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.

Version: 0.9
Depends: R (≥ 3.2.0), sqldf, partykit, Formula
Imports: gsubfn
Published: 2019-04-01
DOI: 10.32614/CRAN.package.smbinning
Author: Herman Jopia
Maintainer: Herman Jopia <hjopia at>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: smbinning results


Reference manual: smbinning.pdf


Package source: smbinning_0.9.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
macOS binaries: r-release (arm64): smbinning_0.9.tgz, r-oldrel (arm64): smbinning_0.9.tgz, r-release (x86_64): smbinning_0.9.tgz, r-oldrel (x86_64): smbinning_0.9.tgz
Old sources: smbinning archive


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