Package: OneR 2.2

OneR: One Rule Machine Learning Classification Algorithm with Enhancements

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.

Authors:Holger von Jouanne-Diedrich

OneR_2.2.tar.gz
OneR_2.2.zip(r-4.5)OneR_2.2.zip(r-4.4)OneR_2.2.zip(r-4.3)
OneR_2.2.tgz(r-4.5-any)OneR_2.2.tgz(r-4.4-any)OneR_2.2.tgz(r-4.3-any)
OneR_2.2.tar.gz(r-4.5-noble)OneR_2.2.tar.gz(r-4.4-noble)
OneR_2.2.tgz(r-4.4-emscripten)OneR_2.2.tgz(r-4.3-emscripten)
OneR.pdf |OneR.html✨
OneR/json (API)
NEWS

# Install 'OneR' in R:
install.packages('OneR', repos = c('https://vonjd.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/vonjd/oner/issues

Datasets:

On CRAN:

Conda:

8.61 score 40 stars 2 packages 296 scripts 1.2k downloads 58 mentions 6 exports 0 dependencies

Last updated 7 years agofrom:72dd03301b. Checks:9 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 15 2025
R-4.5-winOKMar 15 2025
R-4.5-macOKMar 15 2025
R-4.5-linuxOKMar 15 2025
R-4.4-winOKMar 15 2025
R-4.4-macOKMar 15 2025
R-4.4-linuxOKMar 15 2025
R-4.3-winOKMar 15 2025
R-4.3-macOKMar 15 2025

Exports:bineval_modelis.OneRmaxlevelsOneRoptbin

Dependencies:

OneR - Establishing a New Baseline for Machine Learning Classification Models

An R package by Holger K. von Jouanne-Diedrich

Rendered fromOneR.Rmdusingknitr::rmarkdownon Mar 15 2025.

Last update: 2017-05-05
Started: 2016-07-25