.8161    0.7634    0.7889        93
         FAC     0.6061    0.6250    0.6154        64
        LANG     0.8571    0.9231    0.8889        26
         LAW     0.6463    0.7794    0.7067        68
         LOC     0.9471    0.9413    0.9442      1312
       MONEY     0.9009    0.9009    0.9009       222
        NORP     0.9309    0.9412    0.9360       544
         ORD     0.8450    0.9561    0.8971       114
         ORG     0.8323    0.8539    0.8430      1424
         PCT     0.8854    0.9145    0.8997       152
         PER     0.9350    0.9612    0.9479      1108
        PROD     0.8170    0.8278    0.8224       151
         QTY     0.7340    0.6832    0.7077       101
        TIME     0.7356    0.8101    0.7711        79
         WOA     0.6013    0.6765    0.6367       136

   micro avg     0.8724    0.8985    0.8852      6975
   macro avg     0.8112    0.8459    0.8274      6975
weighted avg     0.8738    0.8985    0.8857      6975