| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.7357 0.7960 0.7646 500 |
| T 0.7778 0.7140 0.7445 500 |
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|
| accuracy 0.7550 1000 |
| macro avg 0.7567 0.7550 0.7546 1000 |
| weighted avg 0.7567 0.7550 0.7546 1000 |
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|
| 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 |
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