Package: ICEbox
Type: Package
Title: Individual Conditional Expectation Plot Toolbox
Version: 1.1.2
Date: 2017-07-12
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: 2017-07-12 17:57:39 UTC; Kapelner
Repository: CRAN
Date/Publication: 2017-07-13 04:54:39 UTC
Built: R 4.0.2; ; 2020-07-15 14:46:46 UTC; unix
