Last data update: 2014.03.03

ExplainPrediction

Package: ExplainPrediction
Title: Explanation of Predictions for Classification and Regression
Models
Version: 1.0.2
Date: 2015-09-06
Author: Marko Robnik-Sikonja
Maintainer: Marko Robnik-Sikonja <marko.robnik@fri.uni-lj.si>
Description: Package contains methods to generate explanations for individual predictions of
classification and regression models. Weighted averages of individual explanations form explanation of the whole model.
The package extends 'CORElearn' package, but other prediction models can also be explained using a wrapper.
License: GPL-3
URL: http://lkm.fri.uni-lj.si/rmarko/software/
Depends: CORElearn (>= 1.47.0), semiArtificial (>= 2.0.0)
NeedsCompilation: no
Packaged: 2015-09-06 18:38:57 UTC; rmarko
Repository: CRAN
Date/Publication: 2015-09-07 00:43:29

46 images, 2 functions, 0 datasets
● Reverse Depends: 0

Install log

* installing to library '/home/ddbj/local/lib64/R/library'
* installing *source* package 'ExplainPrediction' ...
** package 'ExplainPrediction' successfully unpacked and MD5 sums checked
** R
** preparing package for lazy loading
** help
*** installing help indices
  converting help for package 'ExplainPrediction'
    finding HTML links ... done
    ExplainPrediction-package               html  
    finding level-2 HTML links ... done

    explanation                             html  
** building package indices
** testing if installed package can be loaded
* DONE (ExplainPrediction)
Making 'packages.html' ... done