moa.clusterers.outliers.MCOD

Class MCODBase

java.lang.Object

moa.AbstractMOAObject

moa.options.AbstractOptionHandler

moa.clusterers.AbstractClusterer

moa.clusterers.outliers.MyBaseOutlierDetector

moa.clusterers.outliers.MCOD.MCODBase

All Implemented Interfaces:

Serializable, Clusterer, AWTRenderable, MOAObject, OptionHandler

Direct Known Subclasses:

MCOD

public abstract class MCODBase
extends MyBaseOutlierDetector

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
protected static class	MCODBase.EventItem
protected static class	MCODBase.EventQueue

Nested classes/interfaces inherited from class moa.clusterers.outliers.MyBaseOutlierDetector

MyBaseOutlierDetector.Outlier, MyBaseOutlierDetector.OutlierNotifier, MyBaseOutlierDetector.PrintMsg, MyBaseOutlierDetector.ProgressInfo, MyBaseOutlierDetector.StdPrintMsg

Field Summary

Fields

Modifier and Type	Field and Description
boolean	bWarning
protected MCODBase.EventQueue	eventQueue
protected static Long	FIRST_OBJ_ID
protected ISBIndex	ISB_PD
protected int	m_k
int	m_nBothInlierOutlier
int	m_nOnlyInlier
int	m_nOnlyOutlier
protected double	m_radius
protected double	m_theta
protected int	m_WindowSize
protected moa.clusterers.outliers.MCOD.MTreeMicroClusters	mtreeMC
protected TreeSet<ISBIndex.ISBNode>	nodesReinsert
protected Long	objId
protected TreeSet<MicroCluster>	setMC
protected Vector<ISBIndex.ISBNode>	windowNodes

Fields inherited from class moa.clusterers.outliers.MyBaseOutlierDetector

bShowProgress, bStopAlgorithm, bTrace, iMaxMemUsage, myOut, myProgressInfo, nRangeQueriesExecuted, nTimePerObj, nTotalRunTime, outlierNotifier, random, windowSizeOption

Fields inherited from class moa.clusterers.AbstractClusterer

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

Fields inherited from class moa.options.AbstractOptionHandler

classOptionNamesToPreparedObjects, options

Constructor Summary

Constructors

Constructor and Description
MCODBase()

Method Summary

Methods

Modifier and Type	Method and Description
String	getObjectInfo(Object obj)
String	getStatistics()
protected boolean	IsNodeIdInWin(long id)
void	PrintEventQueue()
void	PrintMCSet(Set<MicroCluster> set)
void	PrintNodeList(List<ISBIndex.ISBNode> list)
void	PrintNodeSet(Set<ISBIndex.ISBNode> set)
void	PrintNodeVector(Vector<ISBIndex.ISBNode> vector)
void	PrintPD()

Methods inherited from class moa.clusterers.outliers.MyBaseOutlierDetector

AddOutlier, getClusteringResult, getInstanceValues, GetMemoryUsage, getMicroClusteringResult, getModelDescription, getModelMeasurementsImpl, GetOutliersFound, getOutliersResult, getTimePerObj, getVotesForInstance, implementsMicroClusterer, Init, isRandomizable, keepClassLabel, Print, Printf, PrintInstance, Println, PrintOutliers, processNewInstanceImpl, ProcessNewStreamObj, RemoveExpiredOutlier, RemoveOutlier, resetLearningImpl, SetMessagePrinter, SetProgressInterval, SetShowProgress, SetTrace, SetUserInfo, ShowProgress, ShowProgress, trainOnInstanceImpl, UpdateMaxMemUsage

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.options.AbstractOptionHandler

discoverOptionsViaReflection, getCLICreationString, getOptions, getPreparedClassOption, getPreparedClassOption, prepareClassOptions, prepareForUse, prepareForUse

Methods inherited from class moa.AbstractMOAObject

copy, measureByteSize, measureByteSize, toString

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

Methods inherited from interface moa.MOAObject

measureByteSize

Field Detail

FIRST_OBJ_ID

protected static final Long FIRST_OBJ_ID

objId

protected Long objId

windowNodes

protected Vector<ISBIndex.ISBNode> windowNodes

eventQueue

protected MCODBase.EventQueue eventQueue

mtreeMC

protected moa.clusterers.outliers.MCOD.MTreeMicroClusters mtreeMC

setMC

protected TreeSet<MicroCluster> setMC

nodesReinsert

protected TreeSet<ISBIndex.ISBNode> nodesReinsert

ISB_PD

protected ISBIndex ISB_PD

m_WindowSize

protected int m_WindowSize

m_radius

protected double m_radius

m_k

protected int m_k

m_theta

protected double m_theta

bWarning

public boolean bWarning

m_nBothInlierOutlier

public int m_nBothInlierOutlier

m_nOnlyInlier

public int m_nOnlyInlier

m_nOnlyOutlier

public int m_nOnlyOutlier

Constructor Detail

MCODBase

public MCODBase()

Method Detail

getObjectInfo

public String getObjectInfo(Object obj)

Overrides:

getObjectInfo in class MyBaseOutlierDetector

getStatistics

public String getStatistics()

Overrides:

getStatistics in class MyBaseOutlierDetector

IsNodeIdInWin

protected boolean IsNodeIdInWin(long id)

Overrides:

IsNodeIdInWin in class MyBaseOutlierDetector

PrintNodeSet

public void PrintNodeSet(Set<ISBIndex.ISBNode> set)

PrintMCSet

public void PrintMCSet(Set<MicroCluster> set)

PrintNodeVector

public void PrintNodeVector(Vector<ISBIndex.ISBNode> vector)

PrintNodeList

public void PrintNodeList(List<ISBIndex.ISBNode> list)

PrintEventQueue

public void PrintEventQueue()

PrintPD

public void PrintPD()