ICEbox: Individual Conditional Expectation Plot Toolbox
Implements Individual Conditional Expectation (ICE) plots, a tool for visualizing the model estimated by any supervised learning algorithm. ICE plots refine Friedman's partial dependence plot by graphing the functional relationship between the predicted response and a covariate of interest for individual observations. Specifically, ICE plots highlight the variation in the fitted values across the range of a covariate of interest, suggesting where and to what extent they may exist.
| Version: | 1.2 |
| Imports: | ggplot2, checkmate, data.table, Rcpp |
| LinkingTo: | Rcpp |
| Suggests: | randomForest, MASS, testthat, rpart |
| Published: | 2026-01-12 |
| DOI: | 10.32614/CRAN.package.ICEbox |
| Author: | Alex Goldstein [aut],
Adam Kapelner 
[aut, cre],
Justin Bleich [aut] |
| Maintainer: | Adam Kapelner <kapelner at qc.cuny.edu> |
| BugReports: | https://github.com/kapelner/ICEbox/issues |
| License: | GPL-2 | GPL-3 |
| URL: | https://github.com/kapelner/ICEbox |
| NeedsCompilation: | yes |
| Citation: | ICEbox citation info |
| Materials: | ChangeLog |
| In views: | MachineLearning |
| CRAN checks: | ICEbox results |
Documentation:
| Reference manual: | ICEbox.html , ICEbox.pdf |
Downloads:
| Package source: | ICEbox_1.2.tar.gz |
| Windows binaries: | r-devel: ICEbox_1.1.5.zip, r-release: ICEbox_1.1.5.zip, r-oldrel: ICEbox_1.1.5.zip |
| macOS binaries: | r-release (arm64): ICEbox_1.2.tgz, r-oldrel (arm64): ICEbox_1.2.tgz, r-release (x86_64): ICEbox_1.2.tgz, r-oldrel (x86_64): ICEbox_1.2.tgz |
| Old sources: | ICEbox archive |
Reverse dependencies:
| Reverse suggests: | pdp |
Linking:
Please use the canonical form https://CRAN.R-project.org/package=ICEbox to link to this page.