| precision recall f1-score support | |
| BEFORE 0.72 0.73 0.73 674 | |
| AFTER 0.61 0.77 0.68 437 | |
| EQUAL 0.37 0.37 0.37 106 | |
| VAGUE 0.42 0.23 0.29 268 | |
| accuracy 0.62 1485 | |
| macro avg 0.53 0.52 0.52 1485 | |
| weighted avg 0.61 0.62 0.61 1485 | |
| precision recall f1-score support | |
| BEFORE 0.87 0.76 0.81 772 | |
| AFTER 0.79 0.81 0.80 536 | |
| EQUAL 0.46 0.42 0.44 116 | |
| VAGUE 0.42 1.00 0.59 61 | |
| accuracy 0.76 1485 | |
| macro avg 0.63 0.75 0.66 1485 | |
| weighted avg 0.79 0.76 0.77 1485 | |