ICEbox: Individual Conditional Expectation Plot Toolbox
Version 1.1.1

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.

AuthorAlex Goldstein, Adam Kapelner, Justin Bleich
Date of publication2017-03-29 21:43:07 UTC
MaintainerAdam Kapelner <kapelner@qc.cuny.edu>
LicenseGPL-2 | GPL-3
Version1.1.1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("ICEbox")

Popular man pages

clusterICE: Clustering of ICE and d-ICE curves by kmeans.
ice: Creates an object of class 'ice'.
plot.dice: Create a plot of a 'dice' object.
plot.ice: Plotting of 'ice' objects.
print.ice: Print method for 'ice' objects.
summary.ice: Summary function for 'ice' objects.
WhiteWine: Data concerning white wine.
See all...

All man pages Function index File listing

Man pages

clusterICE: Clustering of ICE and d-ICE curves by kmeans.
dice: Creates an object of class 'dice'.
ice: Creates an object of class 'ice'.
plot.dice: Create a plot of a 'dice' object.
plot.ice: Plotting of 'ice' objects.
print.dice: Print method for 'dice' objects.
print.ice: Print method for 'ice' objects.
summary.dice: Summary function for 'dice' objects.
summary.ice: Summary function for 'ice' objects.
WhiteWine: Data concerning white wine.

Functions

WhiteWine Man page
clusterICE Man page Source code
dice Man page Source code
ice Man page Source code
plot.dice Man page Source code
plot.ice Man page Source code
print.dice Man page Source code
print.ice Man page Source code
summary.dice Man page Source code
summary.ice Man page Source code

Files

inst
inst/CITATION
NAMESPACE
data
data/WhiteWine.RData
R
R/print.ice.R
R/plot.ice.R
R/dice.R
R/plot.dice.R
R/ice.R
R/clusterICE.R
R/summary.dice.R
R/print.dice.R
R/summary.ice.R
MD5
DESCRIPTION
man
man/dice.Rd
man/plot.ice.Rd
man/print.dice.Rd
man/print.ice.Rd
man/WhiteWine.Rd
man/plot.dice.Rd
man/summary.ice.Rd
man/summary.dice.Rd
man/ice.Rd
man/clusterICE.Rd
ICEbox documentation built on May 19, 2017, 10:19 a.m.

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