linearForwardSelection

Extension of BestFirst. Takes a restricted number of k attributes into account. Fixed-set selects a fixed number k of attributes, whereas k is increased in each step when fixed-width is selected. The search uses either the initial ordering to select the top k attributes, or performs a ranking (with the same evalutator the search uses later on). The search direction can be forward, or floating forward selection (with opitional backward search steps). For more information see: Martin Guetlein (2006). Large Scale Attribute Selection Using Wrappers. Freiburg, Germany.

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	linearForwardSelection
Last Version	1.0.2
Release Date	Apr 26, 2012
Type	jar
Description	linearForwardSelection Extension of BestFirst. Takes a restricted number of k attributes into account. Fixed-set selects a fixed number k of attributes, whereas k is increased in each step when fixed-width is selected. The search uses either the initial ordering to select the top k attributes, or performs a ranking (with the same evalutator the search uses later on). The search direction can be forward, or floating forward selection (with opitional backward search steps). For more information see: Martin Guetlein (2006). Large Scale Attribute Selection Using Wrappers. Freiburg, Germany.
Project URL	http://weka.sourceforge.net/doc.packages/linearForwardSelection
Project Organization	University of Waikato, Hamilton, NZ

Download linearForwardSelection

Filename	Size
linearForwardSelection-1.0.2.pom
linearForwardSelection-1.0.2.jar	24 KB
linearForwardSelection-1.0.2-tests.jar	5 KB
linearForwardSelection-1.0.2-test-sources.jar	2 KB
linearForwardSelection-1.0.2-sources.jar	16 KB
linearForwardSelection-1.0.2-javadoc.jar	57 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/linearForwardSelection/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>linearForwardSelection</artifactId>
    <version>1.0.2</version>
</dependency>

Gradle Groovy

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

Gradle Kotlin

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

Apache Buildr

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

Apache Ivy

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

Groovy Grape

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

Scala SBT

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

Leiningen

[nz.ac.waikato.cms.weka/linearForwardSelection "1.0.2"]

Dependencies

compile (2)

Group / Artifact	Type	Version
nz.ac.waikato.cms.weka : weka-dev	jar	[3.7.1,)
nz.ac.waikato.cms.weka : classifierBasedAttributeSelection	jar	[1.0.0,)

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