Starting unigrams and cc
(16000, 30000) 16000
{'C': 0.01, 'loss': 'squared_hinge'}
deu cc unigrams
              precision    recall  f1-score   support

          at       1.00      0.99      0.99      5000
          ch       1.00      1.00      1.00      5000
          de       0.99      0.99      0.99      5000
          lu       1.00      1.00      1.00      3768
          pl       1.00      1.00      1.00      3262
          pw       1.00      1.00      1.00      5000
          so       1.00      1.00      1.00      3845
          tl       1.00      1.00      1.00      4365

   micro avg       1.00      1.00      1.00     35240
   macro avg       1.00      1.00      1.00     35240
weighted avg       1.00      1.00      1.00     35240

[[4959    4   35    1    0    0    0    1]
 [   1 4983   16    0    0    0    0    0]
 [  22   13 4950    1    0    0    0   14]
 [   1    0    3 3763    0    0    0    1]
 [   0    0    0    0 3262    0    0    0]
 [   0    0    0    0    0 5000    0    0]
 [   0    0    0    0    0    0 3845    0]
 [   0    0   12    0    1    0    0 4352]]