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Default classification report: |
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precision recall f1-score support |
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F 0.6122 0.6220 0.6171 500 |
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T 0.6159 0.6060 0.6109 500 |
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accuracy 0.6140 1000 |
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macro avg 0.6140 0.6140 0.6140 1000 |
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weighted avg 0.6140 0.6140 0.6140 1000 |
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ADJ |
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Accuracy = 0.6129032258064516 |
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Weighted Recall = 0.6129032258064516 |
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Weighted Precision = 0.6532258064516129 |
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Weighted F1 = 0.6169481241783799 |
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Macro Recall = 0.6304824561403509 |
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Macro Precision = 0.625 |
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Macro F1 = 0.6112852664576802 |
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ADV |
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Accuracy = 0.55 |
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Weighted Recall = 0.55 |
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Weighted Precision = 0.8615384615384615 |
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Weighted F1 = 0.581074168797954 |
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Macro Recall = 0.71875 |
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Macro Precision = 0.6538461538461539 |
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Macro F1 = 0.5396419437340154 |
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NOUN |
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Accuracy = 0.6155234657039711 |
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Weighted Recall = 0.6155234657039711 |
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Weighted Precision = 0.6175788138872322 |
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Weighted F1 = 0.6150835224819089 |
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Macro Recall = 0.616510172143975 |
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Macro Precision = 0.6170459458397202 |
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Macro F1 = 0.6153116411896449 |
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VERB |
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Accuracy = 0.6153846153846154 |
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Weighted Recall = 0.6153846153846154 |
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Weighted Precision = 0.615158371040724 |
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Weighted F1 = 0.6140763997906855 |
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Macro Recall = 0.6135154738878144 |
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Macro Precision = 0.6150735294117647 |
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Macro F1 = 0.613095238095238 |
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