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-4.7)corkscrew_1.1.zip(r-4.6)corkscrew_1.1.zip(r-4.5)
corkscrew_1.1.tgz(r-4.6-any)corkscrew_1.1.tgz(r-4.5-any)
corkscrew_1.1.tar.gz(r-4.7-any)corkscrew_1.1.tar.gz(r-4.6-any)
corkscrew_1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
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 198 downloads 5 exports 27 dependencies

Last updated from:b13e370dc1. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK127
source / vignettesOK209
linux-release-x86_64OK127
macos-release-arm64OK158
macos-oldrel-arm64OK156
windows-develOK135
windows-releaseOK126
windows-oldrelOK76
wasm-releaseOK118

Exports:apply.ctocapply.tbinctoctbintransformation

Dependencies:bitopscaToolsclicpp11farverggplot2gluegplotsgtablegtoolsigraphisobandKernSmoothlabelinglatticelifecyclemagrittrMatrixpkgconfigR6RColorBrewerrlangS7scalesvctrsviridisLitewithr