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-4.4-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'))

Peer review:

On CRAN:

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

5 exports 0.00 score 35 dependencies 6 scripts 181 downloads

Last updated 9 years agofrom:b13e370dc1. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 16 2024
R-4.5-winOKSep 16 2024
R-4.5-linuxOKSep 16 2024
R-4.4-winOKSep 16 2024
R-4.4-macOKSep 16 2024
R-4.3-winOKSep 16 2024
R-4.3-macOKSep 16 2024

Exports:apply.ctocapply.tbinctoctbintransformation

Dependencies:bitopscaToolsclicolorspacecpp11fansifarverggplot2gluegplotsgtablegtoolsigraphisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr