precision    recall  f1-score   support

DELIVERY_ADDRESS     0.9881    0.9881    0.9881        84
           DRINK     0.7027    0.8000    0.7482        65
  DRINK_QUANTITY     0.9804    0.9804    0.9804        51
      DRINK_SIZE     0.9688    0.9538    0.9612        65
            FOOD     0.8443    0.8981    0.8704       157
FOOD_INGREDIENTS     0.8540    0.9106    0.8814       302
   FOOD_QUANTITY     0.9855    1.0000    0.9927       136
       FOOD_SIZE     1.0000    1.0000    1.0000        33
         PAYMENT     0.8816    0.9306    0.9054        72

       micro avg     0.8910    0.9316    0.9108       965
       macro avg     0.9117    0.9402    0.9253       965
    weighted avg     0.8939    0.9316    0.9121       965

eval_loss = 0.11614906560215685
f1_score = 0.9108409321175278
precision = 0.8909811694747275
recall = 0.9316062176165804