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.

Package details

AuthorNavin Loganathan [aut], Mohan Manivannan [aut], Santhosh Sasanapuri [aut, cre], LatentView Analytics [ctb]
MaintainerSanthosh Sasanapuri <>
LicenseGPL (>= 2)
Package repositoryView on CRAN
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corkscrew documentation built on May 1, 2019, 8:23 p.m.