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localOutlierFactor from group nz.ac.waikato.cms.weka (version 1.0.1)

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.

Group: nz.ac.waikato.cms.weka Artifact: localOutlierFactor
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Artifact localOutlierFactor
Group nz.ac.waikato.cms.weka
Version 1.0.1
Last update 29. June 2012
Tags: methods hans markus sander density outliers kriegel datasets applies score data neighbor jorg cores algorithm cpus distance more sigmod raymond search compute instance multiple identifying outlier functions information pluggable speed peter factor nearest that record breunig computation local each large filter based 2000
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,
There are maybe transitive dependencies!

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