meka.classifiers.multilabel.incremental.meta

Class BaggingMLUpdateable

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.meta.MultilabelMetaClassifier

meka.classifiers.multilabel.meta.EnsembleML

meka.classifiers.multilabel.incremental.meta.BaggingMLUpdateable

All Implemented Interfaces:

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

Direct Known Subclasses:

BaggingMLUpdateableADWIN

public class BaggingMLUpdateable
extends EnsembleML
implements weka.classifiers.UpdateableClassifier, weka.core.TechnicalInformationHandler

BaggingMLUpdatable.java - Using the OzaBag scheme (see OzaBag.java from MOA)). See also: N. Oza and S. Russell. Online bagging and boosting. In Artificial Intelligence and Statistics 2001, pages 105-112. Morgan Kaufmann, 2001.

Version:

Jan 2013

Author:

Jesse Read

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
BaggingMLUpdateable()

Method Summary

Methods

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

Methods inherited from class meka.classifiers.multilabel.meta.EnsembleML

getRevision

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

BaggingMLUpdateable

public BaggingMLUpdateable()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class EnsembleML

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 EnsembleML

Throws:

java.lang.Exception

updateClassifier

public void updateClassifier(weka.core.Instance x)
                      throws java.lang.Exception

Specified by:

updateClassifier in interface weka.classifiers.UpdateableClassifier

Throws:

java.lang.Exception

getTechnicalInformation

public weka.core.TechnicalInformation getTechnicalInformation()

Specified by:

getTechnicalInformation in interface weka.core.TechnicalInformationHandler

main

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