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Susceptibility of AutoML mortality prediction algorithms to model drift caused by the COVID pandemic

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Background: Concept drift and covariate shift lead to a degradation of machine learning (ML) models. The objective of our study was to characterize sudden data drift as caused by the COVID pandemic. Furthermore, we investigated t... ...