meka.classifiers.multitarget.meta

Class BaggingMT

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.meta.MultilabelMetaClassifier

meka.classifiers.multilabel.meta.BaggingML

meka.classifiers.multitarget.meta.BaggingMT

All Implemented Interfaces:

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

public class BaggingMT
extends BaggingML
implements MultiTargetClassifier

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

Version:

March 2012

Author:

Jesse Read

See Also:

BaggingML, Serialized Form

Constructor Summary

Constructors

Constructor and Description
BaggingMT()

Method Summary

Methods

Modifier and Type	Method and Description
double[]	distributionForInstance(weka.core.Instance x)
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.BaggingML

buildClassifier

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

BaggingMT

public BaggingMT()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class BaggingML

Returns:

the description

distributionForInstance

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

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class MultilabelMetaClassifier

Throws:

java.lang.Exception

getRevision

public java.lang.String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class BaggingML

main

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