TRAIN: cc
TEST: twitter
CROSS_TEST: True
eng twitter unigrams
             precision    recall  f1-score   support

         au       1.00      0.00      0.00      5000
         ca       0.90      0.27      0.42      5000
         ch       1.00      0.11      0.20      3154
         ie       0.94      0.86      0.90      5000
         in       0.75      1.00      0.86      5000
         my       0.60      1.00      0.75      3255
         ng       0.40      1.00      0.57      5000
         nz       0.38      0.95      0.54      5000
         ph       0.97      0.87      0.92      3537
         pk       0.99      0.72      0.83      5000
         pt       0.00      0.00      0.00      4262
         uk       0.98      0.05      0.10      5000
         us       0.38      0.93      0.54      5000
         za       0.99      0.17      0.28      5000

avg / total       0.73      0.57      0.49     64208

[[  11   30    0   43   72  481  222 2082   17   12   24    1 2005    0]
 [   0 1373    0   13   57  205  189 1542   16    9   42    2 1551    1]
 [   0   61  353   11   96  464  579  737   52   17  236    1  538    9]
 [   0    7    0 4312    3   55   15  373    0    0    9    1  225    0]
 [   0    0    0    0 5000    0    0    0    0    0    0    0    0    0]
 [   0    0    0    0    0 3243    3    1    0    0    0    0    8    0]
 [   0    0    0    0    0    0 4998    0    0    0    0    0    2    0]
 [   0    2    0    3    1   35    1 4770    0    0    1    0  187    0]
 [   0    2    1    0   10  167   63   12 3093    0    2    0  187    0]
 [   0    0    0    1 1302    7   75    0    1 3598    0    0   16    0]
 [   0    0    0    0    0    0 4260    0    0    0    0    0    2    0]
 [   0   39    0  186   31  392  223 2804    4    0   44  251 1024    2]
 [   0   16    0    1   17   41  109  166    9    0    3    0 4638    0]
 [   0    3    0    5   53  299 1906   73    5    1    5    0 1825  825]]