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

License

Categories

Categories

Weka Business Logic Libraries Machine Learning
GroupId

GroupId

nz.ac.waikato.cms.weka
ArtifactId

ArtifactId

linearForwardSelection
Last Version

Last Version

1.0.2
Release Date

Release Date

Type

Type

jar
Description

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

Project URL

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

Project Organization

University of Waikato, Hamilton, NZ

Download linearForwardSelection

How to add to project

<!-- 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>
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/linearForwardSelection/
implementation 'nz.ac.waikato.cms.weka:linearForwardSelection:1.0.2'
// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/linearForwardSelection/
implementation ("nz.ac.waikato.cms.weka:linearForwardSelection:1.0.2")
'nz.ac.waikato.cms.weka:linearForwardSelection:jar:1.0.2'
<dependency org="nz.ac.waikato.cms.weka" name="linearForwardSelection" rev="1.0.2">
  <artifact name="linearForwardSelection" type="jar" />
</dependency>
@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='linearForwardSelection', version='1.0.2')
)
libraryDependencies += "nz.ac.waikato.cms.weka" % "linearForwardSelection" % "1.0.2"
[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
1.0.1