| precision recall f1-score support | |
| negative 0.93 0.95 0.94 1409 | |
| neutral 0.64 0.43 0.51 167 | |
| positive 0.94 0.94 0.94 1590 | |
| accuracy 0.92 3166 | |
| macro avg 0.83 0.77 0.80 3166 | |
| weighted avg 0.92 0.92 0.92 3166 | |
| Confusion matrix: | |
| [[1345 22 42] | |
| [ 38 71 58] | |
| [ 70 18 1502]] |