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

Documentation:

Reference manual:	ALEPlot.pdf
Vignettes:	AccumulatedLocalEffectPlot

Downloads:

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 (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:

iml

Linking:

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