This R package implements the One Rule (OneR) Machine Learning classification algorithm 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.
This video gives a step-by-step introduction: Quick Start Guide for the OneR package
You can find the vignette and full documentation in the package and on CRAN: OneR: One Rule Machine Learning Classification Algorithm with Enhancements
Install the latest stable version from CRAN:
Install the latest development version from GitHub:
install.packages("devtools") library(devtools) install_github("vonjd/OneR")
I would love to hear about your experiences with the OneR package. Please drop me a note - you can reach me at my university account: Holger K. von Jouanne-Diedrich