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Default classification report: |
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precision recall f1-score support |
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F 0.6245 0.6320 0.6282 500 |
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T 0.6275 0.6200 0.6237 500 |
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accuracy 0.6260 1000 |
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macro avg 0.6260 0.6260 0.6260 1000 |
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weighted avg 0.6260 0.6260 0.6260 1000 |
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ADJ |
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Accuracy = 0.5645161290322581 |
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Weighted Recall = 0.5645161290322581 |
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Weighted Precision = 0.6191455972101134 |
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Weighted F1 = 0.5659892724937674 |
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Macro Recall = 0.5910087719298246 |
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Macro Precision = 0.5897297297297297 |
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Macro F1 = 0.5644028103044496 |
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ADV |
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Accuracy = 0.7 |
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Weighted Recall = 0.7 |
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Weighted Precision = 0.8800000000000001 |
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Weighted F1 = 0.7296703296703297 |
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Macro Recall = 0.8125 |
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Macro Precision = 0.7 |
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Macro F1 = 0.6703296703296704 |
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NOUN |
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Accuracy = 0.628158844765343 |
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Weighted Recall = 0.628158844765343 |
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Weighted Precision = 0.6309777120497468 |
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Weighted F1 = 0.627460259983564 |
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Macro Recall = 0.6293818466353678 |
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Macro Precision = 0.6303610848312835 |
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Macro F1 = 0.6277658908255923 |
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VERB |
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Accuracy = 0.6291208791208791 |
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Weighted Recall = 0.6291208791208791 |
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Weighted Precision = 0.6292541883790845 |
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Weighted F1 = 0.6274601211310071 |
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Macro Recall = 0.6269946808510638 |
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Macro Precision = 0.6292962860395704 |
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Macro F1 = 0.6264112213479301 |
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