Starting cxg2 and twitter
(4000, 8120) 4000
{'C': 1.0, 'loss': 'hinge'}
por twitter cxg2
              precision    recall  f1-score   support

          br       1.00      1.00      1.00      5000
          pt       1.00      0.99      1.00      3650

   micro avg       1.00      1.00      1.00      8650
   macro avg       1.00      1.00      1.00      8650
weighted avg       1.00      1.00      1.00      8650

[[4989   11]
 [  21 3629]]