| precision recall f1-score support | |
| negative 0.91 0.96 0.94 1409 | |
| neutral 0.56 0.42 0.48 167 | |
| positive 0.95 0.93 0.94 1590 | |
| accuracy 0.92 3166 | |
| macro avg 0.81 0.77 0.78 3166 | |
| weighted avg 0.91 0.92 0.91 3166 | |
| Confusion matrix: | |
| [[1350 21 38] | |
| [ 53 70 44] | |
| [ 75 34 1481]] |