Starting trigrams and cc
(16000, 30000) 16000
{'C': 0.0001, 'loss': 'squared_hinge'}
deu cc trigrams
             precision    recall  f1-score   support

         at       0.86      0.87      0.86      5000
         ch       0.73      0.73      0.73      5000
         de       0.83      0.78      0.81      5000
         lu       0.95      0.81      0.87      3768
         pl       0.95      0.97      0.96      3262
         pw       0.88      0.99      0.93      5000
         so       1.00      1.00      1.00      3845
         tl       0.77      0.81      0.79      4365

avg / total       0.86      0.86      0.86     35240

[[4353  271  138   27   16   73    0  122]
 [ 299 3630  332   69   49  219    0  402]
 [ 223  317 3896   24   31  144    0  365]
 [ 101  268   95 3043   19   98    0  144]
 [  10   43    8    3 3179    9    0   10]
 [   6   21    8    1    2 4949    0   13]
 [   0    0    0    0    0    0 3845    0]
 [  97  390  200   23   34  107    0 3514]]