| precision recall f1-score support | |
| negative 0.91 0.95 0.93 1409 | |
| neutral 0.64 0.35 0.46 167 | |
| positive 0.93 0.94 0.93 1590 | |
| accuracy 0.91 3166 | |
| macro avg 0.83 0.75 0.77 3166 | |
| weighted avg 0.90 0.91 0.91 3166 | |
| Confusion matrix: | |
| [[1339 14 56] | |
| [ 52 59 56] | |
| [ 84 19 1487]] |