Package: ICEbox
Type: Package
Title: Individual Conditional Expectation Plot Toolbox
Version: 1.2.0.9000
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"
    )
  )
Description: Implements Individual Conditional Expectation (ICE) plots
        for visualizing models fitted by supervised learning
        algorithms. ICE plots refine Friedman's partial dependence plot
        by graphing the fitted relationship between the predicted
        response and a feature for individual observations. They reveal
        variation in fitted values across the feature's range, helping
        identify where and to what extent interactions and other
        heterogeneous effects may be present.
License: GPL-2 | GPL-3
URL: https://kapelner.github.io/ICEbox/,
        https://github.com/kapelner/ICEbox
BugReports: https://github.com/kapelner/ICEbox/issues
X-schema.org-keywords: individual conditional expectation, ICE plots,
        derivative ICE plots, d-ICE plots, partial dependence plots,
        interpretable machine learning, model interpretability,
        explainable AI, feature effect visualization, interaction
        detection, heterogeneous effects, black-box models, supervised
        learning, statistical learning
Imports: checkmate, data.table, ggplot2, Rcpp
LinkingTo: Rcpp
Suggests: MASS, randomForest, rpart, testthat
Encoding: UTF-8
RoxygenNote: 7.3.3
Config/testthat/edition: 3
Config/Needs/website: pkgdown
Repository: https://kapelner.r-universe.dev
Date/Publication: 2026-09-03 13:11:30 UTC
RemoteUrl: https://github.com/kapelner/ICEbox
RemoteRef: HEAD
RemoteSha: 916afdcd8bcd043c127c7557290c3334020e3b51
RemoteSubdir: ICEbox
NeedsCompilation: yes
Packaged: 2026-10-18 10:24:14 UTC; root
Author: Alex Goldstein [aut],
  Adam Kapelner [aut, cre] (ORCID:
    <https://orcid.org/0000-0001-5985-6792>),
  Justin Bleich [aut]
Maintainer: Adam Kapelner <kapelner@qc.cuny.edu>