thresholdSelector

A metaclassifier that selecting a mid-point threshold on the probability output by a Classifier. The midpoint threshold is set so that a given performance measure is optimized. Currently this is the F-measure. Performance is measured either on the training data, a hold-out set or using cross-validation. In addition, the probabilities returned by the base learner can have their range expanded so that the output probabilities will reside between 0 and 1 (this is useful if the scheme normally produces probabilities in a very narrow range).

License	GNU General Public License 3
Categories	Weka Business Logic Libraries Machine Learning
GroupId	nz.ac.waikato.cms.weka
ArtifactId	thresholdSelector
Last Version	1.0.3
Release Date	Apr 25, 2014
Type	jar
Description	thresholdSelector A metaclassifier that selecting a mid-point threshold on the probability output by a Classifier. The midpoint threshold is set so that a given performance measure is optimized. Currently this is the F-measure. Performance is measured either on the training data, a hold-out set or using cross-validation. In addition, the probabilities returned by the base learner can have their range expanded so that the output probabilities will reside between 0 and 1 (this is useful if the scheme normally produces probabilities in a very narrow range).
Project URL	http://weka.sourceforge.net/doc.packages/thresholdSelector
Project Organization	University of Waikato, Hamilton, NZ
Source Code Management	https://svn.cms.waikato.ac.nz/svn/weka/tags/thresholdSelector-1.0.3

Download thresholdSelector

Filename	Size
thresholdSelector-1.0.3.pom
thresholdSelector-1.0.3.jar	12 KB
thresholdSelector-1.0.3-tests.jar	7 KB
thresholdSelector-1.0.3-test-sources.jar	3 KB
thresholdSelector-1.0.3-sources.jar	9 KB
thresholdSelector-1.0.3-javadoc.jar	34 KB

How to add to project

Apache Maven

<!-- https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/thresholdSelector/ -->
<dependency>
    <groupId>nz.ac.waikato.cms.weka</groupId>
    <artifactId>thresholdSelector</artifactId>
    <version>1.0.3</version>
</dependency>

Gradle Groovy

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/thresholdSelector/
implementation 'nz.ac.waikato.cms.weka:thresholdSelector:1.0.3'

Gradle Kotlin

// https://jarcasting.com/artifacts/nz.ac.waikato.cms.weka/thresholdSelector/
implementation ("nz.ac.waikato.cms.weka:thresholdSelector:1.0.3")

Apache Buildr

'nz.ac.waikato.cms.weka:thresholdSelector:jar:1.0.3'

Apache Ivy

<dependency org="nz.ac.waikato.cms.weka" name="thresholdSelector" rev="1.0.3">
  <artifact name="thresholdSelector" type="jar" />
</dependency>

Groovy Grape

@Grapes(
@Grab(group='nz.ac.waikato.cms.weka', module='thresholdSelector', version='1.0.3')
)

Scala SBT

libraryDependencies += "nz.ac.waikato.cms.weka" % "thresholdSelector" % "1.0.3"

Leiningen

[nz.ac.waikato.cms.weka/thresholdSelector "1.0.3"]

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
1.0.3 Apr 25, 2014
1.0.2 Apr 26, 2012
1.0.1 Apr 24, 2012