Interpreting Machine Learning Models with the iml Package

With machine learning interpretability growing in importance, several R packages designed to provide this capability are gaining in popularity. In recent blog posts I assessed lime for model agnostic local interpretability functionality and DALEX for both local and global machine learning explanation plots. This newest tutorial examines the iml package to assess its functionality in providing machine learning interpretability to help you determine if it should become part of your preferred machine learning toolbox.