woeBinning

0.1.6

Supervised Weight of Evidence Binning of Numeric Variables and Factors

1packages depend

8.4Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Thilo EichenbergFirst published 2017-02-216 releasesCRAN page ↗

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.

Install

R (CRAN)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("woeBinning")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

Release

# one-time r2u setup for Ubuntu (noble)

curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash

# then install

sudo apt install r-cran-woebinning

Fast Ubuntu binaries via r2u (no compilation). Run the setup once per machine.

bspm (used by r2u) also needs make: sudo apt install make

sudo dnf copr enable iucar/cran

sudo dnf install R-CRAN-woeBinning

RPMs from the iucar/cran COPR, rebuilt from CRAN.

sudo zypper install R-woeBinning

RPMs auto-built from CRAN on openSUSE OBS.

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-debian-clang
NOTE r-devel-linux-x86_64-debian-gcc

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

None

Vignettes

README

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Downloads

8.4K

CRAN downloads in the past year

Rank #9,097 · ~23/day · ~702/mo

woeBinning Releases R versions

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46830 days

1.3K90 days

8.4K1 year

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Also on93 r2u12 autocran

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Repository stars, issues, and contributor activity are not tracked yet.

Dependencies

Declared dependencies

0 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (0)

none

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Reverse dependencies

1direct

–indirect (not tracked)

tidybins

Code & Tests

Code Composition

R 1,947 (77%)Rd 574 (23%)

Test coverage

Line coverage

–

Expression

–

Tests / Examples

–

Functions

10 5 exported

Complexity

21.8 avg / 67 max

Call network

10 nodes / 5 edges

Test coverage has not been measured for this package yet; nodes fall back to a neutral fill.

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Lowest coverage

Per-function coverage is not measured for this package yet.

People & History

People (0)

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Release timeline

6 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
R
R 4.0.0 released · 2020-04-24
R
R 3.6.0 released · 2019-04-26
0.1.6Latest
2018-07-28 · current release · diff ↗
R
R 3.5.0 released · 2018-04-23
0.1.5
2017-12-15 · diff ↗
0.1.4
2017-06-12 · diff ↗
R
R 3.4.0 released · 2017-04-21
0.1.3
2017-03-10 · diff ↗
0.1.2
2017-03-07 · diff ↗
0.1.1
2017-02-21

Show 1 earlier events

R
R 3.3.0 released · 2016-05-03

Package metadata

First published: 2017-02-21
Total releases: 6 / 9 yrs
License: GPL (>= 2) OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet