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ALEPlot  

Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots
View on CRAN: Click here


Download and install ALEPlot package within the R console
Install from CRAN:
install.packages("ALEPlot")

Install from Github:
library("remotes")
install_github("cran/ALEPlot")

Install by package version:
library("remotes")
install_version("ALEPlot", "1.1")



Attach the package and use:
library("ALEPlot")
Maintained by
Dan Apley
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-11-13
Latest Update:
Description:
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.
How to cite:
Dan Apley (2017). ALEPlot: Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots. R package version 1.1, https://cran.r-project.org/web/packages/ALEPlot. Accessed 05 Jun. 2026.
Previous versions and publish date:
1.0 (2017-11-13 12:25), 1.1 (2018-05-24 18:14)
Other packages that cited ALEPlot R package
View ALEPlot citation profile
Other R packages that ALEPlot depends, imports, suggests or enhances
Complete documentation for ALEPlot
Functions, R codes and Examples using the ALEPlot R package
Some associated functions: ALEPlot-package . ALEPlot . PDPlot . 
Some associated R codes: ALEPlot-internal.R . ALEPlot.R . PDPlot.R .  Full ALEPlot package functions and examples
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