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corkscrew  

Preprocessor for Data Modeling
View on CRAN: Click here


Download and install corkscrew package within the R console
Install from CRAN:
install.packages("corkscrew")

Install from Github:
library("remotes")
install_github("cran/corkscrew")

Install by package version:
library("remotes")
install_version("corkscrew", "1.1")



Attach the package and use:
library("corkscrew")
Maintained by
Santhosh Sasanapuri
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-10-31
Latest Update: 2015-10-31
Description:
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.
How to cite:
Santhosh Sasanapuri (2015). corkscrew: Preprocessor for Data Modeling. R package version 1.1, https://cran.r-project.org/web/packages/corkscrew. Accessed 05 Jun. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited corkscrew R package
View corkscrew citation profile
Other R packages that corkscrew depends, imports, suggests or enhances
Complete documentation for corkscrew
Functions, R codes and Examples using the corkscrew R package
Some associated functions: apply.ctoc . apply.tbin . corkscrew-package . ctoc . tbin . transformation . 
Some associated R codes: apply.ctoc.R . apply.tbin.R . ctoc.R . tbin.R . transformation.R .  Full corkscrew package functions and examples
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