meka.classifiers.multilabel.incremental.meta

Class BaggingMLUpdateableADWIN

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

meka.classifiers.multilabel.incremental.meta.BaggingMLUpdateableADWIN

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

public class BaggingMLUpdateableADWIN
extends BaggingMLUpdateable

BaggingMLUpdatableUpdateableADWIN.java - Using the OzaBag scheme (see OzaBag.java from MOA)).

Version:

Jan 2013

Author:

Jesse Read

See Also:

BaggingMLUpdateable, Serialized Form

Constructor Summary

Constructors

Constructor and Description
BaggingMLUpdateableADWIN()

Method Summary

Methods

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances D)
double[]	distributionForInstance(weka.core.Instance x) DistributionForInstance - And Check for drift by measuring a type of error.
static void	main(java.lang.String[] args)

Methods inherited from class meka.classifiers.multilabel.incremental.meta.BaggingMLUpdateable

getTechnicalInformation, globalInfo, updateClassifier

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

getRevision

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

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

BaggingMLUpdateableADWIN

public BaggingMLUpdateableADWIN()

Method Detail

buildClassifier

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

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class BaggingMLUpdateable

Throws:

java.lang.Exception

distributionForInstance

public double[] distributionForInstance(weka.core.Instance x)
                                 throws java.lang.Exception

DistributionForInstance - And Check for drift by measuring a type of error.

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class MultilabelMetaClassifier

Throws:

java.lang.Exception

main

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