Starting cxg1 and twitter
(4000, 18440) 4000
{'C': 0.01, 'loss': 'hinge'}
por twitter cxg1
              precision    recall  f1-score   support

          br       0.99      1.00      0.99      5000
          pt       1.00      0.99      0.99      3650

   micro avg       0.99      0.99      0.99      8650
   macro avg       0.99      0.99      0.99      8650
weighted avg       0.99      0.99      0.99      8650

[[4983   17]
 [  35 3615]]