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Default classification report: |
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precision recall f1-score support |
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F 0.8841 0.9000 0.8920 500 |
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T 0.8982 0.8820 0.8900 500 |
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accuracy 0.8910 1000 |
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macro avg 0.8911 0.8910 0.8910 1000 |
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weighted avg 0.8911 0.8910 0.8910 1000 |
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ADJ |
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Accuracy = 0.8958333333333334 |
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Weighted Recall = 0.8958333333333334 |
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Weighted Precision = 0.8990881559022976 |
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Weighted F1 = 0.8953000828823559 |
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Macro Recall = 0.8928018575851393 |
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Macro Precision = 0.9009480545131345 |
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Macro F1 = 0.8946906537955244 |
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ADV |
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Accuracy = 0.7333333333333333 |
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Weighted Recall = 0.7333333333333333 |
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Weighted Precision = 0.7446428571428572 |
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Weighted F1 = 0.7357466063348416 |
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Macro Recall = 0.7361111111111112 |
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Macro Precision = 0.7276785714285714 |
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Macro F1 = 0.7285067873303168 |
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NOUN |
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Accuracy = 0.8996212121212122 |
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Weighted Recall = 0.8996212121212122 |
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Weighted Precision = 0.8996255059056384 |
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Weighted F1 = 0.8996201319082674 |
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Macro Recall = 0.8996125977473277 |
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Macro Precision = 0.8996297996900648 |
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Macro F1 = 0.8996179714823782 |
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VERB |
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Accuracy = 0.889261744966443 |
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Weighted Recall = 0.889261744966443 |
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Weighted Precision = 0.8943957648776926 |
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Weighted F1 = 0.8889001864090832 |
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Macro Recall = 0.889261744966443 |
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Macro Precision = 0.8943957648776926 |
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Macro F1 = 0.8889001864090833 |
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