corkscrew: Preprocessor for Data Modeling

Includes binning categorical variables into lesser number of categories based on t-test, converting categorical variables into continuous features using the mean of the response variable for the respective categories, understanding the relationship between the response variable and predictor variables using data transformations.

Version: 1.1
Depends: R (≥ 3.0.1), ggplot2, gplots, RColorBrewer, igraph, stats, grDevices
Suggests: datasets
Published: 2015-10-31
Author: Navin Loganathan [aut], Mohan Manivannan [aut], Santhosh Sasanapuri [aut, cre], LatentView Analytics [ctb]
Maintainer: Santhosh Sasanapuri <santhosh458 at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: corkscrew results

Downloads:

Reference manual: corkscrew.pdf
Package source: corkscrew_1.1.tar.gz
Windows binaries: r-devel: corkscrew_1.1.zip, r-release: corkscrew_1.1.zip, r-oldrel: corkscrew_1.1.zip
OS X Snow Leopard binaries: r-release: corkscrew_1.1.tgz, r-oldrel: not available
OS X Mavericks binaries: r-release: corkscrew_1.1.tgz