              precision    recall  f1-score   support

           0       0.09      0.69      0.16        13
           1       0.45      0.50      0.47       862
           2       0.52      0.33      0.40       486
           3       0.00      0.00      0.00         0
           4       0.00      0.00      0.00       465
           5       0.97      0.28      0.44       680
           6       0.00      0.00      0.00         0
           7       0.52      1.00      0.69       190
           8       0.00      0.00      0.00         0
           9       0.25      0.03      0.05       906
          10       0.45      0.63      0.52      1628
          11       0.43      0.13      0.20       403
          12       0.00      0.00      0.00         0
          13       0.64      0.99      0.78       945
          14       0.27      0.18      0.21       297
          15       0.54      0.96      0.69        74

    accuracy                           0.45      6949
   macro avg       0.32      0.36      0.29      6949
weighted avg       0.47      0.45      0.41      6949


Confusion Matrix:
[[   9    0    0    0    0    0    0    4    0    0    0    0    0    0
     0    0]
 [   3  432    8    0    0    2    1    4    0   26  375   11    0    0
     0    0]
 [  10   30  158    0    0    0    0    0   20    0  198    0   66    4
     0    0]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   5    0    0    0    0    2   59   64    0    0    0    0   17  318
     0    0]
 [  19    6    0    0    0  193  241   17    1    0   40    0    0   26
   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  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]
 [  28  142    2    0    0    0    0    0    1   24  649   58    0    0
     2    0]
 [  28  350   50    0    0    2    0   85    4   46 1024    0   35    4
     0    0]
 [   0    0   84  179    0    0    0    0   17    0    0   54    0    8
     0   61]
 [   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    6    0    0  939
     0    0]
 [   0    0    0    0    0    0   75    0    1    0    3    0    0  166
    52    0]
 [   0    0    0    0    0    0    0    0    0    0    0    3    0    0
     0   71]]

Test Accuracy: 45.27%