| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.5712 0.6660 0.6150 500 |
| T 0.5995 0.5000 0.5453 500 |
|
|
| accuracy 0.5830 1000 |
| macro avg 0.5854 0.5830 0.5801 1000 |
| weighted avg 0.5854 0.5830 0.5801 1000 |
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|
|
| ADJ |
| Accuracy = 0.5483870967741935 |
| Weighted Recall = 0.5483870967741935 |
| Weighted Precision = 0.6073146576117713 |
| Weighted F1 = 0.5483870967741935 |
| Macro Recall = 0.5778508771929824 |
| Macro Precision = 0.5778508771929824 |
| Macro F1 = 0.5483870967741936 |
| ADV |
| Accuracy = 0.5 |
| Weighted Recall = 0.5 |
| Weighted Precision = 0.75 |
| Weighted F1 = 0.5416666666666667 |
| Macro Recall = 0.59375 |
| Macro Precision = 0.5625 |
| Macro F1 = 0.4791666666666667 |
| NOUN |
| Accuracy = 0.6046931407942239 |
| Weighted Recall = 0.6046931407942239 |
| Weighted Precision = 0.6045359160498299 |
| Weighted F1 = 0.6037426694309314 |
| Macro Recall = 0.6034820031298904 |
| Macro Precision = 0.6044835078016986 |
| Macro F1 = 0.6031090218554029 |
| VERB |
| Accuracy = 0.5604395604395604 |
| Weighted Recall = 0.5604395604395604 |
| Weighted Precision = 0.5601560462241577 |
| Weighted F1 = 0.5533953226260918 |
| Macro Recall = 0.5563346228239845 |
| Macro Precision = 0.5601135190918473 |
| Macro F1 = 0.5512820512820512 |
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