ICEbox: Individual Conditional Expectation Plot Toolbox
Version 1.1.2

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.

Getting started

Package details

AuthorAlex Goldstein, Adam Kapelner, Justin Bleich
Date of publication2017-07-13 04:54:39 UTC
MaintainerAdam Kapelner <[email protected]>
LicenseGPL-2 | GPL-3
Package repositoryView on CRAN
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ICEbox documentation built on July 13, 2017, 9:02 a.m.