meka.classifiers.multilabel.meta

Class MultilabelMetaClassifier

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.meta.MultilabelMetaClassifier

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:

BaggingML, BaggingMLdup, EnsembleML, RandomSubspaceML

public abstract class MultilabelMetaClassifier
extends MultilabelClassifier
implements weka.core.Randomizable

MultilabelMetaClassifier.java - For ensembles of multi-label methods.

Author:

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

See Also:

Serialized Form

Constructor Summary

Constructors

Constructor and Description
MultilabelMetaClassifier()

Method Summary

Methods

Modifier and Type	Method and Description
double[]	distributionForInstance(weka.core.Instance x)
int	getBagSizePercent()
int	getNumIterations()
java.lang.String[]	getOptions()
int	getSeed()
java.lang.String	globalInfo() Description to display in the GUI.
java.util.Enumeration	listOptions()
void	setBagSizePercent(int p)
void	setNumIterations(int n)
void	setOptions(java.lang.String[] options)
void	setSeed(int s)

Methods inherited from class meka.classifiers.multilabel.MultilabelClassifier

buildClassifier, evaluation, getCapabilities, getRevision, 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

MultilabelMetaClassifier

public MultilabelMetaClassifier()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class MultilabelClassifier

Returns:

the description

distributionForInstance

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

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Specified by:

distributionForInstance in class MultilabelClassifier

Throws:

java.lang.Exception

getNumIterations

public int getNumIterations()

setNumIterations

public void setNumIterations(int n)

getBagSizePercent

public int getBagSizePercent()

setBagSizePercent

public void setBagSizePercent(int p)

setSeed

public void setSeed(int s)

Specified by:

setSeed in interface weka.core.Randomizable

getSeed

public int getSeed()

Specified by:

getSeed in interface weka.core.Randomizable

listOptions

public java.util.Enumeration listOptions()

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class weka.classifiers.SingleClassifierEnhancer

setOptions

public void setOptions(java.lang.String[] options)
                throws java.lang.Exception

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class weka.classifiers.SingleClassifierEnhancer

Throws:

java.lang.Exception

getOptions

public java.lang.String[] getOptions()

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class weka.classifiers.SingleClassifierEnhancer