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Default classification report: |
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precision recall f1-score support |
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F 0.9156 0.8680 0.8912 500 |
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T 0.8745 0.9200 0.8967 500 |
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accuracy 0.8940 1000 |
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macro avg 0.8951 0.8940 0.8939 1000 |
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weighted avg 0.8951 0.8940 0.8939 1000 |
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ADJ |
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Accuracy = 0.875 |
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Weighted Recall = 0.875 |
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Weighted Precision = 0.8815156375300722 |
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Weighted F1 = 0.8738977072310407 |
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Macro Recall = 0.8707430340557275 |
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Macro Precision = 0.884121892542101 |
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Macro F1 = 0.873015873015873 |
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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 = 0.7642857142857142 |
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Weighted F1 = 0.7357142857142857 |
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Macro Recall = 0.75 |
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Macro Precision = 0.7410714285714286 |
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Macro F1 = 0.7321428571428572 |
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NOUN |
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Accuracy = 0.9071969696969697 |
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Weighted Recall = 0.9071969696969697 |
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Weighted Precision = 0.9079195926446487 |
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Weighted F1 = 0.9071640044974563 |
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Macro Recall = 0.907274553411292 |
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Macro Precision = 0.9078538996494052 |
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Macro F1 = 0.9071699981700951 |
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VERB |
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Accuracy = 0.8959731543624161 |
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Weighted Recall = 0.8959731543624161 |
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Weighted Precision = 0.895990990990991 |
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Weighted F1 = 0.8959719829285047 |
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Macro Recall = 0.8959731543624161 |
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Macro Precision = 0.895990990990991 |
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Macro F1 = 0.8959719829285047 |
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