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localOutlierFactor

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.

License

License
Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

localOutlierFactor
Last Version

Last Version

1.0.4
Release Date

Release Date
Type

Type

jar
Description

Description

localOutlierFactor
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.
Project URL

Project URL

http://weka.sourceforge.net/doc.packages/localOutlierFactor
Project Organization

Project Organization

University of Waikato, Hamilton, NZ
Source Code Management

Source Code Management

https://svn.cms.waikato.ac.nz/svn/weka/tags/localOutlierFactor-1.0.4

Download localOutlierFactor

Filename Size
localOutlierFactor-1.0.4.pom
localOutlierFactor-1.0.4.jar 17 KB
localOutlierFactor-1.0.4-tests.jar 5 KB
localOutlierFactor-1.0.4-test-sources.jar 1 KB
localOutlierFactor-1.0.4-sources.jar 9 KB
localOutlierFactor-1.0.4-javadoc.jar 33 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/localOutlierFactor/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>localOutlierFactor</artifactId>
    <version>1.0.4</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/localOutlierFactor/
implementation 'nz.ac.waikato.cms.weka:localOutlierFactor:1.0.4'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/localOutlierFactor/
implementation ("nz.ac.waikato.cms.weka:localOutlierFactor:1.0.4")
'nz.ac.waikato.cms.weka:localOutlierFactor:jar:1.0.4'
<dependency org="nz.ac.waikato.cms.weka" name="localOutlierFactor" rev="1.0.4">
  <artifact name="localOutlierFactor" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='localOutlierFactor', version='1.0.4')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "localOutlierFactor" % "1.0.4"
[nz.ac.waikato.cms.weka/localOutlierFactor "1.0.4"]

Dependencies

compile (1)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev jar [3.7.1,)

test (2)

Group / Artifact Type Version
nz.ac.waikato.cms.weka : weka-dev test-jar [3.7.1,)
junit : junit jar 3.8.2

Project Modules

There are no modules declared in this project.

Versions

Version
1.0.4
1.0.3
1.0.2
1.0.1