woeBinning
Supervised Weight of Evidence Binning of Numeric Variables and Factors
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.
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CRAN Check Status
Show all 14 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | NOTE |
| r-devel-linux-x86_64-debian-gcc | NOTE |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-macos-arm64 | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check details (14 non-OK)
CRAN incoming feasibility
Maintainer: ‘Thilo Eichenberg <te.r@gmx.net>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thilo",
family = "Eichenberg",
role = c("aut", "cre"),
email = "te.r@gmx.net")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Thilo Eichenberg <te.r@gmx.net>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thilo",
family = "Eichenberg",
role = c("aut", "cre"),
email = "te.r@gmx.net")
as necessary.
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NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
CRAN incoming feasibility
Maintainer: ‘Thilo Eichenberg <te.r@gmx.net>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thilo",
family = "Eichenberg",
role = c("aut", "cre"),
email = "te.r@gmx.net")
as necessary.
CRAN incoming feasibility
Maintainer: ‘Thilo Eichenberg <te.r@gmx.net>’
No Authors@R field in DESCRIPTION.
Please add one, modifying
Authors@R: person(given = "Thilo",
family = "Eichenberg",
role = c("aut", "cre"),
email = "te.r@gmx.net")
as necessary.