Other packages > Find by keyword >

woeBinning  

Supervised Weight of Evidence Binning of Numeric Variables and Factors
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("woeBinning", "0.1.6")



Attach the package and use:
library("woeBinning")
Maintained by
Thilo Eichenberg
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-02-21
Latest Update: 2018-07-28
Description:
Implements an automated binning of numeric variables and factors with respect to a dichotomous target variable. Two approaches are provided: An implementation of fine and coarse classing that merges granular classes and levels step by step. And a tree-like approach that iteratively segments the initial bins via binary splits. Both procedures merge, respectively split, bins based on similar weight of evidence (WOE) values and stop via an information value (IV) based criteria. The package can be used with single variables or an entire data frame. It provides flexible tools for exploring different binning solutions and for deploying them to (new) data.
How to cite:
Thilo Eichenberg (2017). woeBinning: Supervised Weight of Evidence Binning of Numeric Variables and Factors. R package version 0.1.6, https://cran.r-project.org/web/packages/woeBinning. Accessed 23 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:00), 0.1.1 (2017-02-21 11:41), 0.1.2 (2017-03-07 00:56), 0.1.3 (2017-03-10 10:56), 0.1.4 (2017-06-12 13:30), 0.1.5 (2017-12-15 13:58)
Other packages that cited woeBinning R package
View woeBinning citation profile
Other R packages that woeBinning depends, imports, suggests or enhances
Complete documentation for woeBinning
Functions, R codes and Examples using the woeBinning R package
Some associated functions: germancredit . woe.binning.deploy . woe.binning . woe.binning.plot . woe.binning.table . woe.tree.binning . woeBinning . 
Some associated R codes: germancredit.R . woe.binning.R . woe.binning.deploy.R . woe.binning.plot.R . woe.binning.table.R . woe.tree.binning.R .  Full woeBinning package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
MixSIAR  
Bayesian Mixing Models in R
Creates and runs Bayesian mixing models to analyze biological tracer data (i.e. stable isotopes, fa ...
Download / Learn more Package Citations See dependency  
fitscape  
Classes for Fitness Landscapes and Seascapes
Convenient classes to model fitness landscapes and fitness seascapes. A low-level package with whic ...
Download / Learn more Package Citations See dependency  
gfcanalysis  
Tools for Working with Hansen et al. Global Forest Change Dataset
Supports analyses using the Global Forest Change dataset released by Hansen et al. gfcanalysis was ...
Download / Learn more Package Citations See dependency  
ODS  
Statistical Methods for Outcome-Dependent Sampling Designs
Outcome-dependent sampling (ODS) schemes are cost-effective ways to enhance study efficiency. In OD ...
Download / Learn more Package Citations See dependency  

27,889

R Packages

239,283

Dependencies

74,019

Author Associations

27,890

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA