Information: Data Exploration with Information Theory (Weight-of-Evidence and Information Value)

Performs exploratory data analysis and variable screening for binary classification models using weight-of-evidence (WOE) and information value (IV). In order to make the package as efficient as possible, aggregations are done in data.table and creation of WOE vectors can be distributed across multiple cores. The package also supports exploration for uplift models (NWOE and NIV).

Version: 0.0.9
Depends: R (≥ 3.1.2)
Imports: data.table, ggplot2, grid, plyr, utils, iterators, doParallel, parallel, foreach
Suggests: knitr, reshape2, ClustOfVar, rmarkdown
Published: 2016-04-09
Author: Larsen Kim [aut, cre]
Maintainer: Larsen Kim <kblarsen4 at gmail.com>
License: GPL (≥ 3)
NeedsCompilation: no
Materials: README NEWS
CRAN checks: Information results

Downloads:

Reference manual: Information.pdf
Vignettes: Information Package Vignette
Package source: Information_0.0.9.tar.gz
Windows binaries: r-devel: Information_0.0.9.zip, r-devel-gcc8: Information_0.0.9.zip, r-release: Information_0.0.9.zip, r-oldrel: Information_0.0.9.zip
OS X binaries: r-release: Information_0.0.9.tgz, r-oldrel: Information_0.0.9.tgz
Old sources: Information archive

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