nz.ac.waikato.cms.weka:SVMAttributeEval 1.0.1

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.

Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	SVMAttributeEval
Version	1.0.1
Type	jar

Download SVMAttributeEval 1.0.1

Filename	Size
SVMAttributeEval-1.0.1.pom
SVMAttributeEval-1.0.1.jar	10 KB
SVMAttributeEval-1.0.1-tests.jar	4 KB
SVMAttributeEval-1.0.1-test-sources.jar	1 KB
SVMAttributeEval-1.0.1-sources.jar	6 KB
SVMAttributeEval-1.0.1-javadoc.jar	30 KB

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SVMAttributeEval/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>SVMAttributeEval</artifactId>
    <version>1.0.1</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SVMAttributeEval/
implementation 'nz.ac.waikato.cms.weka:SVMAttributeEval:1.0.1'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/SVMAttributeEval/
implementation ("nz.ac.waikato.cms.weka:SVMAttributeEval:1.0.1")

Apache Buildr

'nz.ac.waikato.cms.weka:SVMAttributeEval:jar:1.0.1'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="SVMAttributeEval" rev="1.0.1">
  <artifact name="SVMAttributeEval" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='SVMAttributeEval', version='1.0.1')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "SVMAttributeEval" % "1.0.1"

Leiningen

[nz.ac.waikato.cms.weka/SVMAttributeEval "1.0.1"]