              precision    recall  f1-score   support

           0       1.00      0.77      0.87        13
           1       0.34      0.62      0.44       965
           2       0.37      0.10      0.15       614
           3       0.00      0.00      0.00         0
           4       0.00      0.00      0.00       165
           5       0.84      0.94      0.89       358
           6       0.00      0.00      0.00         0
           7       0.99      1.00      0.99       190
           8       0.00      0.00      0.00         0
           9       0.00      0.01      0.00       231
          10       0.29      0.05      0.09      2341
          11       0.00      0.00      0.00       446
          12       0.00      0.00      0.00         0
          13       1.00      0.12      0.22      1224
          14       0.22      0.71      0.34        89
          15       0.19      0.89      0.32        19

    accuracy                           0.23      6655
   macro avg       0.33      0.33      0.27      6655
weighted avg       0.45      0.23      0.23      6655


Confusion Matrix:
[[  10    0    0    0    0    0    3    0    0    0    0    0    0    0
     0    0]
 [   0  594    0   98    0    0    0    0    0  175   98    0    0    0
     0    0]
 [   0   62   59   32    0    0    0    0    2  290   36   19   84    0
    16   14]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    0    0   18    0   29   83    0    1    2    6    0   26    0
     0    0]
 [   0   17    0    5    0  336    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    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]
 [   0   38    0   60    0    0    0    0    0    2  129    0    0    0
     2    0]
 [   0  835  101    0    0   26    0    0   10 1199  118    0   45    0
     7    0]
 [   0  213    0  141    0    0    0    0    0   27    0    0    0    0
     8   57]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    0    0    0  855   10    0    2    3    9    7    0    0  152
   186    0]
 [   0    0    0    9    0    0    0    0    0   11    6    0    0    0
    63    0]
 [   0    0    0    0    0    0    0    0    0    2    0    0    0    0
     0   17]]

Test Accuracy: 23.16%