vivid: An R package for Variable Importance and Variable Interactions Displays for Machine Learning Models

Alan Inglis, Andrew Parnell, Catherine Hurley

We present vivid, an R package for visualizing variable importance and variable interactions in machine learning models. The package provides a range of displays including heatmap…