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Default classification report: |
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precision recall f1-score support |
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F 0.8012 0.7820 0.7915 500 |
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T 0.7871 0.8060 0.7964 500 |
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accuracy 0.7940 1000 |
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macro avg 0.7942 0.7940 0.7940 1000 |
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weighted avg 0.7942 0.7940 0.7940 1000 |
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ADJ |
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Accuracy = 0.7755102040816326 |
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Weighted Recall = 0.7755102040816326 |
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Weighted Precision = 0.776719198317625 |
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Weighted F1 = 0.7757917548290219 |
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Macro Recall = 0.7756813417190775 |
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Macro Precision = 0.7743012098456403 |
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Macro F1 = 0.7746655518394648 |
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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 = 0.7166666666666667 |
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Weighted F1 = 0.6380952380952382 |
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Macro Recall = 0.5625 |
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Macro Precision = 0.5416666666666667 |
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Macro F1 = 0.5238095238095238 |
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NOUN |
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Accuracy = 0.7975708502024291 |
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Weighted Recall = 0.7975708502024291 |
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Weighted Precision = 0.7981559178688616 |
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Weighted F1 = 0.7973914388629947 |
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Macro Recall = 0.7972459016393443 |
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Macro Precision = 0.7983021847854699 |
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Macro F1 = 0.7973017331932772 |
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VERB |
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Accuracy = 0.7989949748743719 |
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Weighted Recall = 0.7989949748743719 |
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Weighted Precision = 0.7989949748743719 |
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Weighted F1 = 0.7989949748743719 |
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Macro Recall = 0.798974669798217 |
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Macro Precision = 0.798974669798217 |
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Macro F1 = 0.798974669798217 |
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