The harm of class imbalance corrections for risk prediction models: illustration and simulation using logistic regression.
Ruben van den GoorberghMaarten van SmedenDirk TimmermanBen Van CalsterPublished in: Journal of the American Medical Informatics Association : JAMIA (2022)
Outcome imbalance is not a problem in itself, imbalance correction may even worsen model performance.
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