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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.
Getting started
Browse package contents
Package details |
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| Author | Dan Apley |
| Maintainer | Dan Apley <apley@northwestern.edu> |
| License | GPL-2 |
| Version | 1.1 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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Try the ALEPlot package in your browser
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