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
Repository: https://kapelner.r-universe.dev
Date/Publication: 2026-01-12 02:28:40 UTC
RemoteUrl: https://github.com/kapelner/icebox
RemoteRef: HEAD
RemoteSha: bc963ac01dcea9ee10ccd0a38d704518845a621b
RemoteSubdir: ICEbox
NeedsCompilation: yes
Packaged: 2026-06-12 07:14:45 UTC; root