ALEPlot: 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.

Version: 1.1
Imports: yaImpute
Suggests: R.rsp, nnet
Published: 2018-05-24
DOI: 10.32614/CRAN.package.ALEPlot
Author: Dan Apley
Maintainer: Dan Apley <apley at>
License: GPL-2
NeedsCompilation: no
In views: MachineLearning
CRAN checks: ALEPlot results


Reference manual: ALEPlot.pdf
Vignettes: AccumulatedLocalEffectPlot


Package source: ALEPlot_1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): ALEPlot_1.1.tgz, r-oldrel (arm64): ALEPlot_1.1.tgz, r-release (x86_64): ALEPlot_1.1.tgz, r-oldrel (x86_64): ALEPlot_1.1.tgz
Old sources: ALEPlot archive

Reverse dependencies:

Reverse suggests: ale, iml


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