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Default classification report: |
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precision recall f1-score support |
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F 0.8444 0.7600 0.8000 500 |
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T 0.7818 0.8600 0.8190 500 |
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accuracy 0.8100 1000 |
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macro avg 0.8131 0.8100 0.8095 1000 |
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weighted avg 0.8131 0.8100 0.8095 1000 |
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ADJ |
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Accuracy = 0.8043478260869565 |
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Weighted Recall = 0.8043478260869565 |
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Weighted Precision = 0.8043953202425369 |
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Weighted F1 = 0.8035012541806019 |
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Macro Recall = 0.7992365501610401 |
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Macro Precision = 0.8044665614759072 |
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Macro F1 = 0.8009615384615384 |
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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 = 0.7957059477487493 |
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Weighted F1 = 0.7861599854767033 |
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Macro Recall = 0.7865839807369043 |
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Macro Precision = 0.7964285714285715 |
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Macro F1 = 0.7858292398555018 |
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VERB |
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Accuracy = 0.8529411764705882 |
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Weighted Recall = 0.8529411764705882 |
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Weighted Precision = 0.8527098571358757 |
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Weighted F1 = 0.8527786446143445 |
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Macro Recall = 0.8489660876757651 |
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Macro Precision = 0.8505123234561063 |
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Macro F1 = 0.8496905393457118 |
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