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.

Install the latest version of this package by entering the following in R:
install.packages("corkscrew")
AuthorNavin Loganathan [aut], Mohan Manivannan [aut], Santhosh Sasanapuri [aut, cre], LatentView Analytics [ctb]
Date of publication2015-10-31 00:56:46
MaintainerSanthosh Sasanapuri <santhosh458@gmail.com>
LicenseGPL (>= 2)
Version1.1

View on CRAN

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

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