Package: ALEPlot 1.1

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.

Authors:Dan Apley

ALEPlot_1.1.tar.gz
ALEPlot_1.1.zip(r-4.5)ALEPlot_1.1.zip(r-4.4)ALEPlot_1.1.zip(r-4.3)
ALEPlot_1.1.tgz(r-4.5-any)ALEPlot_1.1.tgz(r-4.4-any)ALEPlot_1.1.tgz(r-4.3-any)
ALEPlot_1.1.tar.gz(r-4.5-noble)ALEPlot_1.1.tar.gz(r-4.4-noble)
ALEPlot_1.1.tgz(r-4.4-emscripten)ALEPlot_1.1.tgz(r-4.3-emscripten)
ALEPlot.pdf |ALEPlot.html✨
ALEPlot/json (API)

# Install 'ALEPlot' in R:
install.packages('ALEPlot', repos = c('https://dapley.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

3.76 score 5 stars 58 scripts 873 downloads 2 mentions 2 exports 1 dependencies

Last updated 7 years agofrom:d283def19a. Checks:1 ERROR, 7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesFAILJan 29 2025
R-4.5-winOKJan 29 2025
R-4.5-macOKJan 29 2025
R-4.5-linuxOKJan 29 2025
R-4.4-winOKJan 29 2025
R-4.4-macOKJan 29 2025
R-4.3-winOKJan 29 2025
R-4.3-macOKJan 29 2025

Exports:ALEPlotPDPlot

Dependencies:yaImpute

AccumulatedLocalEffectPlot

Rendered fromAccumulatedLocalEffectPlot.ltxusingR.rsp::texon Jan 29 2025.

Last update: 2018-05-24
Started: 2017-11-13