| precision recall f1-score support | |
| negative 0.87 0.93 0.90 1409 | |
| neutral 0.37 0.26 0.31 167 | |
| positive 0.92 0.89 0.91 1590 | |
| accuracy 0.87 3166 | |
| macro avg 0.72 0.69 0.70 3166 | |
| weighted avg 0.87 0.87 0.87 3166 | |
| Confusion matrix: | |
| [[1311 30 68] | |
| [ 72 44 51] | |
| [ 130 46 1414]] |