The harms of class imbalance corrections for machine learning based prediction models: a simulation study

Alex Carriero, Kim Luijken, Anne de Hond +3

Risk prediction models are increasingly used in healthcare to aid in clinical decision making. In most clinical contexts, model calibration (i.e., assessing the reliability of risk…