Validation Report:
              precision    recall  f1-score   support

           0       0.80      0.55      0.65      5694
           1       0.82      0.86      0.84     26512
           2       0.64      0.71      0.67     10322
           3       0.65      0.60      0.63      3407
           4       0.80      0.37      0.51       807
           5       0.00      0.00      0.00         1

    accuracy                           0.76     46743
   macro avg       0.62      0.51      0.55     46743
weighted avg       0.76      0.76      0.76     46743

              precision    recall  f1-score   support

           0       0.75      0.49      0.59      5694
           1       0.78      0.84      0.81     26512
           2       0.57      0.61      0.59     10322
           3       0.56      0.50      0.53      3407
           4       0.58      0.35      0.44       807
           5       0.33      0.01      0.02       125

    accuracy                           0.71     46867
   macro avg       0.60      0.47      0.50     46867
weighted avg       0.71      0.71      0.71     46867