meka.classifiers.multitarget

Class CCp

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.ProblemTransformationMethod

meka.classifiers.multilabel.CC

meka.classifiers.multitarget.CCp

All Implemented Interfaces:

Serializable, Cloneable, MultiLabelClassifier, MultiTargetClassifier, MultiLabelDrawable, weka.classifiers.Classifier, weka.core.BatchPredictor, weka.core.CapabilitiesHandler, weka.core.CapabilitiesIgnorer, weka.core.CommandlineRunnable, 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

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
protected class	CCp.Link

Field Summary

Fields

Modifier and Type	Field and Description
protected double[]	confidences
protected CCp.Link	root

Fields inherited from class meka.classifiers.multilabel.CC

m_Chain, m_R, m_S, nodes

Fields inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

m_InstancesTemplate

Fields inherited from class weka.classifiers.SingleClassifierEnhancer

m_Classifier

Fields inherited from class weka.classifiers.AbstractClassifier

BATCH_SIZE_DEFAULT, m_BatchSize, m_Debug, m_DoNotCheckCapabilities, m_numDecimalPlaces, NUM_DECIMAL_PLACES_DEFAULT

Fields inherited from interface meka.core.MultiLabelDrawable

BayesNet, Newick, NOT_DRAWABLE, TREE

Constructor Summary

Constructors

Constructor and Description
CCp()

Method Summary

Modifier and Type	Method and Description
void	buildClassifier(weka.core.Instances D)
double[]	distributionForInstance(weka.core.Instance x)
String	getRevision()
String	globalInfo() Description to display in the GUI.
static void	main(String[] args)

Methods inherited from class meka.classifiers.multilabel.CC

getConfidences, getDefaultSeed, getModel, getOptions, getSeed, getTechnicalInformation, getTransformTemplates, graph, graphType, listOptions, prepareChain, prepareChain, probabilityForInstance, rebuildClassifier, retrieveChain, sampleForInstance, sampleForInstanceFast, seedTipText, setOptions, setSeed, toString, transformInstance

Methods inherited from class meka.classifiers.multilabel.ProblemTransformationMethod

defaultClassifierString, evaluation, getCapabilities, getTemplate, makeCopies, runClassifier, testCapabilities

Methods inherited from class weka.classifiers.SingleClassifierEnhancer

classifierTipText, defaultClassifierOptions, getClassifier, getClassifierSpec, postExecution, preExecution, setClassifier

Methods inherited from class weka.classifiers.AbstractClassifier

batchSizeTipText, classifyInstance, debugTipText, distributionsForInstances, doNotCheckCapabilitiesTipText, forName, getBatchSize, getDebug, getDoNotCheckCapabilities, getNumDecimalPlaces, implementsMoreEfficientBatchPrediction, makeCopies, makeCopy, numDecimalPlacesTipText, run, runClassifier, setBatchSize, setDebug, setDoNotCheckCapabilities, setNumDecimalPlaces

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait

Methods inherited from interface meka.classifiers.multitarget.MultiTargetClassifier

debugTipText, getDebug, getModel, setDebug

Methods inherited from interface weka.classifiers.Classifier

classifyInstance, getCapabilities

Methods inherited from interface weka.core.OptionHandler

getOptions, listOptions, setOptions

Methods inherited from interface meka.classifiers.multilabel.MultiLabelClassifier

debugTipText, getDebug, setDebug

Field Detail

root

protected CCp.Link root

confidences

protected double[] confidences

Constructor Detail

CCp

public CCp()

Method Detail

globalInfo

public String globalInfo()

Description to display in the GUI.

Overrides:

globalInfo in class CC

Returns:

the description

buildClassifier

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

Specified by:

buildClassifier in interface weka.classifiers.Classifier

Overrides:

buildClassifier in class CC

Throws:

Exception

distributionForInstance

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

Specified by:

distributionForInstance in interface weka.classifiers.Classifier

Overrides:

distributionForInstance in class CC

Throws:

Exception

getRevision

public String getRevision()

Specified by:

getRevision in interface weka.core.RevisionHandler

Overrides:

getRevision in class ProblemTransformationMethod

main

public static void main(String[] args)