| precision recall f1-score support | |
| negative 0.95 0.95 0.95 1409 | |
| neutral 0.59 0.62 0.60 167 | |
| positive 0.95 0.96 0.96 1590 | |
| accuracy 0.93 3166 | |
| macro avg 0.83 0.84 0.84 3166 | |
| weighted avg 0.94 0.93 0.93 3166 | |
| Confusion matrix: | |
| [[1336 44 29] | |
| [ 21 103 43] | |
| [ 42 29 1519]] |