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Default classification report: |
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precision recall f1-score support |
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F 0.8075 0.7720 0.7894 500 |
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T 0.7816 0.8160 0.7984 500 |
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accuracy 0.7940 1000 |
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macro avg 0.7946 0.7940 0.7939 1000 |
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weighted avg 0.7946 0.7940 0.7939 1000 |
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ADJ |
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Accuracy = 0.7336956521739131 |
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Weighted Recall = 0.7336956521739131 |
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Weighted Precision = 0.7401544351937506 |
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Weighted F1 = 0.7343021962264054 |
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Macro Recall = 0.7370273171895503 |
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Macro Precision = 0.734869976359338 |
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Macro F1 = 0.7333096695950543 |
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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 = 0.8333333333333334 |
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Weighted F1 = 0.8222222222222223 |
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Macro Recall = 0.753968253968254 |
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Macro Precision = 0.8333333333333334 |
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Macro F1 = 0.7777777777777779 |
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NOUN |
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Accuracy = 0.7879377431906615 |
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Weighted Recall = 0.7879377431906615 |
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Weighted Precision = 0.793574108409718 |
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Weighted F1 = 0.7865909746404117 |
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Macro Recall = 0.7867657080550634 |
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Macro Precision = 0.7941834451901566 |
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Macro F1 = 0.7862997814403576 |
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VERB |
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Accuracy = 0.8419117647058824 |
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Weighted Recall = 0.8419117647058824 |
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Weighted Precision = 0.841672030765168 |
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Weighted F1 = 0.8412197346037734 |
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Macro Recall = 0.8350978770333609 |
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Macro Precision = 0.8410213243546576 |
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Macro F1 = 0.8374629997637543 |
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