ALEPlot-package {ALEPlot}R Documentation

Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots


Visualizes the main effects of individual predictor variables and their second-order interaction effects in black-box supervised learning models. The package creates either Accumulated Local Effects (ALE) plots and/or Partial Dependence (PD) plots, given a fitted supervised learning model.


See the two individual functions ALEPlot and PDPlot that are included in this package.


Dan Apley

Maintainer: Dan Apley <>


Apley, D. W. (2016), "Visualizing the Effects of Predictor Variables in Black Box Supervised Learning Models," submitted for publication.

[Package ALEPlot version 1.1 Index]