meka.classifiers.multitarget

Class CCp

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.CC

meka.classifiers.multitarget.CCp

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, weka.core.TechnicalInformationHandler

public class CCp
extends CC
implements MultiTargetClassifier

CCp.java - Multitarget CC with probabilistic output.
This version includes probabilistic output in the distributionForInstance, like other MT methods.
i.e.: y[j+L] := P(y[j]|x) (this is usefull when used in an ensemble).

Version:

March 2012

Author:

Jesse Read (jesse@tsc.uc3m.es)

See Also:

CC, Serialized Form

Constructor Summary

Constructors

Constructor and Description
CCp()

Method Summary

Methods

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances D)
double[]	distributionForInstance(weka.core.Instance x)
int[]	getChain()
java.lang.String	getRevision()
int	getSeed()
java.lang.String	globalInfo() Description to display in the GUI.
static void	main(java.lang.String[] args)
void	setChain(int[] chain)
void	setSeed(int s)

Methods inherited from class meka.classifiers.multilabel.CC

getConfidences, getTechnicalInformation, getTransformTemplates, probabilityForInstance, rebuildClassifier, sampleForInstance, sampleForInstanceFast, transformInstance

Methods inherited from class meka.classifiers.multilabel.MultilabelClassifier

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

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, getClassifier, getOptions, listOptions, setClassifier, setOptions

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

CCp

public CCp()

Method Detail

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class CC

Returns:

the description

setSeed

public void setSeed(int s)

Specified by:

setSeed in interface weka.core.Randomizable

Overrides:

setSeed in class CC

getSeed

public int getSeed()

Specified by:

getSeed in interface weka.core.Randomizable

Overrides:

getSeed in class CC

setChain

public void setChain(int[] chain)

Overrides:

setChain in class CC

getChain

public int[] getChain()

Overrides:

getChain in class CC

buildClassifier

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

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class CC

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 CC

Throws:

java.lang.Exception

getRevision

public java.lang.String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class MultilabelClassifier

main

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