| precision recall f1-score support | |
| negative 0.81 0.89 0.85 1409 | |
| neutral 0.49 0.25 0.33 167 | |
| positive 0.89 0.85 0.87 1590 | |
| accuracy 0.84 3166 | |
| macro avg 0.73 0.66 0.68 3166 | |
| weighted avg 0.83 0.84 0.83 3166 | |
| Confusion matrix: | |
| [[1261 21 127] | |
| [ 79 41 47] | |
| [ 213 22 1355]] |