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Default classification report: |
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precision recall f1-score support |
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F 0.8401 0.7460 0.7903 500 |
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T 0.7716 0.8580 0.8125 500 |
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accuracy 0.8020 1000 |
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macro avg 0.8058 0.8020 0.8014 1000 |
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weighted avg 0.8058 0.8020 0.8014 1000 |
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ADJ |
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Accuracy = 0.7653061224489796 |
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Weighted Recall = 0.7653061224489796 |
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Weighted Precision = 0.7898926812104152 |
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Weighted F1 = 0.7637135656016242 |
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Macro Recall = 0.7746331236897275 |
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Macro Precision = 0.7823275862068966 |
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Macro F1 = 0.7646936005846121 |
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ADV |
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Accuracy = 0.9 |
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Weighted Recall = 0.9 |
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Weighted Precision = 0.9111111111111111 |
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Weighted F1 = 0.8862745098039216 |
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Macro Recall = 0.75 |
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Macro Precision = 0.9444444444444444 |
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Macro F1 = 0.803921568627451 |
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NOUN |
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Accuracy = 0.8016194331983806 |
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Weighted Recall = 0.8016194331983806 |
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Weighted Precision = 0.8058517969978864 |
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Weighted F1 = 0.8007367974063984 |
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Macro Recall = 0.8008524590163935 |
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Macro Precision = 0.8062750333778371 |
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Macro F1 = 0.8005602702480019 |
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VERB |
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Accuracy = 0.8090452261306532 |
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Weighted Recall = 0.8090452261306532 |
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Weighted Precision = 0.8102878637128836 |
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Weighted F1 = 0.8089294521108764 |
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Macro Recall = 0.809328989569917 |
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Macro Precision = 0.8100807574491785 |
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Macro F1 = 0.808968043450802 |
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