              precision    recall  f1-score   support

           0       1.00      0.85      0.92        13
           1       0.37      0.55      0.44       971
           2       0.10      0.11      0.10       486
           3       0.00      0.00      0.00         0
           4       0.00      0.00      0.00       465
           5       0.90      0.94      0.92       510
           6       0.00      0.00      0.00         0
           7       1.00      1.00      1.00       288
           8       0.00      0.00      0.00         0
           9       0.25      0.13      0.17       876
          10       0.46      0.48      0.47      1628
          11       0.03      0.01      0.01       446
          13       0.70      0.60      0.65      1224
          14       0.13      0.94      0.23        89
          15       0.88      1.00      0.94        74

    accuracy                           0.45      7070
   macro avg       0.39      0.44      0.39      7070
weighted avg       0.44      0.45      0.43      7070


Confusion Matrix:
[[ 11   0   0   0   0   0   2   0   0   0   0   0   0   0   0]
 [  0 536  28   0   0   0   0   0   0 154 253   0   0   0   0]
 [  0 150  53   0   0   0   0   0   0  16 157 109   0   1   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  0   0   0   9   0  48  82   0   2   0   0   0 303  21   0]
 [  0   0   0   0   0 481   0   0   3   0   0   0   8  18   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  0   0   0   0   0   0   0 288   0   0   0   0   0   0   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  0 318   1   0   0   0   0   0   0 116 435   0   4   2   0]
 [  0 396 246  15   6   1   1   0   1 134 788  30   3   7   0]
 [  0  41 209  34   2   0   0   0   0  38  92   4   0  16  10]
 [  0   0   0   0   0   0   0   0   0   0   0   0 740 484   0]
 [  0   0   0   0   2   3   0   0   0   0   0   0   0  84   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0  74]]

Test Accuracy: 44.91%