Starting unigrams and cc
(36000, 30000) 36000
{'C': 0.001, 'loss': 'squared_hinge'}
rus cc unigrams
              precision    recall  f1-score   support

          az       1.00      1.00      1.00      5000
          bg       1.00      1.00      1.00      2401
          by       1.00      1.00      1.00      4777
          ec       1.00      1.00      1.00      5000
          ee       1.00      1.00      1.00      5000
          ge       1.00      1.00      1.00      4123
          ht       1.00      1.00      1.00      5000
          kg       1.00      1.00      1.00      5000
          kz       1.00      0.99      0.99      5000
          lt       1.00      1.00      1.00      5000
          lv       1.00      1.00      1.00      5000
          md       1.00      1.00      1.00      5000
          pw       1.00      1.00      1.00      2888
          ru       0.98      0.98      0.98      5000
          si       1.00      1.00      1.00      2339
          so       1.00      1.00      1.00      3397
          tj       1.00      1.00      1.00      5000
          ua       0.99      1.00      0.99      5000
          uz       0.99      0.99      0.99      5000

   micro avg       1.00      1.00      1.00     84925
   macro avg       1.00      1.00      1.00     84925
weighted avg       1.00      1.00      1.00     84925

[[4987    0    0    0    0    1    0    0    0    1    1    0    0    0
     0    3    2    1    4]
 [   0 2401    0    0    0    0    0    0    0    0    0    0    0    0
     0    0    0    0    0]
 [   0    0 4764    0    0    1    0    0    0    1    0    0    1    9
     0    0    0    1    0]
 [   0    0    0 5000    0    0    0    0    0    0    0    0    0    0
     0    0    0    0    0]
 [   1    0    0    0 4988    0    0    0    0    0    5    0    0    4
     0    2    0    0    0]
 [   1    0    0    0    0 4121    0    0    0    0    0    0    0    1
     0    0    0    0    0]
 [   0    0    0    0    0    0 5000    0    0    0    0    0    0    0
     0    0    0    0    0]
 [   0    0    0    0    0    0    0 4998    0    1    0    0    0    0
     0    0    0    1    0]
 [   1    0    1    1    3    0    0    1 4933    1    4    0    0   33
     0    1    0    3   18]
 [   0    0    0    1    2    1    0    0    1 4988    3    0    0    1
     0    0    0    3    0]
 [   0    0    0    0    3    0    0    0    0    6 4982    2    0    4
     0    0    1    1    1]
 [   0    0    0    0    0    0    0    0    0    0    0 4996    0    2
     0    0    0    2    0]
 [   0    0    0    1    0    0    0    0    0    0    0    0 2881    5
     0    0    0    0    1]
 [   2    0    7    6    5    1    0    1   12    5    8    2    0 4917
     1    4    1   18   10]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
  2339    0    0    0    0]
 [   1    0    0    6    0    0    0    0    0    0    1    0    0    2
     0 3384    0    0    3]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0 4999    0    1]
 [   0    0    2    0    0    0    0    0    0    3    0    0    1   11
     0    2    0 4978    3]
 [   1    0    1    1    1    0    0    0    3    1    1    0    0   16
     0    2    1    3 4969]]