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Default classification report: |
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precision recall f1-score support |
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F 0.5607 0.5540 0.5573 500 |
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T 0.5593 0.5660 0.5626 500 |
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accuracy 0.5600 1000 |
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macro avg 0.5600 0.5600 0.5600 1000 |
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weighted avg 0.5600 0.5600 0.5600 1000 |
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ADJ |
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Accuracy = 0.5806451612903226 |
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Weighted Recall = 0.5806451612903226 |
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Weighted Precision = 0.6104838709677418 |
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Weighted F1 = 0.5859311466522094 |
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Macro Recall = 0.5888157894736843 |
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Macro Precision = 0.584375 |
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Macro F1 = 0.5766806722689076 |
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ADV |
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Accuracy = 0.6 |
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Weighted Recall = 0.6 |
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Weighted Precision = 0.78 |
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Weighted F1 = 0.6395604395604395 |
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Macro Recall = 0.65625 |
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Macro Precision = 0.6 |
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Macro F1 = 0.5604395604395604 |
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NOUN |
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Accuracy = 0.5487364620938628 |
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Weighted Recall = 0.5487364620938628 |
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Weighted Precision = 0.5512495487841089 |
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Weighted F1 = 0.5473930125065729 |
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Macro Recall = 0.5501825769431403 |
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Macro Precision = 0.5507866117622215 |
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Macro F1 = 0.5478879676176797 |
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VERB |
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Accuracy = 0.5714285714285714 |
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Weighted Recall = 0.5714285714285714 |
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Weighted Precision = 0.5707175336645657 |
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Weighted F1 = 0.5696699422040619 |
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Macro Recall = 0.5693302707930368 |
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Macro Precision = 0.5704805210765638 |
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Macro F1 = 0.5684975227210554 |
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