Rlof-package: R Parallel Implementation of Local Outlier Factor(LOF)

In Rlof: R Parallel Implementation of Local Outlier Factor(LOF)

R Parallel Implementation of Local Outlier Factor(LOF)

Description

R parallel implementation of Local Outlier Factor(LOF) which uses multiple CPUs to significantly speed up the LOF computation for large datasets. (Note: The overall performance depends on the computers especially the number of the cores).It also supports multiple k values to be calculated in parallel, as well as various distance measures in addition to the default Euclidean distance.

Details

Package:	Rlof
Version:	1.1.0
Date:	2015-09-10
Depends:	R (>= 2.14.0), doParallel, foreach
License:	GPL (>= 2)
URL:	https://CRAN.R-project.org/package=Rlof
What's new:	bug fix

Author(s)

Yingsong Hu <[e-mail]>, Wayne Murray and Yin Shan, Australia.

Maintainer: Yingsong Hu <[e-mail]>

Rlof documentation built on Oct. 16, 2022, 9:06 a.m.