Interpretable Generalized Additive Models for Datasets with Missing Values

Hayden McTavish, Jon Donnelly, Margo Seltzer +1

Many important datasets contain samples that are missing one or more feature values. Maintaining the interpretability of machine learning models in the presence of such missing dat…