Explanation Shift: Detecting distribution shifts on tabular data via the explanation space

Carlos Mougan, Klaus Broelemann, Gjergji Kasneci +2

As input data distributions evolve, the predictive performance of machine learning models tends to deteriorate. In the past, predictive performance was considered the key indicator…