              precision    recall  f1-score   support

           0       0.40      0.77      0.53        13
           1       0.25      0.12      0.17      1288
           2       0.05      0.08      0.07       486
           3       0.00      0.00      0.00         0
           4       0.00      0.00      0.00       465
           5       0.58      0.81      0.68       358
           6       0.00      0.00      0.00         0
           7       0.73      1.00      0.84       190
           8       0.00      0.00      0.00         0
           9       0.59      0.65      0.62       504
          10       0.60      0.52      0.56      1712
          11       0.00      0.00      0.00       446
          12       0.00      0.00      0.00         0
          13       0.66      0.93      0.77       712
          14       0.00      0.00      0.00       297
          15       0.39      1.00      0.56        74

    accuracy                           0.40      6545
   macro avg       0.27      0.37      0.30      6545
weighted avg       0.39      0.40      0.38      6545


Confusion Matrix:
[[ 10   0   0   0   0   0   0   3   0   0   0   0   0   0   0   0]
 [ 14 158 216 126  85   0   0   0   0  75 312 243   0   0  55   4]
 [  0  93  40   0   0   0   0   0   6  47 131 114  55   0   0   0]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  1   0   0   0   0  51  77   0   1   0   5   0  12 313   5   0]
 [  0   9   0  10   0 290   0   0   0   0   1   3   0   0  45   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  37   0   0  30   0   0   0   0 327  80   0   0   0  30   0]
 [  0 317 340   5   0   4   0  66   0  65 889   3  22   1   0   0]
 [  0   0 109  76  95   0   0   0   0   0  40   0   0   0  27  99]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0   0]
 [  0   7  33   0   0   2   0   2   0   0   0   2   0 659   1   6]
 [  0   0   3   0   0 154   0   0   0  40  24  34   0  33   0   9]
 [  0   0   0   0   0   0   0   0   0   0   0   0   0   0   0  74]]

Test Accuracy: 40.29%