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	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning Square Financial
GroupId	nz.ac.waikato.cms.weka
ArtifactId	leastMedSquared
Last Version	1.0.2
Release Date	Apr 26, 2012
Type	jar
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	http://weka.sourceforge.net/doc.packages/leastMedSquared
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

How to add to project

Apache Maven

<!-- 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>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/leastMedSquared/
implementation 'nz.ac.waikato.cms.weka:leastMedSquared:1.0.2'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/leastMedSquared/
implementation ("nz.ac.waikato.cms.weka:leastMedSquared:1.0.2")

Apache Buildr

'nz.ac.waikato.cms.weka:leastMedSquared:jar:1.0.2'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="leastMedSquared" rev="1.0.2">
  <artifact name="leastMedSquared" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='leastMedSquared', version='1.0.2')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "leastMedSquared" % "1.0.2"

Leiningen

[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 Apr 26, 2012
1.0.1 Apr 24, 2012