consistencySubsetEval

Evaluates the worth of a subset of attributes by the level of consistency in the class values when the training instances are projected onto the subset of attributes. The consistency of any subset can never be lower than that of the full set of attributes, hence the usual practice is to use this subset evaluator in conjunction with a Random or Exhaustive search which looks for the smallest subset with consistency equal to that of the full set of attributes. See: H. Liu, R. Setiono: A probabilistic approach to feature selection - A filter solution. In: 13th International Conference on Machine Learning, 319-327, 1996.

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	consistencySubsetEval
Last Version	1.0.4
Release Date	Oct 17, 2014
Type	jar
Description	consistencySubsetEval Evaluates the worth of a subset of attributes by the level of consistency in the class values when the training instances are projected onto the subset of attributes. The consistency of any subset can never be lower than that of the full set of attributes, hence the usual practice is to use this subset evaluator in conjunction with a Random or Exhaustive search which looks for the smallest subset with consistency equal to that of the full set of attributes. See: H. Liu, R. Setiono: A probabilistic approach to feature selection - A filter solution. In: 13th International Conference on Machine Learning, 319-327, 1996.
Project URL	http://weka.sourceforge.net/doc.packages/consistencySubsetEval
Project Organization	University of Waikato, Hamilton, NZ
Source Code Management	https://svn.cms.waikato.ac.nz/svn/weka/tags/consistencySubsetEval-1.0.4

Download consistencySubsetEval

Filename	Size
consistencySubsetEval-1.0.4.pom
consistencySubsetEval-1.0.4.jar	9 KB
consistencySubsetEval-1.0.4-tests.jar	4 KB
consistencySubsetEval-1.0.4-test-sources.jar	1 KB
consistencySubsetEval-1.0.4-sources.jar	4 KB
consistencySubsetEval-1.0.4-javadoc.jar	33 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/consistencySubsetEval/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>consistencySubsetEval</artifactId>
    <version>1.0.4</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/consistencySubsetEval/
implementation 'nz.ac.waikato.cms.weka:consistencySubsetEval:1.0.4'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/consistencySubsetEval/
implementation ("nz.ac.waikato.cms.weka:consistencySubsetEval:1.0.4")

Apache Buildr

'nz.ac.waikato.cms.weka:consistencySubsetEval:jar:1.0.4'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="consistencySubsetEval" rev="1.0.4">
  <artifact name="consistencySubsetEval" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='consistencySubsetEval', version='1.0.4')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "consistencySubsetEval" % "1.0.4"

Leiningen

[nz.ac.waikato.cms.weka/consistencySubsetEval "1.0.4"]

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
1.0.4 Oct 17, 2014
1.0.3 Apr 29, 2014
1.0.2 Apr 26, 2012
1.0.1 Apr 24, 2012