The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
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.
| Version: | 1.1 |
| Imports: | yaImpute |
| Suggests: | R.rsp, nnet |
| Published: | 2018-05-24 |
| DOI: | 10.32614/CRAN.package.ALEPlot |
| Author: | Dan Apley |
| Maintainer: | Dan Apley <apley at northwestern.edu> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| In views: | MachineLearning |
| CRAN checks: | ALEPlot results |
| Reference manual: | ALEPlot.pdf |
| Vignettes: |
AccumulatedLocalEffectPlot |
| Package source: | ALEPlot_1.1.tar.gz |
| Windows binaries: | r-devel: ALEPlot_1.1.zip, r-release: ALEPlot_1.1.zip, r-oldrel: ALEPlot_1.1.zip |
| macOS binaries: | r-release (arm64): ALEPlot_1.1.tgz, r-oldrel (arm64): ALEPlot_1.1.tgz, r-release (x86_64): ALEPlot_1.1.tgz, r-oldrel (x86_64): ALEPlot_1.1.tgz |
| Old sources: | ALEPlot archive |
| Reverse suggests: | ale, iml |
Please use the canonical form https://CRAN.R-project.org/package=ALEPlot to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.