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>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: corkscrew results


Reference manual: corkscrew.pdf


Package source: corkscrew_1.1.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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