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optbinningR  

Optimal Binning Methods for Predictive Modeling and Analytics
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("optbinningR", "0.2.1")



Attach the package and use:
library("optbinningR")
Maintained by
S. Rani
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-16
Latest Update: 2026-03-16
Description:
Native R tools for optimal binning workflows in predictive modeling. The package provides APIs for binary, multi-class and continuous targets, with multi-variable binning and scorecard workflows. Methods are informed by Navas-Palencia (2020) <doi:10.48550/arXiv.2001.08025> and Navas-Palencia (2021) <doi:10.48550/arXiv.2104.08619>.
How to cite:
S. Rani (2026). optbinningR: Optimal Binning Methods for Predictive Modeling and Analytics. R package version 0.2.1, https://cran.r-project.org/web/packages/optbinningR. Accessed 04 Jul. 2026.
Previous versions and publish date:
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Complete documentation for optbinningR
Functions, R codes and Examples using the optbinningR R package
Full optbinningR package functions and examples
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