| ``` | |
| precision recall f1-score support | |
| 0 0.99 0.99 0.99 47903344 | |
| . 0.94 0.95 0.95 2798780 | |
| , 0.85 0.84 0.85 3451618 | |
| ? 0.88 0.85 0.87 88876 | |
| - 0.61 0.32 0.42 157863 | |
| : 0.72 0.52 0.60 103789 | |
| accuracy 0.98 54504270 | |
| macro avg 0.83 0.75 0.78 54504270 | |
| weighted avg 0.98 0.98 0.98 54504270 | |
| ``` |