| 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 |
|
|
