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 11 Jun. 2026.
Previous versions and publish date:
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

stevedata  
Steve's Toy Data for Teaching About a Variety of Methodological, Social, and Political Topics
This is a collection of various kinds of data with broad uses for teaching. My students, and academ ...
Download / Learn more Package Citations See dependency  
clusrank  
Wilcoxon Rank Tests for Clustered Data
Non-parametric tests (Wilcoxon rank sum test and Wilcoxon signed rank test) for clustered data docu ...
Download / Learn more Package Citations See dependency  
leontief  
Input-Output Analysis
An implementation of the Input-Output model developed by Wassily Leontief that represents the inter ...
Download / Learn more Package Citations See dependency  
Voss  
Generic Voss Algorithm (Random Sequential Additions)
Generating realizations of a fractal Brownian function on uniform 1D & 2D grid with classic and ...
Download / Learn more Package Citations See dependency  
hsphase  
Phasing, Pedigree Reconstruction, Sire Imputation and Recombination Events Identification of Half-sib Families Using SNP Data
Identification of recombination events, haplotype reconstruction, sire imputation and pedigree recon ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

27,372

R Packages

233,548

Dependencies

72,820

Author Associations

27,205

Publication Badges

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