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 and binning, among other recurrent tasks. The package also incorporates 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: 0.6
Depends: R (≥ 3.4.0), sqldf, partykit, Formula
Imports: gsubfn
Published: 2018-02-22
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_0.6.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
OS X binaries: r-release: smbinning_0.6.tgz, r-oldrel: smbinning_0.6.tgz
Old sources: smbinning archive

Reverse dependencies:

Reverse imports: dlookr
Reverse suggests: SmartEDA, woeR


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