The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.
A dimension reduction technique for outlier detection. DOBIN: a Distance based Outlier BasIs using Neighbours, constructs a set of basis vectors for outlier detection. This is not an outlier detection method; rather it is a pre-processing method for outlier detection. It brings outliers to the fore-front using fewer basis vectors (Kandanaarachchi, Hyndman 2020) <doi:10.1080/10618600.2020.1807353>.
Version: | 1.0.4 |
Depends: | R (≥ 3.4.0) |
Imports: | dbscan, ggplot2, pracma |
Suggests: | knitr, rmarkdown, OutliersO3, FNN |
Published: | 2022-08-25 |
DOI: | 10.32614/CRAN.package.dobin |
Author: | Sevvandi Kandanaarachchi
|
Maintainer: | Sevvandi Kandanaarachchi <sevvandik at gmail.com> |
License: | MIT + file LICENSE |
URL: | https://sevvandi.github.io/dobin/ |
NeedsCompilation: | no |
CRAN checks: | dobin results |
Reference manual: | dobin.pdf |
Vignettes: |
Introduction to dobin |
Package source: | dobin_1.0.4.tar.gz |
Windows binaries: | r-devel: dobin_1.0.4.zip, r-release: dobin_1.0.4.zip, r-oldrel: dobin_1.0.4.zip |
macOS binaries: | r-release (arm64): dobin_1.0.4.tgz, r-oldrel (arm64): dobin_1.0.4.tgz, r-release (x86_64): dobin_1.0.4.tgz, r-oldrel (x86_64): dobin_1.0.4.tgz |
Old sources: | dobin archive |
Please use the canonical form https://CRAN.R-project.org/package=dobin to link to this page.
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.