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leastMedSquared

Implements a least median squared linear regression utilizing the existing weka LinearRegression class to form predictions. Least squared regression functions are generated from random subsamples of the data. The least squared regression with the lowest meadian squared error is chosen as the final model. The basis of the algorithm is Peter J. Rousseeuw, Annick M. Leroy (1987). Robust regression and outlier detection.

License

License
Categories

Categories

Weka Business Logic Libraries Machine Learning Square Financial
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

leastMedSquared
Last Version

Last Version

1.0.2
Release Date

Release Date
Type

Type

jar
Description

Description

leastMedSquared
Implements a least median squared linear regression utilizing the existing weka LinearRegression class to form predictions. Least squared regression functions are generated from random subsamples of the data. The least squared regression with the lowest meadian squared error is chosen as the final model. The basis of the algorithm is Peter J. Rousseeuw, Annick M. Leroy (1987). Robust regression and outlier detection.
Project URL

Project URL

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

Project Organization

University of Waikato, Hamilton, NZ

Download leastMedSquared

Filename Size
leastMedSquared-1.0.2.pom
leastMedSquared-1.0.2.jar 9 KB
leastMedSquared-1.0.2-tests.jar 4 KB
leastMedSquared-1.0.2-test-sources.jar 1 KB
leastMedSquared-1.0.2-sources.jar 5 KB
leastMedSquared-1.0.2-javadoc.jar 30 KB
Browse

How to add to project

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/leastMedSquared/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>leastMedSquared</artifactId>
    <version>1.0.2</version>
</dependency>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/leastMedSquared/
implementation 'nz.ac.waikato.cms.weka:leastMedSquared:1.0.2'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/leastMedSquared/
implementation ("nz.ac.waikato.cms.weka:leastMedSquared:1.0.2")
'nz.ac.waikato.cms.weka:leastMedSquared:jar:1.0.2'
<dependency org="nz.ac.waikato.cms.weka" name="leastMedSquared" rev="1.0.2">
  <artifact name="leastMedSquared" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='leastMedSquared', version='1.0.2')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "leastMedSquared" % "1.0.2"
[nz.ac.waikato.cms.weka/leastMedSquared "1.0.2"]

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
1.0.2
1.0.1