An implementation of the 'k-means–' algorithm proposed by Chawla and Gionis, 2013 in their paper, "k-means– : A unified approach to clustering and outlier detection. SIAM International Conference on Data Mining (SDM13)", <doi:10.1137/1.9781611972832.21> and using 'ordering' described by Howe, 2013 in the thesis, Clustering and anomaly detection in tropical cyclones". Useful for creating (potentially) tighter clusters than standard k-means and simultaneously finding outliers inexpensively in multidimensional space.
| Version: | 0.2.0 |
| Suggests: | testthat |
| Published: | 2022-05-12 |
| DOI: | 10.32614/CRAN.package.kmodR |
| Author: | David Charles Howe
|
| Maintainer: | David Charles Howe <kmodR at edgecondition.com> |
| License: | GPL-3 |
| NeedsCompilation: | no |
| Materials: | README, NEWS |
| In views: | AnomalyDetection |
| CRAN checks: | kmodR results |
| Reference manual: | kmodR.html , kmodR.pdf |
| Package source: | kmodR_0.2.0.tar.gz |
| Windows binaries: | r-devel: kmodR_0.2.0.zip, r-release: kmodR_0.2.0.zip, r-oldrel: kmodR_0.2.0.zip |
| macOS binaries: | r-release (arm64): kmodR_0.2.0.tgz, r-oldrel (arm64): kmodR_0.2.0.tgz, r-release (x86_64): kmodR_0.2.0.tgz, r-oldrel (x86_64): kmodR_0.2.0.tgz |
| Old sources: | kmodR archive |
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