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
Author: Dan Apley
Maintainer: Dan Apley <apley at northwestern.edu>
License: GPL-2
NeedsCompilation: no
CRAN checks: ALEPlot results

Downloads:

Reference manual: ALEPlot.pdf
Vignettes: AccumulatedLocalEffectPlot
Package source: ALEPlot_1.1.tar.gz
Windows binaries: r-devel: ALEPlot_1.1.zip, r-release: ALEPlot_1.1.zip, r-oldrel: ALEPlot_1.1.zip
macOS binaries: r-release: ALEPlot_1.1.tgz, r-oldrel: ALEPlot_1.1.tgz
Old sources: ALEPlot archive

Reverse dependencies:

Reverse suggests: iml, xspliner

Linking:

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