Package: ICEbox
Type: Package
Title: Individual Conditional Expectation Plot Toolbox
Version: 1.2
Date: 2026-01-11
Author: Alex Goldstein [aut],
  Adam Kapelner [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-5985-6792>),
  Justin Bleich [aut]
Authors@R: c(person(given = "Alex",
                    family = "Goldstein",
                    role = "aut"),
             person(given = "Adam",
                    family = "Kapelner",
                    role = c("aut", "cre"),
                    email = "kapelner@qc.cuny.edu",
                    comment = c(ORCID = "0000-0001-5985-6792")),
             person(given = "Justin",
                    family = "Bleich",
                    role = "aut"))
Maintainer: Adam Kapelner <kapelner@qc.cuny.edu>
Description: 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.
License: GPL-2 | GPL-3
URL: https://github.com/kapelner/ICEbox
BugReports: https://github.com/kapelner/ICEbox/issues
Imports: ggplot2, checkmate, data.table, Rcpp
LinkingTo: Rcpp
Suggests: randomForest, MASS, testthat, rpart
Encoding: UTF-8
RoxygenNote: 7.3.3
NeedsCompilation: yes
Packaged: 2026-01-12 02:23:42 UTC; kapelner
Repository: CRAN
Date/Publication: 2026-01-12 06:00:02 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-28 05:08:12 UTC; unix
Archs: ICEbox.so.dSYM
