One Rule Machine Learning Classification Algorithm with Enhancements
Binning function
Classification Evaluation function
Test OneR model objects
Remove factors with too many levels
One Rule function
Optimal Binning function
Plot Diagnostics for an OneR object
Predict method for OneR models
Print OneR models
Summarize OneR models
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.