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A filter that applies the LOF (Local Outlier Factor) algorithm to compute an outlier score for each instance in the data. Can use multiple cores/cpus to speed up the LOF computation for large datasets. Nearest neighbor search methods and distance functions are pluggable. For more information, see: Markus M. Breunig, Hans-Peter Kriegel, Raymond T. Ng, Jorg Sander (2000). LOF: Identifying Density-Based Local Outliers. ACM SIGMOD Record. 29(2):93-104.

Files of the artifact localOutlierFactor version 1.0.4 from the group nz.ac.waikato.cms.weka.

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Artifact localOutlierFactor
Group nz.ac.waikato.cms.weka
Version 1.0.4
Last update 23. July 2013
Organization University of Waikato, Hamilton, NZ
URL http://weka.sourceforge.net/doc.packages/localOutlierFactor
License GNU General Public License 3
Dependencies amount 1
Dependencies weka-dev,
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