| Default classification report: | |
| precision recall f1-score support | |
| F 0.8571 0.8880 0.8723 500 | |
| T 0.8838 0.8520 0.8676 500 | |
| accuracy 0.8700 1000 | |
| macro avg 0.8705 0.8700 0.8700 1000 | |
| weighted avg 0.8705 0.8700 0.8700 1000 | |
| ADJ | |
| Accuracy = 0.8333333333333334 | |
| Weighted Recall = 0.8333333333333334 | |
| Weighted Precision = 0.8338481338481338 | |
| Weighted F1 = 0.8334299516908213 | |
| Macro Recall = 0.8335913312693499 | |
| Macro Precision = 0.8328185328185328 | |
| Macro F1 = 0.8330434782608697 | |
| ADV | |
| Accuracy = 0.7666666666666667 | |
| Weighted Recall = 0.7666666666666667 | |
| Weighted Precision = 0.7645933014354066 | |
| Weighted F1 = 0.7647473560517039 | |
| Macro Recall = 0.75 | |
| Macro Precision = 0.7583732057416268 | |
| Macro F1 = 0.7532314923619272 | |
| NOUN | |
| Accuracy = 0.8693181818181818 | |
| Weighted Recall = 0.8693181818181818 | |
| Weighted Precision = 0.8694413449742907 | |
| Weighted F1 = 0.8693017724557538 | |
| Macro Recall = 0.8692804361862401 | |
| Macro Precision = 0.8694659776055125 | |
| Macro F1 = 0.8692952087107826 | |
| VERB | |
| Accuracy = 0.8993288590604027 | |
| Weighted Recall = 0.8993288590604027 | |
| Weighted Precision = 0.9011356952174109 | |
| Weighted F1 = 0.8992153679653679 | |
| Macro Recall = 0.8993288590604027 | |
| Macro Precision = 0.901135695217411 | |
| Macro F1 = 0.8992153679653679 | |