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smbinning  

Scoring Modeling and Optimal Binning
View on CRAN: Click here


Download and install smbinning package within the R console
Install from CRAN:
install.packages("smbinning")

Install from Github:
library("remotes")
install_github("cran/smbinning")

Install by package version:
library("remotes")
install_version("smbinning", "0.9")



Attach the package and use:
library("smbinning")
Maintained by
Herman Jopia
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-02-15
Latest Update: 2019-04-01
Description:
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.
How to cite:
Herman Jopia (2015). smbinning: Scoring Modeling and Optimal Binning. R package version 0.9, https://cran.r-project.org/web/packages/smbinning. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1 (2015-02-15 09:59), 0.2 (2015-06-14 01:25), 0.3 (2016-06-20 10:20), 0.4 (2017-10-22 19:07), 0.5 (2017-12-01 07:37), 0.6 (2018-02-22 10:12), 0.7 (2018-10-18 08:20), 0.8 (2019-01-07 22:40)
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Complete documentation for smbinning
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