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-4.7-any)smbinning_0.9.zip(r-4.6-any)smbinning_0.9.zip(r-4.5-any)
smbinning_0.9.tgz(r-4.6-any)smbinning_0.9.tgz(r-4.5-any)
smbinning_0.9.tar.gz(r-4.7-any)smbinning_0.9.tar.gz(r-4.6-any)
smbinning_0.9.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
smbinning/json (API)

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

On CRAN:

Conda:

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

4.29 score 20 stars 307 scripts 1.6k downloads 2 mentions 19 exports 31 dependencies

Last updated from:e69e7b982d. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK160
source / vignettesOK155
linux-releaseOK156
macos-releaseOK206
macos-oldrelOK197
windows-develOK114
windows-releaseOK108
windows-oldrelOK104
wasm-releaseOK98

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:bitbit64blobcachemchronclicpp11DBIfastmapFormulagluegsubfninumlatticelibcoinlifecycleMatrixmemoisemvtnormpartykitpkgconfigprotorlangrpartRSQLitesandwichsqldfstrucchangesurvivalvctrszoo