| Default classification report: | |
| precision recall f1-score support | |
| F 0.7357 0.7960 0.7646 500 | |
| T 0.7778 0.7140 0.7445 500 | |
| accuracy 0.7550 1000 | |
| macro avg 0.7567 0.7550 0.7546 1000 | |
| weighted avg 0.7567 0.7550 0.7546 1000 | |
| ADJ | |
| Accuracy = 0.7065217391304348 | |
| Weighted Recall = 0.7065217391304348 | |
| Weighted Precision = 0.7081652472732706 | |
| Weighted F1 = 0.7070099976749593 | |
| Macro Recall = 0.7058332339258022 | |
| Macro Precision = 0.70446735395189 | |
| Macro F1 = 0.704812834224599 | |
| ADV | |
| Accuracy = 0.8666666666666667 | |
| Weighted Recall = 0.8666666666666667 | |
| Weighted Precision = 0.8658385093167702 | |
| Weighted F1 = 0.8613636363636362 | |
| Macro Recall = 0.8095238095238095 | |
| Macro Precision = 0.8633540372670807 | |
| Macro F1 = 0.8295454545454545 | |
| NOUN | |
| Accuracy = 0.7509727626459144 | |
| Weighted Recall = 0.7509727626459144 | |
| Weighted Precision = 0.7512000572655184 | |
| Weighted F1 = 0.7509840738394714 | |
| Macro Recall = 0.7510941498947497 | |
| Macro Precision = 0.7510485275191157 | |
| Macro F1 = 0.7509689922480619 | |
| VERB | |
| Accuracy = 0.7830882352941176 | |
| Weighted Recall = 0.7830882352941176 | |
| Weighted Precision = 0.7939975192204541 | |
| Weighted F1 = 0.7757165766093218 | |
| Macro Recall = 0.7614833195478357 | |
| Macro Precision = 0.8002786220871327 | |
| Macro F1 = 0.7672279999419811 | |