CRAN/E | OneR

OneR

One Rule Machine Learning Classification Algorithm with Enhancements

Installation

About

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.

github.com/vonjd/OneR
Bug report File report

Key Metrics

Version 2.2
R ≥ 2.10
Published 2017-05-05 2553 days ago
Needs compilation? no
License MIT
License File
CRAN checks OneR results

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Maintainer

Maintainer

Holger von Jouanne-Diedrich

holger.jouanne-diedrich@h-ab.de

Authors

Holger von Jouanne-Diedrich

Material

README
NEWS
Reference manual
Package source

In Views

MachineLearning

Vignettes

OneR - Establishing a New Baseline for Machine Learning Classification Models

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

OneR archive

Depends

R ≥ 2.10

Suggests

knitr
rmarkdown

Reverse Imports

tidybins