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Table 1.

Examples of past literature on predicting PMV.

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Fig 1.

Research methodology.

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Fig 2.

Records inclusion and exclusion procedure.

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Table 2.

Data partitions.

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Table 3.

Sample characteristics-continuous variables.

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Table 4.

Sample characteristics (set B)—nominal and ordinal variables.

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Table 5.

Performance of the prediction models.

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Fig 3.

A. Predictor importance chart- Logistic regression (PMV> 7 days). B. Predictor importance chart- Support Vector Machine (PMV> 10 days). C. Predictor importance chart- Artificial Neural Networks (PMV> 14 days).

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