              precision    recall  f1-score   support

           0       1.00      0.58      0.73        33
           1       0.15      0.36      0.21       842
           2       0.01      0.01      0.01       560
           3       0.00      0.00      0.00         0
           4       0.00      0.00      0.00       465
           5       0.52      0.74      0.61       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       0.48      0.74      0.58       489
          10       0.22      0.03      0.06      1987
          11       0.00      0.00      0.00       403
          12       0.00      0.00      0.00         0
          13       0.70      0.85      0.77       914
          14       0.00      0.00      0.00       297
          15       0.56      1.00      0.72        19

    accuracy                           0.31      6557
   macro avg       0.29      0.33      0.29      6557
weighted avg       0.28      0.31      0.26      6557


Confusion Matrix:
[[  19    1    0    0    0    0    0    0    0   13    0    0    0    0
     0    0]
 [   0  306   71  190    0    0    0    0    0  239   36    0    0    0
     0    0]
 [   0   71    4  335   21    0    0    0    8    8   91   20    0    0
     0    2]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    0    9    0    0  104   26    0    0    2    1    0   14  309
     0    0]
 [   0    1    0    2    0  265    0    0   14    1    0    0    0    0
    75    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    2   51    0    5    0    0    0    0  361   15   52    0    0
     3    0]
 [   0 1623  254    0    0   14    0    0    0   25   63    0    5    0
     3    0]
 [   0   18   51  316    0    0    0    0    7    0    0    0    0    0
     0   11]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0    0]
 [   0    0    0    0    0    0    0    2    0   10   50    0   76  774
     0    2]
 [   0    0    0    0    0  130    0    0    4   90   37    0   12   24
     0    0]
 [   0    0    0    0    0    0    0    0    0    0    0    0    0    0
     0   19]]

Test Accuracy: 30.52%