cls_report =               precision    recall  f1-score   support

         0.0       0.84      0.83      0.83        93
         1.0       0.80      0.89      0.84        82
         2.0       0.70      0.64      0.67        80
         3.0       0.75      0.75      0.75         4
         4.0       0.73      0.83      0.78        65
         5.0       1.00      0.33      0.50         6
         6.0       0.88      0.78      0.82         9
         7.0       0.67      0.33      0.44         6
         8.0       0.00      0.00      0.00         1
         9.0       0.00      0.00      0.00         1

    accuracy                           0.78       347
   macro avg       0.64      0.54      0.56       347
weighted avg       0.77      0.78      0.77       347

eval_loss = 0.6546817223230997
macro_f1 = 0.5637982008412588
macro_p = 0.6359180857319631
macro_r = 0.5380914566900011
mcc = 0.7118388458807211