Package: smbinning 0.9

smbinning: Scoring Modeling and Optimal Binning

A set of functions to build a scoring model from beginning to end, leading the user to follow an efficient and organized development process, reducing significantly the time spent on data exploration, variable selection, feature engineering, binning and model selection among other recurrent tasks. The package also incorporates monotonic and customized binning, scaling capabilities that transforms logistic coefficients into points for a better business understanding and calculates and visualizes classic performance metrics of a classification model.

Authors:Herman Jopia

smbinning_0.9.tar.gz
smbinning_0.9.zip(r-4.5)smbinning_0.9.zip(r-4.4)smbinning_0.9.zip(r-4.3)
smbinning_0.9.tgz(r-4.4-any)smbinning_0.9.tgz(r-4.3-any)
smbinning_0.9.tar.gz(r-4.5-noble)smbinning_0.9.tar.gz(r-4.4-noble)
smbinning_0.9.tgz(r-4.4-emscripten)smbinning_0.9.tgz(r-4.3-emscripten)
smbinning.pdf |smbinning.html
smbinning/json (API)

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

Peer review:

Datasets:

On CRAN:

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

3.34 score 20 stars 108 scripts 1.0k downloads 19 exports 29 dependencies

Last updated 6 years agofrom:e69e7b982d. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 30 2024
R-4.5-winOKOct 30 2024
R-4.5-linuxOKOct 30 2024
R-4.4-winOKOct 30 2024
R-4.4-macOKOct 30 2024
R-4.3-winOKOct 30 2024
R-4.3-macOKOct 30 2024

Exports:smbinningsmbinning.customsmbinning.edasmbinning.factorsmbinning.factor.customsmbinning.factor.gensmbinning.gensmbinning.logitranksmbinning.metricssmbinning.metrics.plotsmbinning.monotonicsmbinning.plotsmbinning.psismbinning.scalingsmbinning.scoring.gensmbinning.scoring.sqlsmbinning.sqlsmbinning.sumivsmbinning.sumiv.plot

Dependencies:bitbit64blobcachemchronclicpp11DBIfastmapFormulagluegsubfninumlatticelibcoinlifecycleMatrixmemoisemvtnormpartykitpkgconfigplogrprotorlangrpartRSQLitesqldfsurvivalvctrs