ICEbox: Individual Conditional Expectation Plot Toolbox

This package 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.

Version: 0.1
Depends: sfsmisc
Suggests: randomForest, MASS
Published: 2013-10-18
Author: Alex Goldstein, Adam Kapelner, Justin Bleich
Maintainer: Adam Kapelner <kapelner at wharton.upenn.edu>
License: GPL-2 | GPL-3
NeedsCompilation: no
CRAN checks: ICEbox results

Downloads:

Reference manual: ICEbox.pdf
Package source: ICEbox_0.1.tar.gz
OS X binary: ICEbox_0.1.tgz
Windows binary: ICEbox_0.1.zip