meka.classifiers.multilabel

Class CDT

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.MultilabelClassifier

meka.classifiers.multilabel.CDN

meka.classifiers.multilabel.CDT

All Implemented Interfaces:

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

public class CDT
extends CDN

CDT.java - Conditional Dependency Trellis. Like CDN, but with a trellis structure (like CT) rather than a fully connected network.

Version:

January 2014

Author:

Jesse Read

See Also:

CDN, CT, Serialized Form

Constructor Summary

Constructors

Constructor and Description
CDT()

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	getRevision()
weka.core.TechnicalInformation	getTechnicalInformation()
int	getType() GetI - Get the neighbourhood type (number of neighbours for each node).
int	getWidth() GetH - Get the trellis width.
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	setType(int c) SetI - Sets the neighbourhood type (number of neighbours for each node).
void	setWidth(int h) SetH - Sets the trellis width.

Methods inherited from class meka.classifiers.multilabel.CDN

getI, getIc, getSeed, seedTipText, setI, setIc, 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

CDT

public CDT()

Method Detail

buildClassifier

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

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class CDN

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 CDN

Throws:

java.lang.Exception

listOptions

public java.util.Enumeration listOptions()

Specified by:

listOptions in interface weka.core.OptionHandler

Overrides:

listOptions in class CDN

setOptions

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

Specified by:

setOptions in interface weka.core.OptionHandler

Overrides:

setOptions in class CDN

Throws:

java.lang.Exception

getOptions

public java.lang.String[] getOptions()

Specified by:

getOptions in interface weka.core.OptionHandler

Overrides:

getOptions in class CDN

getType

public int getType()

GetI - Get the neighbourhood type (number of neighbours for each node).

setType

public void setType(int c)

SetI - Sets the neighbourhood type (number of neighbours for each node).

getWidth

public int getWidth()

GetH - Get the trellis width.

setWidth

public void setWidth(int h)

SetH - Sets the trellis width.

main

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

globalInfo

public java.lang.String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class CDN

Returns:

the description

getTechnicalInformation

public weka.core.TechnicalInformation getTechnicalInformation()

Specified by:

getTechnicalInformation in interface weka.core.TechnicalInformationHandler

Overrides:

getTechnicalInformation in class CDN

getRevision

public java.lang.String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class CDN