| Default classification report: |
| precision recall f1-score support |
|
|
| F 0.7231 0.7520 0.7373 500 |
| T 0.7417 0.7120 0.7265 500 |
|
|
| accuracy 0.7320 1000 |
| macro avg 0.7324 0.7320 0.7319 1000 |
| weighted avg 0.7324 0.7320 0.7319 1000 |
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|
|
|
| ADJ |
| Accuracy = 0.7551020408163265 |
| Weighted Recall = 0.7551020408163265 |
| Weighted Precision = 0.7563450912279805 |
| Weighted F1 = 0.7554091870862056 |
| Macro Recall = 0.7551362683438155 |
| Macro Precision = 0.7538589904046725 |
| Macro F1 = 0.754180602006689 |
| ADV |
| Accuracy = 0.8 |
| Weighted Recall = 0.8 |
| Weighted Precision = 0.8 |
| Weighted F1 = 0.8 |
| Macro Recall = 0.6875 |
| Macro Precision = 0.6875 |
| Macro F1 = 0.6875 |
| NOUN |
| Accuracy = 0.728744939271255 |
| Weighted Recall = 0.728744939271255 |
| Weighted Precision = 0.7400205689679374 |
| Weighted F1 = 0.7260628869181501 |
| Macro Recall = 0.729983606557377 |
| Macro Precision = 0.7393700518700519 |
| Macro F1 = 0.7263723544973545 |
| VERB |
| Accuracy = 0.7286432160804021 |
| Weighted Recall = 0.7286432160804021 |
| Weighted Precision = 0.7343639132364815 |
| Weighted F1 = 0.727301296500763 |
| Macro Recall = 0.7293734373816199 |
| Macro Precision = 0.7339825334260761 |
| Macro F1 = 0.7274802191113815 |
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