CRAN/E | Rlof

Rlof

R Parallel Implementation of Local Outlier Factor(LOF)

Installation

About

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.

Key Metrics

Version 1.1.3
R ≥ 2.14.0
Published 2022-10-16 606 days ago
Needs compilation? yes
License GPL-2
License GPL-3
CRAN checks Rlof results

Downloads

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Maintainer

Maintainer

Yingsong Hu

Authors

Yingsong Hu
Wayne Murray
Yin Shan
Australia.

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

Rlof archive

Depends

R ≥ 2.14.0
doParallel
foreach

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