OneR: One Rule Machine Learning Classification Algorithm with Enhancements

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.

AuthorHolger von Jouanne-Diedrich
Date of publication2016-10-24 23:36:29
MaintainerHolger von Jouanne-Diedrich <holger.jouanne-diedrich@h-ab.de>
LicenseMIT + file LICENSE
Version2.1
https://github.com/vonjd/OneR

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Files

OneR
OneR/inst
OneR/inst/doc
OneR/inst/doc/OneR.R
OneR/inst/doc/OneR.Rmd
OneR/inst/doc/OneR.html
OneR/NAMESPACE
OneR/NEWS
OneR/data
OneR/data/breastcancer.rda
OneR/R
OneR/R/OneR_main.R OneR/R/OneR.R OneR/R/OneR_internal.R OneR/R/OneR_data.R
OneR/vignettes
OneR/vignettes/OneR.Rmd
OneR/README.md
OneR/MD5
OneR/build
OneR/build/vignette.rds
OneR/DESCRIPTION
OneR/man
OneR/man/print.OneR.Rd OneR/man/summary.OneR.Rd OneR/man/maxlevels.Rd OneR/man/OneR.Rd OneR/man/is.OneR.Rd OneR/man/optbin.Rd OneR/man/bin.Rd OneR/man/eval_model.Rd OneR/man/plot.OneR.Rd OneR/man/breastcancer.Rd OneR/man/predict.OneR.Rd
OneR/LICENSE

Questions? Problems? Suggestions? or email at ian@mutexlabs.com.

Please suggest features or report bugs with the GitHub issue tracker.

All documentation is copyright its authors; we didn't write any of that.