Package: corkscrew 1.1

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.

Authors:Navin Loganathan [aut], Mohan Manivannan [aut], Santhosh Sasanapuri [aut, cre], LatentView Analytics [ctb]

corkscrew_1.1.tar.gz
corkscrew_1.1.zip(r-4.5)corkscrew_1.1.zip(r-4.4)corkscrew_1.1.zip(r-4.3)
corkscrew_1.1.tgz(r-4.5-any)corkscrew_1.1.tgz(r-4.4-any)corkscrew_1.1.tgz(r-4.3-any)
corkscrew_1.1.tar.gz(r-4.5-noble)corkscrew_1.1.tar.gz(r-4.4-noble)
corkscrew_1.1.tgz(r-4.4-emscripten)corkscrew_1.1.tgz(r-4.3-emscripten)
corkscrew.pdf |corkscrew.html✨
corkscrew/json (API)

# Install 'corkscrew' in R:
install.packages('corkscrew', repos = c('https://sasan-puri.r-universe.dev', 'https://cloud.r-project.org'))

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 6 scripts 184 downloads 5 exports 35 dependencies

Last updated 9 years agofrom:b13e370dc1. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 15 2025
R-4.5-winOKMar 15 2025
R-4.5-macOKMar 15 2025
R-4.5-linuxOKMar 15 2025
R-4.4-winOKMar 15 2025
R-4.4-macOKMar 15 2025
R-4.4-linuxOKMar 15 2025
R-4.3-winOKMar 15 2025
R-4.3-macOKMar 15 2025

Exports:apply.ctocapply.tbinctoctbintransformation

Dependencies:bitopscaToolsclicolorspacecpp11fansifarverggplot2gluegplotsgtablegtoolsigraphisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr