Package moa.clusterers

Class ClusterGenerator

java.lang.Object

moa.AbstractMOAObject

moa.options.AbstractOptionHandler

moa.clusterers.AbstractClusterer

moa.clusterers.ClusterGenerator

All Implemented Interfaces:

Configurable, java.io.Serializable, Clusterer, AWTRenderable, MOAObject, OptionHandler

public class ClusterGenerator
extends AbstractClusterer

See Also:

Serialized Form

Field Summary

Fields

Modifier and Type	Field	Description
FloatOption	clusterAddOption
FloatOption	clusterRemoveOption
FloatOption	joinClustersOption
FloatOption	positionOffsetOption
FloatOption	radiusDecreaseOption
FloatOption	radiusIncreaseOption
IntOption	timeWindowOption

Fields inherited from class moa.clusterers.AbstractClusterer

clustererRandom, clustering, evaluateMicroClusteringOption, modelContext, randomSeed, randomSeedOption, trainingWeightSeenByModel

Fields inherited from class moa.options.AbstractOptionHandler

config

Constructor Summary

Constructors

Constructor	Description
ClusterGenerator()

Method Summary

Modifier and Type	Method	Description
Clustering	getClusteringResult()
Clustering	getMicroClusteringResult()
void	getModelDescription(java.lang.StringBuilder out, int indent)
protected Measurement[]	getModelMeasurementsImpl()
double[]	getVotesForInstance(Instance inst)
boolean	implementsMicroClusterer()
boolean	isRandomizable()
boolean	keepClassLabel()
void	resetLearningImpl()
void	setSourceClustering(Clustering source)
void	trainOnInstanceImpl(Instance inst)

Methods inherited from class moa.clusterers.AbstractClusterer

contextIsCompatible, copy, getAttributeNameString, getAWTRenderer, getClassLabelString, getClassNameString, getDescription, getModelContext, getModelMeasurements, getNominalValueString, getPurposeString, getSubClusterers, modelAttIndexToInstanceAttIndex, modelAttIndexToInstanceAttIndex, prepareForUseImpl, resetLearning, setModelContext, setRandomSeed, trainingHasStarted, trainingWeightSeenByModel, trainOnInstance

Methods inherited from class moa.AbstractMOAObject

copy, measureByteSize, measureByteSize, toString

Methods inherited from class moa.options.AbstractOptionHandler

getCLICreationString, getOptions, getPreparedClassOption, prepareClassOptions, prepareForUse, prepareForUse

Methods inherited from interface moa.MOAObject

measureByteSize

Methods inherited from class java.lang.Object

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

Methods inherited from interface moa.options.OptionHandler

getCLICreationString, getOptions, prepareForUse, prepareForUse

Field Detail

timeWindowOption

public IntOption timeWindowOption

radiusDecreaseOption

public FloatOption radiusDecreaseOption

radiusIncreaseOption

public FloatOption radiusIncreaseOption

positionOffsetOption

public FloatOption positionOffsetOption

clusterRemoveOption

public FloatOption clusterRemoveOption

joinClustersOption

public FloatOption joinClustersOption

clusterAddOption

public FloatOption clusterAddOption

Constructor Detail

ClusterGenerator

public ClusterGenerator()

Method Detail

resetLearningImpl

public void resetLearningImpl()

Specified by:

resetLearningImpl in class AbstractClusterer

trainOnInstanceImpl

public void trainOnInstanceImpl(Instance inst)

Specified by:

trainOnInstanceImpl in class AbstractClusterer

implementsMicroClusterer

public boolean implementsMicroClusterer()

Specified by:

implementsMicroClusterer in interface Clusterer

Overrides:

implementsMicroClusterer in class AbstractClusterer

setSourceClustering

public void setSourceClustering(Clustering source)

getMicroClusteringResult

public Clustering getMicroClusteringResult()

Specified by:

getMicroClusteringResult in interface Clusterer

Overrides:

getMicroClusteringResult in class AbstractClusterer

getClusteringResult

public Clustering getClusteringResult()

getModelMeasurementsImpl

protected Measurement[] getModelMeasurementsImpl()

Specified by:

getModelMeasurementsImpl in class AbstractClusterer

getModelDescription

public void getModelDescription(java.lang.StringBuilder out,
                                int indent)

Specified by:

getModelDescription in class AbstractClusterer

isRandomizable

public boolean isRandomizable()

keepClassLabel

public boolean keepClassLabel()

Specified by:

keepClassLabel in interface Clusterer

Overrides:

keepClassLabel in class AbstractClusterer

getVotesForInstance

public double[] getVotesForInstance(Instance inst)