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
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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)
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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.

1.00 score 6 scripts 152 downloads 5 exports 35 dependencies

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

TargetResultDate
Doc / VignettesOKNov 15 2024
R-4.5-winOKNov 15 2024
R-4.5-linuxOKNov 15 2024
R-4.4-winOKNov 15 2024
R-4.4-macOKNov 15 2024
R-4.3-winOKNov 15 2024
R-4.3-macOKNov 15 2024

Exports:apply.ctocapply.tbinctoctbintransformation

Dependencies:bitopscaToolsclicolorspacecpp11fansifarverggplot2gluegplotsgtablegtoolsigraphisobandKernSmoothlabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerrlangscalestibbleutf8vctrsviridisLitewithr