| Default classification report: | |
| precision recall f1-score support | |
| F 0.8849 0.8920 0.8884 500 | |
| T 0.8911 0.8840 0.8876 500 | |
| accuracy 0.8880 1000 | |
| macro avg 0.8880 0.8880 0.8880 1000 | |
| weighted avg 0.8880 0.8880 0.8880 1000 | |
| ADJ | |
| Accuracy = 0.8958333333333334 | |
| Weighted Recall = 0.8958333333333334 | |
| Weighted Precision = 0.8962836741317753 | |
| Weighted F1 = 0.8956665858193872 | |
| Macro Recall = 0.8943498452012384 | |
| Macro Precision = 0.8968841285296981 | |
| Macro F1 = 0.8952219257821974 | |
| ADV | |
| Accuracy = 0.8333333333333334 | |
| Weighted Recall = 0.8333333333333334 | |
| Weighted Precision = 0.8325358851674641 | |
| Weighted F1 = 0.8319623971797885 | |
| Macro Recall = 0.8194444444444444 | |
| Macro Precision = 0.8301435406698565 | |
| Macro F1 = 0.8237367802585194 | |
| NOUN | |
| Accuracy = 0.884469696969697 | |
| Weighted Recall = 0.884469696969697 | |
| Weighted Precision = 0.8844735559405106 | |
| Weighted F1 = 0.8844684537057419 | |
| Macro Recall = 0.8844608651983643 | |
| Macro Precision = 0.8844774149113241 | |
| Macro F1 = 0.8844659671778317 | |
| VERB | |
| Accuracy = 0.8959731543624161 | |
| Weighted Recall = 0.8959731543624161 | |
| Weighted Precision = 0.8964195526695528 | |
| Weighted F1 = 0.8959438605976638 | |
| Macro Recall = 0.8959731543624161 | |
| Macro Precision = 0.8964195526695526 | |
| Macro F1 = 0.895943860597664 | |