Package: ICEbox
Type: Package
Title: Individual Conditional Expectation Plot Toolbox
Version: 1.1
Date: 2016-04-21
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: 2016-04-21 18:57:54 UTC; Kapelner
Repository: CRAN
Date/Publication: 2016-04-21 22:12:52
