Starting function and twitter
(4000, 232) 4000
No grid search
deu twitter function
              precision    recall  f1-score   support

          at       0.81      0.68      0.74      2722
          de       0.84      0.91      0.87      5000

   micro avg       0.83      0.83      0.83      7722
   macro avg       0.82      0.79      0.80      7722
weighted avg       0.83      0.83      0.83      7722

[[1841  881]
 [ 440 4560]]