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https://github.com/vonjd/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.
https://github.com/vonjd/OneR
Last synced: 3 months ago
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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.
- Host: GitHub
- URL: https://github.com/vonjd/OneR
- Owner: vonjd
- License: other
- Created: 2016-06-15T07:16:02.000Z (over 8 years ago)
- Default Branch: master
- Last Pushed: 2018-06-04T17:11:06.000Z (over 6 years ago)
- Last Synced: 2024-07-22T23:17:43.935Z (4 months ago)
- Language: R
- Homepage:
- Size: 437 KB
- Stars: 40
- Watchers: 5
- Forks: 3
- Open Issues: 2
-
Metadata Files:
- Readme: README.md
- License: LICENSE
Awesome Lists containing this project
README
# 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](https://www.youtube.com/watch?v=AGC0oRlXxgU)
You can find the vignette and full documentation in the package and on CRAN: [OneR: One Rule Machine Learning Classification Algorithm with Enhancements](https://cran.r-project.org/package=OneR)
## Installation
Install the latest stable version from [CRAN](https://cran.r-project.org/package=OneR):
```r
install.packages("OneR")
```
Install the latest development version from GitHub:
```R
install.packages("devtools")
library(devtools)
install_github("vonjd/OneR")
```
## Contact
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](https://www.h-ab.de/nc/eng/about-aschaffenburg-university-of-applied-sciences/organisation/personal/?tx_fhapersonal_pi1%5BshowUid%5D=jouanne-diedrich)