Resampling methods improve the predictive power of modeling in class-imbalanced datasets.

Int J Environ Res Public Health · 2014 · PMC4199049 · PMID 25238271

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a clear trendno p-value reported

There is a clear trend that the AUC reduce with case-to-control ratio for both oversampled and undersampled training dataset.

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