Starting cxg1 and twitter
(32000, 23581) 32000
{'C': 0.001, 'loss': 'squared_hinge'}
spa twitter cxg1
              precision    recall  f1-score   support

          ar       0.77      0.82      0.80      5000
          cl       0.84      0.87      0.86      5000
          co       0.82      0.76      0.79      4853
          cr       0.88      0.86      0.87      4967
          cu       0.97      0.96      0.97      3503
          ec       0.91      0.92      0.92      5000
          es       0.68      0.70      0.69      5000
          gt       0.78      0.80      0.79      5000
          hn       0.92      0.91      0.92      3780
          mx       0.66      0.63      0.64      5000
          ni       0.93      0.93      0.93      4550
          pa       0.84      0.85      0.85      5000
          py       0.86      0.85      0.86      5000
          sv       0.84      0.86      0.85      5000
          uy       0.80      0.76      0.78      5000
          ve       0.75      0.75      0.75      5000

   micro avg       0.82      0.82      0.82     76653
   macro avg       0.83      0.83      0.83     76653
weighted avg       0.82      0.82      0.82     76653

[[4118   14   21   97    0    0   71   21    7   58   11   23  112   37
   406    4]
 [  11 4365   36   16    3   36   67   54    9  121    9   47   26   40
    24  136]
 [  28   46 3699   37    6   34  210  119   14  191   32  130   41   95
    35  136]
 [ 170   19   36 4296    1    3   72   35    7   58   15   31   70   26
   100   28]
 [   1   10    3    2 3364    9   17   11    2   20    0    6    0    5
     0   53]
 [   3   45   26    4    6 4621   43   32    4   52    3   20   11   25
     5  100]
 [  48   87  147   57   18   41 3514  150   32  324   38   84   48  108
    72  232]
 [  14   77   74   25    5   33  133 3987   25  208   30   89   43   98
    28  131]
 [  21   21   12    7    2    3   42   36 3447   31   32   10   18   45
    31   22]
 [  75  166  145   56   13   95  344  214   37 3135   40  123  106  126
    83  242]
 [  13   11   15    9    4    6   53   37   18   30 4234   26   16   26
    19   33]
 [  10   53   80   34    5   28   89   91   21  107   31 4263   33   66
    21   68]
 [ 146   37   38   75    3    6   70   48   17   85   18   41 4267   37
    89   23]
 [  17   45   63   26    3   38   81  113   38   81   31   63   42 4280
    26   53]
 [ 663   32   31  105    2    0   59   29   32   58   24   27  105   23
  3796   14]
 [   6  156   96   19   26  118  277  132   22  201   28   72   23   72
    21 3731]]