              precision    recall  f1-score   support

           0       1.00      0.70      0.82        33
           1       0.32      0.56      0.41       971
           2       0.00      0.00      0.00       486
           3       0.00      0.00      0.00         0
           4       0.18      0.06      0.09       461
           5       0.88      0.87      0.87       358
           6       0.00      0.00      0.00         0
           7       0.78      1.00      0.88       190
           8       0.00      0.00      0.00         0
           9       0.25      0.58      0.35       579
          10       0.32      0.06      0.11      2398
          11       0.00      0.00      0.00       446
          12       0.00      0.00      0.00         0
          13       0.61      0.71      0.66       712
          14       0.00      0.00      0.00        89
          15       0.22      1.00      0.37        19

    accuracy                           0.31      6742
   macro avg       0.29      0.35      0.28      6742
weighted avg       0.33      0.31      0.28      6742


Confusion Matrix:
[[ 23   7   0   0   0   0   0   0   0   3   0   0   0   0   0   0]
 [  0 544 158  29   0   0   0   0   0 177  51   0   0   1   1  10]
 [  0 100   0   0  78   0   0   0   7   0  60 181  49   9   2   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  0   0  18   0  27   0  91   0   1   0   0   0   0 308  16   0]
 [  0  31   0   9   0 311   0   0   6   0   0   1   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  33  70   0   0   0   0   0   0 337 121   0   0   0  18   0]
 [  0 994 240   0  40  19   2  50  18 841 152   9  25   2   6   0]
 [  0   0 238   5   0   0   0   0   0   0  73   0   0   0  74  56]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  0   0   9   0   1  25   0   3   0   2  17   0   0 504 151   0]
 [  0   0  75  10   0   0   0   0   0   0   4   0   0   0   0   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  19]]

Test Accuracy: 31.25%