meka.classifiers.multilabel

Class HASEL

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.LC

meka.classifiers.multilabel.PS

meka.classifiers.multilabel.RAkEL

meka.classifiers.multilabel.RAkELd

meka.classifiers.multilabel.HASEL

All Implemented Interfaces:

java.io.Serializable, java.lang.Cloneable, weka.classifiers.Classifier, weka.core.CapabilitiesHandler, weka.core.OptionHandler, weka.core.Randomizable, weka.core.RevisionHandler, weka.core.TechnicalInformationHandler

public class HASEL
extends RAkELd

HASEL - Partitions labels into subsets based on the dataset defined hierarchy. Note: assuming that a . (fullstop/period) in the attribute names defines hierarchical branches, e.g., Europe.Spain.

Version:

June 2014

Author:

Jesse Read

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
HASEL()

Method Summary

Methods

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances D)
java.lang.String	getRevision()
java.lang.String	globalInfo() Description to display in the GUI.
static void	main(java.lang.String[] args)

Methods inherited from class meka.classifiers.multilabel.RAkELd

getTechnicalInformation

Methods inherited from class meka.classifiers.multilabel.RAkEL

distributionForInstance, getK, getM, getOptions, getSeed, listOptions, setK, setM, setOptions, setSeed, toString

Methods inherited from class meka.classifiers.multilabel.PS

getN, getP, setN, setP

Methods inherited from class meka.classifiers.multilabel.MultilabelClassifier

evaluation, getCapabilities, getTemplate, makeCopies, runClassifier, testCapabilities

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, getClassifier, setClassifier

Methods inherited from class weka.classifiers.AbstractClassifier

classifyInstance, debugTipText, forName, getDebug, makeCopies, makeCopy, runClassifier, setDebug

Methods inherited from class java.lang.Object

equals, getClass, hashCode, notify, notifyAll, wait, wait, wait

Constructor Detail

HASEL

public HASEL()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class RAkELd

Returns:

the description

buildClassifier

public void buildClassifier(weka.core.Instances D)
                     throws java.lang.Exception

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class RAkELd

Throws:

java.lang.Exception

getRevision

public java.lang.String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class RAkELd

main

public static void main(java.lang.String[] args)