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Rlof: R Parallel Implementation of Local Outlier Factor(LOF)
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.
Getting started
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Package details |
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| Author | Yingsong Hu, Wayne Murray and Yin Shan, Australia. |
| Maintainer | Yingsong Hu <yingsonghu@hotmail.com> |
| License | GPL (>= 2) |
| Version | 1.1.3 |
| Package repository | View on CRAN |
| Installation |
Install the latest version of this package by entering the following in R:
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