meka.classifiers.multitarget.meta

Class EnsembleMT

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.ProblemTransformationMethod

meka.classifiers.multilabel.meta.MetaProblemTransformationMethod

meka.classifiers.multilabel.meta.EnsembleML

meka.classifiers.multitarget.meta.EnsembleMT

All Implemented Interfaces:

Serializable, Cloneable, MultiLabelClassifier, MultiTargetClassifier, weka.classifiers.Classifier, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, weka.core.OptionHandler, weka.core.Randomizable, weka.core.RevisionHandler

public class EnsembleMT
extends EnsembleML
implements MultiTargetClassifier

The Multi-Target Version of EnsembleML. It takes votes using the confidence outputs of the base classifier.

Version:

Sepetember 2012

Author:

Jesse Read

See Also:

EnsembleML, Serialized Form

Field Summary

Fields inherited from class meka.classifiers.multilabel.meta.MetaProblemTransformationMethod

m_BagSizePercent, m_Classifiers, m_NumIterations, m_Seed

Fields inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

m_InstancesTemplate

Fields inherited from class weka.classifiers.SingleClassifierEnhancer

m_Classifier

Fields inherited from class weka.classifiers.AbstractClassifier

BATCH_SIZE_DEFAULT, m_BatchSize, m_Debug, m_DoNotCheckCapabilities, m_numDecimalPlaces, NUM_DECIMAL_PLACES_DEFAULT

Constructor Summary

Constructors

Constructor and Description
EnsembleMT()

Method Summary

Modifier and Type	Method and Description
protected String	defaultClassifierString()
double[]	distributionForInstance(weka.core.Instance x)
String	getRevision()
String	globalInfo() Description to display in the GUI.
static void	main(String[] args)

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

buildClassifier

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

bagSizePercentTipText, getBagSizePercent, getModel, getNumIterations, getOptions, getSeed, listOptions, numIterationsTipText, seedTipText, setBagSizePercent, setNumIterations, setOptions, setSeed

Methods inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

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

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierOptions, getClassifier, getClassifierSpec, postExecution, preExecution, setClassifier

Methods inherited from class weka.classifiers.AbstractClassifier

batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface meka.classifiers.multitarget.MultiTargetClassifier

debugTipText, getDebug, getModel, setDebug

Methods inherited from interface weka.classifiers.Classifier

buildClassifier, classifyInstance, getCapabilities

Methods inherited from interface weka.core.OptionHandler

getOptions, listOptions, setOptions

Methods inherited from interface meka.classifiers.multilabel.MultiLabelClassifier

debugTipText, getDebug, setDebug

Constructor Detail

EnsembleMT

public EnsembleMT()

Method Detail

defaultClassifierString

protected String defaultClassifierString()

Overrides:

defaultClassifierString in class MetaProblemTransformationMethod

globalInfo

public String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class EnsembleML

Returns:

the description

distributionForInstance

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

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class MetaProblemTransformationMethod

Throws:

Exception

getRevision

public String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class EnsembleML

main

public static void main(String[] args)