ICEbox

Package: ICEbox
Type: Package
Title: Individual Conditional Expectation Plot Toolbox
Version: 1.1
Date: 2016-04-21
Author: Alex Goldstein, Adam Kapelner, Justin Bleich
Maintainer: Adam Kapelner <kapelner@qc.cuny.edu>
Description: 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.
License: GPL-2 | GPL-3
Depends: sfsmisc
Suggests: randomForest, MASS
NeedsCompilation: no
Packaged: 2016-04-21 18:57:54 UTC; Kapelner
Repository: CRAN
Date/Publication: 2016-04-21 22:12:52

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'ICEbox' ...
** package 'ICEbox' successfully unpacked and MD5 sums checked
** R
** data
** inst
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'ICEbox'
    finding HTML links ... done
    WhiteWine                               html  
    clusterICE                              html  
    dice                                    html  
    ice                                     html  
    plot.dice                               html  
    plot.ice                                html  
    print.dice                              html  
    print.ice                               html  
    summary.dice                            html  
    summary.ice                             html  
** building package indices
** testing if installed package can be loaded
* DONE (ICEbox)
Making 'packages.html' ... done