              precision    recall  f1-score   support

           0       0.65      0.33      0.44        33
           1       0.39      0.68      0.49       991
           2       0.44      0.23      0.30       614
           3       0.00      0.00      0.00         0
           4       0.93      0.12      0.22       417
           5       0.91      0.75      0.82       642
           6       0.00      0.00      0.00         0
           7       0.93      1.00      0.96       288
           8       0.00      0.00      0.00         0
           9       0.23      0.78      0.36       504
          10       0.67      0.14      0.23      2398
          11       0.27      0.42      0.33       337
          12       0.00      0.00      0.00         0
          13       0.76      0.82      0.79      1224
          14       0.13      0.65      0.21        89
          15       0.47      0.95      0.63        19

    accuracy                           0.47      7556
   macro avg       0.42      0.43      0.36      7556
weighted avg       0.62      0.47      0.45      7556


Confusion Matrix:
[[  11    3    0    0    0    0    5   10    0    3    0    1    0    0
     0    0]
 [   0  674    0    0    0    0    0   12    0  144   54  107    0    0
     0    0]
 [   0  184  142   20    0    0    0    0    2   75   61  128    0    0
     0    2]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   1    2    0    9   52    9    1    0    1    0    0    7    0  288
    47    0]
 [   0    0    0    0    3  479    0    0    0    0    0    1    1   21
   137    0]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    0    0    0    0    0    0  288    0    0    0    0    0    0
     0    0]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0   83    0    0    0    0    0    0    0  393   14   12    2    0
     0    0]
 [   0  765   63   40    1    0    0    0    0 1069  329  116    2    0
     0   13]
 [   0   32  115    7    0    0    0    0    0    0   36  141    0    0
     1    5]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   5    0    0    0    0   12    0    0    0    0    0    0    0  998
   209    0]
 [   0    3    0    0    0   24    0    0    0    0    0    3    1    0
    58    0]
 [   0    0    0    0    0    0    0    0    0    0    0    1    0    0
     0   18]]

Test Accuracy: 47.42%