| Default classification report: | |
| precision recall f1-score support | |
| F 0.8798 0.9080 0.8937 500 | |
| T 0.9050 0.8760 0.8902 500 | |
| accuracy 0.8920 1000 | |
| macro avg 0.8924 0.8920 0.8920 1000 | |
| weighted avg 0.8924 0.8920 0.8920 1000 | |
| ADJ | |
| Accuracy = 0.8819444444444444 | |
| Weighted Recall = 0.8819444444444444 | |
| Weighted Precision = 0.882109500805153 | |
| Weighted F1 = 0.8819843917006387 | |
| Macro Recall = 0.8819659442724458 | |
| Macro Precision = 0.8814492753623189 | |
| Macro F1 = 0.8816648136510852 | |
| ADV | |
| Accuracy = 0.7333333333333333 | |
| Weighted Recall = 0.7333333333333333 | |
| Weighted Precision = 0.7944444444444445 | |
| Weighted F1 = 0.7333333333333333 | |
| Macro Recall = 0.7638888888888888 | |
| Macro Precision = 0.7638888888888888 | |
| Macro F1 = 0.7333333333333334 | |
| NOUN | |
| Accuracy = 0.8882575757575758 | |
| Weighted Recall = 0.8882575757575758 | |
| Weighted Precision = 0.8889153569860092 | |
| Weighted F1 = 0.8882002236169277 | |
| Macro Recall = 0.8881770571777028 | |
| Macro Precision = 0.8889751552795031 | |
| Macro F1 = 0.8881897959549916 | |
| VERB | |
| Accuracy = 0.9194630872483222 | |
| Weighted Recall = 0.9194630872483222 | |
| Weighted Precision = 0.9213610243880368 | |
| Weighted F1 = 0.9193722943722944 | |
| Macro Recall = 0.9194630872483222 | |
| Macro Precision = 0.9213610243880368 | |
| Macro F1 = 0.9193722943722944 | |