Package: ICEbox
Type: Package
Title: Individual Conditional Expectation Plot Toolbox
Version: 1.1.5
Date: 2022-08-18
Author: Alex Goldstein, Adam Kapelner, Justin Bleich
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
Depends: sfsmisc
Suggests: randomForest, MASS
NeedsCompilation: no
Packaged: 2022-08-22 14:00:12 UTC; kapel
Repository: CRAN
Date/Publication: 2022-08-22 14:20:10 UTC
Built: R 4.3.3; ; 2025-01-24 08:34:50 UTC; unix
