              precision    recall  f1-score   support

           0       0.52      1.00      0.68        13
           1       0.14      0.21      0.17       842
           2       0.21      0.17      0.19       560
           3       0.00      0.00      0.00         0
           4       0.64      0.06      0.11       461
           5       0.93      0.83      0.88       642
           6       0.00      0.00      0.00         0
           7       0.91      1.00      0.95       190
           8       0.00      0.00      0.00         0
           9       0.00      0.00      0.00       906
          10       0.35      0.30      0.32      1616
          11       0.13      0.14      0.14       337
          12       0.00      0.00      0.00         0
          13       0.80      0.83      0.81      1224
          14       0.15      0.17      0.16       297
          15       0.08      0.53      0.15        19

    accuracy                           0.37      7107
   macro avg       0.30      0.33      0.28      7107
weighted avg       0.41      0.37      0.37      7107


Confusion Matrix:
[[  13    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   5  177    0  238    0   11    0    0    0  138  154   91    0    1
    27    0]
 [   0  233   96  118    0    0    0    0   19    0    0    2   23    0
    17   52]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    1    0    0   29    0   94    0   16    0    2    0   81  221
    17    0]
 [   0    3   14   15    8  534   19    0   41    0    0    0    0    3
     5    0]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    0    0    0    0    0    0  190    0    0    0    0    0    0
     0    0]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   4   10  100    0    0    6    0    0    0    0  706    0    5   14
    61    0]
 [   0  703  238   36    8   26    0    0   21   12  478   11   42    3
    25   13]
 [   0  143   11   38    0    0    0    0    2    0    0   47    0    0
    54   42]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   3    0    5    0    0    0    0   19    3    7   41   54    6 1012
    74    0]
 [   0    6    3   47    0    0    0    0    0    0    0  137   39   13
    51    1]
 [   0    0    0    0    0    0    0    0    0    0    0    9    0    0
     0   10]]

Test Accuracy: 37.10%