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Rlof (version 1.1.1)

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.

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Version

Install

install.packages('Rlof')

Monthly Downloads

511

Version

1.1.1

License

GPL (>= 2)

Maintainer

Yingsong Hu

Last Published

September 17th, 2015

Functions in Rlof (1.1.1)

distmc

Distance Matrix Computation with multi-threads
Rlof-package

R Parallel Implementation of Local Outlier Factor(LOF)
lof

Local Outlier Factor