OneR

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.

Documentation

This video gives a step-by-step introduction: Quick Start Guide for the OneR package

You can find the vignette here: http://vonjd.github.io/OneR/

You can find the full documentation here: OneR.pdf

Installation

Install the latest version from GitHub:

install.packages("devtools")
library(devtools)
install_github("vonjd/OneR")

Install from CRAN:

install.packages("OneR")

Contact

I would love to hear about your experiences with the OneR package. Please drop me a note - you can reach at my university account: Holger K. von Jouanne-Diedrich