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SVMAttributeEval

Evaluates the worth of an attribute by using an SVM classifier. Attributes are ranked by the square of the weight assigned by the SVM. Attribute selection for multiclass problems is handled by ranking attributes for each class seperately using a one-vs-all method and then "dealing" from the top of each pile to give a final ranking. For more information see: I. Guyon, J. Weston, S. Barnhill, V. Vapnik (2002). Gene selection for cancer classification using support vector machines. Machine Learning. 46:389-422.

License

License
Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

SVMAttributeEval
Last Version

Last Version

1.0.2
Release Date

Release Date
Type

Type

jar
Description

Description

SVMAttributeEval
Evaluates the worth of an attribute by using an SVM classifier. Attributes are ranked by the square of the weight assigned by the SVM. Attribute selection for multiclass problems is handled by ranking attributes for each class seperately using a one-vs-all method and then "dealing" from the top of each pile to give a final ranking. For more information see: I. Guyon, J. Weston, S. Barnhill, V. Vapnik (2002). Gene selection for cancer classification using support vector machines. Machine Learning. 46:389-422.
Project URL

Project URL

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

Project Organization

University of Waikato, Hamilton, NZ

Download SVMAttributeEval

Filename Size
SVMAttributeEval-1.0.2.pom
SVMAttributeEval-1.0.2.jar 10 KB
SVMAttributeEval-1.0.2-tests.jar 4 KB
SVMAttributeEval-1.0.2-test-sources.jar 1 KB
SVMAttributeEval-1.0.2-sources.jar 6 KB
SVMAttributeEval-1.0.2-javadoc.jar 30 KB
Browse

How to add to project

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