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Default classification report: |
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precision recall f1-score support |
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F 0.7296 0.6960 0.7124 500 |
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T 0.7094 0.7420 0.7253 500 |
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accuracy 0.7190 1000 |
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macro avg 0.7195 0.7190 0.7189 1000 |
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weighted avg 0.7195 0.7190 0.7189 1000 |
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ADJ |
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Accuracy = 0.7 |
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Weighted Recall = 0.7 |
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Weighted Precision = 0.7241071428571428 |
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Weighted F1 = 0.7051428571428572 |
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Macro Recall = 0.7057416267942584 |
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Macro Precision = 0.6919642857142857 |
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Macro F1 = 0.6914285714285715 |
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ADV |
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Accuracy = 0.5 |
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Weighted Recall = 0.5 |
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Weighted Precision = 0.5666666666666667 |
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Weighted F1 = 0.5 |
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Macro Recall = 0.5333333333333333 |
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Macro Precision = 0.5333333333333333 |
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Macro F1 = 0.5 |
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NOUN |
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Accuracy = 0.7130584192439863 |
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Weighted Recall = 0.7130584192439863 |
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Weighted Precision = 0.7145478920529664 |
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Weighted F1 = 0.7130423238207809 |
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Macro Recall = 0.7137943262411347 |
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Macro Precision = 0.7138423523013442 |
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Macro F1 = 0.7130575721164492 |
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VERB |
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Accuracy = 0.739247311827957 |
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Weighted Recall = 0.739247311827957 |
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Weighted Precision = 0.7398387096774194 |
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Weighted F1 = 0.7388942161134983 |
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Macro Recall = 0.7387024026368288 |
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Macro Precision = 0.74 |
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Macro F1 = 0.7387016184510662 |
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