CRAN/E | ALEPlot

ALEPlot

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

Installation

About

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.

Key Metrics

Version 1.1
Published 2018-05-24 2135 days ago
Needs compilation? no
License GPL-2
CRAN checks ALEPlot results

Downloads

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Maintainer

Maintainer

Dan Apley

apley@northwestern.edu

Authors

Dan Apley

Material

Reference manual
Package source

Vignettes

AccumulatedLocalEffectPlot

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

ALEPlot archive

Imports

yaImpute

Suggests

R.rsp
nnet

Reverse Suggests

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