ICEbox: 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.

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AuthorAlex Goldstein, Adam Kapelner, Justin Bleich
Date of publication2017-03-29 21:43:07 UTC
MaintainerAdam Kapelner <>
LicenseGPL-2 | GPL-3

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