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Default classification report: |
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precision recall f1-score support |
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F 0.8533 0.7560 0.8017 500 |
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T 0.7810 0.8700 0.8231 500 |
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accuracy 0.8130 1000 |
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macro avg 0.8171 0.8130 0.8124 1000 |
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weighted avg 0.8171 0.8130 0.8124 1000 |
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ADJ |
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Accuracy = 0.7554347826086957 |
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Weighted Recall = 0.7554347826086957 |
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Weighted Precision = 0.7572586357197342 |
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Weighted F1 = 0.7524385891869387 |
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Macro Recall = 0.7460932840271979 |
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Macro Precision = 0.7585213032581454 |
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Macro F1 = 0.7482900136798907 |
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ADV |
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Accuracy = 0.8333333333333334 |
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Weighted Recall = 0.8333333333333334 |
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Weighted Precision = 0.8653846153846154 |
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Weighted F1 = 0.8101472995090016 |
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Macro Recall = 0.7222222222222222 |
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Macro Precision = 0.9038461538461539 |
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Macro F1 = 0.7545008183306054 |
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NOUN |
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Accuracy = 0.7937743190661478 |
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Weighted Recall = 0.7937743190661478 |
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Weighted Precision = 0.7998856018417498 |
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Weighted F1 = 0.7923988516887349 |
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Macro Recall = 0.7925734102645647 |
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Macro Precision = 0.8005288947654974 |
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Macro F1 = 0.7921092796092797 |
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VERB |
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Accuracy = 0.8860294117647058 |
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Weighted Recall = 0.8860294117647058 |
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Weighted Precision = 0.8861698184666779 |
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Weighted F1 = 0.8860874839504073 |
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Macro Recall = 0.8842845326716294 |
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Macro Precision = 0.8835020911292097 |
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Macro F1 = 0.8838807408937548 |
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