| Default classification report: | |
| precision recall f1-score support | |
| F 0.7548 0.7020 0.7275 500 | |
| T 0.7215 0.7720 0.7459 500 | |
| accuracy 0.7370 1000 | |
| macro avg 0.7382 0.7370 0.7367 1000 | |
| weighted avg 0.7382 0.7370 0.7367 1000 | |
| ADJ | |
| Accuracy = 0.6793478260869565 | |
| Weighted Recall = 0.6793478260869565 | |
| Weighted Precision = 0.6805665896287737 | |
| Weighted F1 = 0.6797768751139283 | |
| Macro Recall = 0.6778599546701658 | |
| Macro Precision = 0.6769102990033222 | |
| Macro F1 = 0.6772025809520978 | |
| ADV | |
| Accuracy = 0.8666666666666667 | |
| Weighted Recall = 0.8666666666666667 | |
| Weighted Precision = 0.888 | |
| Weighted F1 = 0.853416149068323 | |
| Macro Recall = 0.7777777777777778 | |
| Macro Precision = 0.9199999999999999 | |
| Macro F1 = 0.813664596273292 | |
| NOUN | |
| Accuracy = 0.7315175097276264 | |
| Weighted Recall = 0.7315175097276264 | |
| Weighted Precision = 0.7384490156895385 | |
| Weighted F1 = 0.7289650353482765 | |
| Macro Recall = 0.7300592128178335 | |
| Macro Precision = 0.7390517553384003 | |
| Macro F1 = 0.7285211267605634 | |
| VERB | |
| Accuracy = 0.7720588235294118 | |
| Weighted Recall = 0.7720588235294118 | |
| Weighted Precision = 0.7713291903587782 | |
| Weighted F1 = 0.7701456023067276 | |
| Macro Recall = 0.7612351805900193 | |
| Macro Precision = 0.7701739378386085 | |
| Macro F1 = 0.7640870684348945 | |