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.

Package details

AuthorDan Apley
MaintainerDan Apley <[email protected]>
LicenseGPL-2
Version1.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("ALEPlot")

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ALEPlot documentation built on May 1, 2019, 9:37 p.m.