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ALEPlot (version 1.1)

Accumulated Local Effects (ALE) Plots and Partial Dependence (PD) Plots

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.

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Version

Install

install.packages('ALEPlot')

Monthly Downloads

1,287

Version

1.1

License

GPL-2

Maintainer

Dan Apley

Last Published

May 24th, 2018

Functions in ALEPlot (1.1)

ALEPlot-package

ALEPlot
PDPlot

Partial Dependence (PD) Plots
ALEPlot

Accumulated Local Effects (ALE) Plots