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smbinning
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]
[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 18 Sep. 2026.
Previous versions and publish date:
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Other R packages that smbinning depends,
imports, suggests or enhances
Complete documentation for smbinning
Functions, R codes and Examples using
the smbinning R package
Some associated functions: smbinning.custom . smbinning.eda . smbinning.factor.custom . smbinning.factor.gen . smbinning.factor . smbinning.gen . smbinning.logitrank . smbinning.metrics . smbinning.metrics.plot . smbinning.monotonic . smbinning . smbinning.plot . smbinning.psi . smbinning.scaling . smbinning.scoring.gen . smbinning.scoring.sql . smbinning.sql . smbinning.sumiv . smbinning.sumiv.plot . smbsimdf1 . smbsimdf2 . smbsimdf3 .
Some associated R codes: smbinning.R . Full smbinning package functions and examples
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