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	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	localOutlierFactor
Last Version	1.0.4
Release Date	Jul 23, 2013
Type	jar
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	http://weka.sourceforge.net/doc.packages/localOutlierFactor
Project Organization	University of Waikato, Hamilton, NZ
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

How to add to project

Apache Maven

<!-- 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>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/localOutlierFactor/
implementation 'nz.ac.waikato.cms.weka:localOutlierFactor:1.0.4'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/localOutlierFactor/
implementation ("nz.ac.waikato.cms.weka:localOutlierFactor:1.0.4")

Apache Buildr

'nz.ac.waikato.cms.weka:localOutlierFactor:jar:1.0.4'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="localOutlierFactor" rev="1.0.4">
  <artifact name="localOutlierFactor" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='localOutlierFactor', version='1.0.4')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "localOutlierFactor" % "1.0.4"

Leiningen

[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 Jul 23, 2013
1.0.3 May 22, 2013
1.0.2 Jan 16, 2013
1.0.1 Jun 29, 2012