meka.classifiers.multilabel.meta

Class EnsembleML

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.meta.MultilabelMetaClassifier

meka.classifiers.multilabel.meta.EnsembleML

All Implemented Interfaces:

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

Direct Known Subclasses:

BaggingMLUpdateable, EnsembleMT

public class EnsembleML
extends MultilabelMetaClassifier

EnsembleML.java - Combines several multi-label classifiers in a simple-subset ensemble.

Author:

Jesse Read (jmr30@cs.waikato.ac.nz)

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
EnsembleML()

Method Summary

Methods

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances train)
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.meta.MultilabelMetaClassifier

distributionForInstance, getBagSizePercent, getNumIterations, getOptions, getSeed, listOptions, setBagSizePercent, setNumIterations, setOptions, setSeed

Methods inherited from class meka.classifiers.multilabel.MultilabelClassifier

evaluation, getCapabilities, getTemplate, makeCopies, runClassifier, testCapabilities, toString

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

EnsembleML

public EnsembleML()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class MultilabelMetaClassifier

Returns:

the description

buildClassifier

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

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Specified by:

buildClassifier in class MultilabelClassifier

Throws:

java.lang.Exception

getRevision

public java.lang.String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class MultilabelClassifier

main

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