Visualizing Variable Importance and Variable Interaction Effects in Machine Learning Models

Alan Inglis, Andrew Parnell, Catherine Hurley

Variable importance, interaction measures, and partial dependence plots are important summaries in the interpretation of statistical and machine learning models. In this paper we d…