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Default classification report: |
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precision recall f1-score support |
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F 0.8689 0.7160 0.7851 500 |
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T 0.7585 0.8920 0.8199 500 |
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accuracy 0.8040 1000 |
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macro avg 0.8137 0.8040 0.8025 1000 |
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weighted avg 0.8137 0.8040 0.8025 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 = 0.7779066171923315 |
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Weighted F1 = 0.7650861656752672 |
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Macro Recall = 0.7712788259958071 |
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Macro Precision = 0.7723063973063973 |
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Macro F1 = 0.765281682807456 |
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ADV |
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Accuracy = 0.8 |
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Weighted Recall = 0.8 |
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Weighted Precision = 0.64 |
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Weighted F1 = 0.7111111111111111 |
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Macro Recall = 0.5 |
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Macro Precision = 0.4 |
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Macro F1 = 0.4444444444444445 |
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NOUN |
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Accuracy = 0.8178137651821862 |
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Weighted Recall = 0.8178137651821862 |
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Weighted Precision = 0.8260395879697684 |
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Weighted F1 = 0.8164280894544051 |
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Macro Recall = 0.8168032786885246 |
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Macro Precision = 0.8266565246788371 |
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Macro F1 = 0.8162202380952381 |
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VERB |
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Accuracy = 0.7964824120603015 |
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Weighted Recall = 0.7964824120603015 |
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Weighted Precision = 0.807451369836466 |
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Weighted F1 = 0.7949028107834089 |
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Macro Recall = 0.7973962673939945 |
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Macro Precision = 0.8068584531999166 |
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Macro F1 = 0.7950735784890188 |
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