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Default classification report: |
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precision recall f1-score support |
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F 0.7665 0.6500 0.7035 500 |
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T 0.6962 0.8020 0.7454 500 |
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accuracy 0.7260 1000 |
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macro avg 0.7313 0.7260 0.7244 1000 |
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weighted avg 0.7313 0.7260 0.7244 1000 |
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ADJ |
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Accuracy = 0.717391304347826 |
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Weighted Recall = 0.717391304347826 |
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Weighted Precision = 0.7205783985835137 |
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Weighted F1 = 0.7117669052451661 |
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Macro Recall = 0.7049982106644399 |
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Macro Precision = 0.7221719457013576 |
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Macro F1 = 0.7061425061425062 |
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ADV |
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Accuracy = 0.7666666666666667 |
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Weighted Recall = 0.7666666666666667 |
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Weighted Precision = 0.7634615384615384 |
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Weighted F1 = 0.7342062193126022 |
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Macro Recall = 0.6428571428571428 |
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Macro Precision = 0.7596153846153846 |
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Macro F1 = 0.6563011456628478 |
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NOUN |
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Accuracy = 0.7042801556420234 |
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Weighted Recall = 0.7042801556420234 |
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Weighted Precision = 0.7142245562479025 |
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Weighted F1 = 0.6999235686492495 |
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Macro Recall = 0.7024518044008299 |
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Macro Precision = 0.7149103769793425 |
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Macro F1 = 0.6993226600985221 |
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VERB |
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Accuracy = 0.7683823529411765 |
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Weighted Recall = 0.7683823529411765 |
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Weighted Precision = 0.7675288865546219 |
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Weighted F1 = 0.7676920113023376 |
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Macro Recall = 0.7611524676040805 |
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Macro Precision = 0.7642857142857142 |
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Macro F1 = 0.7624454148471616 |
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