precision    recall  f1-score   support

          CC       0.94      0.63      0.75       132
         DEM       1.00      0.60      0.75        75
         ECH       0.00      0.00      0.00         3
         INJ       0.50      0.25      0.33         4
        INTF       0.57      0.40      0.47        10
          JJ       0.55      0.63      0.59       154
         NEG       0.00      0.00      0.00         1
          NN       0.86      0.89      0.88      1188
         NNP       0.65      0.52      0.58       176
         NST       0.38      0.75      0.51        40
         PRP       0.77      0.83      0.80       206
         PSP       0.42      0.42      0.42        12
          QC       0.84      0.92      0.88        87
          QF       0.27      0.60      0.37        15
          QO       0.88      1.00      0.93        14
          RB       0.34      0.31      0.33        42
          RP       0.80      0.12      0.21        34
         SYM       0.99      1.00      1.00       525
          UT       0.00      0.00      0.00         0
        VAUX       0.00      0.00      0.00         0
          VM       0.96      0.91      0.94       576
          WQ       0.50      0.86      0.63        14

    accuracy                           0.84      3308
   macro avg       0.56      0.53      0.52      3308
weighted avg       0.85      0.84      0.84      3308

Micro_Precision = 0.8376662636033857
Micro_Recall = 0.8376662636033857
Micro_F1 = 0.8376662636033857
Micro_Accuracy = 0.8376662636033857