meka.classifiers.multilabel.incremental

Class PSUpdateable

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.LC

meka.classifiers.multilabel.PS

meka.classifiers.multilabel.incremental.PSUpdateable

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 PSUpdateable
extends PS
implements weka.classifiers.UpdateableClassifier

PSUpdateable.java - Pruned Sets Updateable. Can be given any base classifier, since it must rebuild when the buffer is full anyway.
While the initial training set is being buffered, it will predict the majority labelset. Note that this version buffers training examples, not just combinations.

Version:

September, 2011

Author:

Jesse Read

See Also:

PS, Serialized Form

Constructor Summary

Constructors

Constructor and Description
PSUpdateable()

Method Summary

Methods

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances D)
double[]	distributionForInstance(weka.core.Instance x)
java.lang.String[]	getOptions()
java.lang.String	globalInfo() Description to display in the GUI.
java.util.Enumeration	listOptions()
static void	main(java.lang.String[] args)
void	setOptions(java.lang.String[] options)
void	updateClassifier(weka.core.Instance x)

Methods inherited from class meka.classifiers.multilabel.PS

getN, getP, getRevision, getSeed, getTechnicalInformation, setN, setP, setSeed

Methods inherited from class meka.classifiers.multilabel.LC

toString

Methods inherited from class meka.classifiers.multilabel.MultilabelClassifier

evaluation, getCapabilities, getTemplate, makeCopies, runClassifier, testCapabilities

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

PSUpdateable

public PSUpdateable()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description copied from class: PS

Description to display in the GUI.

Overrides:

globalInfo in class PS

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 PS

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

distributionForInstance

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

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class LC

Throws:

java.lang.Exception

getOptions

public java.lang.String[] getOptions()

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class PS

setOptions

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

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class PS

Throws:

java.lang.Exception

listOptions

public java.util.Enumeration listOptions()

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class PS

main

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