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Default classification report: |
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precision recall f1-score support |
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F 0.6050 0.6740 0.6377 500 |
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T 0.6321 0.5600 0.5938 500 |
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accuracy 0.6170 1000 |
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macro avg 0.6185 0.6170 0.6158 1000 |
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weighted avg 0.6185 0.6170 0.6158 1000 |
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ADJ |
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Accuracy = 0.532258064516129 |
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Weighted Recall = 0.532258064516129 |
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Weighted Precision = 0.5745007680491552 |
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Weighted F1 = 0.5362829625268115 |
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Macro Recall = 0.5493421052631579 |
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Macro Precision = 0.5476190476190476 |
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Macro F1 = 0.53116036505867 |
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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 = 0.8666666666666666 |
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Weighted F1 = 0.6333333333333333 |
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Macro Recall = 0.75 |
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Macro Precision = 0.6666666666666666 |
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Macro F1 = 0.5833333333333333 |
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NOUN |
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Accuracy = 0.6299638989169675 |
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Weighted Recall = 0.6299638989169675 |
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Weighted Precision = 0.6298372139778151 |
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Weighted F1 = 0.6298492264125135 |
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Macro Recall = 0.6294992175273866 |
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Macro Precision = 0.6296598550630019 |
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Macro F1 = 0.6295281434000424 |
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VERB |
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Accuracy = 0.6126373626373627 |
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Weighted Recall = 0.6126373626373627 |
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Weighted Precision = 0.6140917905623788 |
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Weighted F1 = 0.6082284632153951 |
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Macro Recall = 0.6092238878143134 |
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Macro Precision = 0.6143562320032908 |
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Macro F1 = 0.6066252270619524 |
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