meka.classifiers.multilabel.incremental

Class CCUpdateable

java.lang.Object

weka.classifiers.AbstractClassifier

weka.classifiers.SingleClassifierEnhancer

meka.classifiers.multilabel.ProblemTransformationMethod

meka.classifiers.multilabel.CC

meka.classifiers.multilabel.incremental.CCUpdateable

All Implemented Interfaces:

Serializable, Cloneable, IncrementalMultiLabelClassifier, MultiLabelClassifier, MultiLabelDrawable, weka.classifiers.Classifier, weka.classifiers.UpdateableClassifier, 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 CCUpdateable
extends CC
implements IncrementalMultiLabelClassifier

CCUpdateable.java - Updateable version of CC. A CC method which can be updated incrementally (assuming an incremental base classifier).

Version:

September, 2011

Author:

Jesse Read

See Also:

CC, Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
protected class	CCUpdateable.ULink

Field Summary

Fields

Modifier and Type	Field and Description
protected CCUpdateable.ULink	root

Fields inherited from class meka.classifiers.multilabel.CC

confidences, 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
CCUpdateable()

Method Summary

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

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

evaluation, getCapabilities, getRevision, 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.multilabel.MultiLabelClassifier

debugTipText, getDebug, getModel, setDebug

Methods inherited from interface weka.classifiers.Classifier

classifyInstance, getCapabilities

Methods inherited from interface weka.core.OptionHandler

getOptions, listOptions, setOptions

Field Detail

root

protected CCUpdateable.ULink root

Constructor Detail

CCUpdateable

public CCUpdateable()

Method Detail

defaultClassifierString

protected String defaultClassifierString()

Overrides:

defaultClassifierString in class ProblemTransformationMethod

globalInfo

public String globalInfo()

Description copied from class: CC

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

updateClassifier

public void updateClassifier(weka.core.Instance x)
                      throws Exception

Specified by:

updateClassifier in interface weka.classifiers.UpdateableClassifier

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

main

public static void main(String[] args)