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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
DOI: 10.32614/CRAN.package.corkscrew
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

Documentation:

Reference manual: corkscrew.pdf

Downloads:

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
macOS binaries: r-release (arm64): corkscrew_1.1.tgz, r-oldrel (arm64): corkscrew_1.1.tgz, r-release (x86_64): corkscrew_1.1.tgz, r-oldrel (x86_64): corkscrew_1.1.tgz

Linking:

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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.