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Table 1.

Baseline characteristics of study participants according to hypertension (n = 987).

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Fig 1.

Relative importance of predictors of hypertension.

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Fig 2.

ROC curves for logistic regression, random forest and decision tree models.

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Table 2.

Performance of the machine learning algorithms.

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Fig 3.

Decision tree.

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Table 3.

The 20 rules extracted from the decision tree.

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Table 3 Expand