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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 version from GitHub:
install.packages("devtools")
library(devtools)
install_github("vonjd/OneR")Install from CRAN:
install.packages("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
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.