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OneR

One Rule Machine Learning Classification Algorithm with Enhancements

v2.2 · May 5, 2017 · MIT + file LICENSE

Description

Implements the One Rule (OneR) Machine Learning classification algorithm (Holte, R.C. (1993) <doi:10.1023/A:1022631118932>) with enhancements for sophisticated handling of numeric data and missing values together with extensive diagnostic functions. It is useful as a baseline for machine learning models and the rules are often helpful heuristics.

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CRAN Check Status

2 NOTE
12 OK
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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)
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Holger von Jouanne-Diedrich <holger.jouanne-diedrich@h-ab.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Holger",
                    family = "von Jouanne-Diedrich",
                    role = c("aut", "cre"),
                    email = "holger.jouanne-diedrich@h-ab.de")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Holger von Jouanne-Diedrich <holger.jouanne-diedrich@h-ab.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Holger",
                    family = "von Jouanne-Diedrich",
                    role = c("aut", "cre"),
                    email = "holger.jouanne-diedrich@h-ab.de")
as necessary.
OK r-devel-linux-x86_64-fedora-clang

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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

*


            

Check History

NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 9, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Holger von Jouanne-Diedrich <holger.jouanne-diedrich@h-ab.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Holger",
                    family = "von Jouanne-Diedrich",
                    role = c("aut", "cre"),
                    email = "holger.jouanne-diedrich@h-ab.de")
as necessary.
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Holger von Jouanne-Diedrich <holger.jouanne-diedrich@h-ab.de>’

No Authors@R field in DESCRIPTION.
Please add one, modifying
  Authors@R: person(given = "Holger",
                    family = "von Jouanne-Diedrich",
                    role = c("aut", "cre"),
                    email = "holger.jouanne-diedrich@h-ab.de")
as necessary.

Reverse Dependencies (2)

imports

Dependency Network

Dependencies Reverse dependencies CimpleG tidybins OneR

Version History

new 2.2 Mar 9, 2026