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-4.4-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'))

Peer review:

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

Datasets:

On CRAN:

6 exports 40 stars 5.55 score 0 dependencies 2 dependents 58 mentions 284 scripts 740 downloads

Last updated 6 years agofrom:72dd03301b. Checks:OK: 7. Indexed: yes.

TargetResultDate
Doc / VignettesOKSep 10 2024
R-4.5-winOKSep 10 2024
R-4.5-linuxOKSep 10 2024
R-4.4-winOKSep 10 2024
R-4.4-macOKSep 10 2024
R-4.3-winOKSep 10 2024
R-4.3-macOKSep 10 2024

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 Sep 10 2024.

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