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

How to add to project

Apache Maven

<!-- 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>

Gradle Groovy

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

Gradle Kotlin

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

Apache Buildr

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

Apache Ivy

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

Groovy Grape

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

Scala SBT

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

Leiningen

[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 Apr 26, 2012
1.0.1 Apr 24, 2012