ICEbox (1.1)

Individual Conditional Expectation Plot Toolbox.

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.

Maintainer: Adam Kapelner
Author(s): Alex Goldstein, Adam Kapelner, Justin Bleich

License: GPL-2 | GPL-3

Uses: sfsmisc, MASS, randomForest

Released over 3 years ago.