moa.clusterers.outliers.MCOD

Class MCOD

java.lang.Object

moa.AbstractMOAObject

moa.options.AbstractOptionHandler

moa.clusterers.AbstractClusterer

moa.clusterers.outliers.MyBaseOutlierDetector

moa.clusterers.outliers.MCOD.MCODBase

moa.clusterers.outliers.MCOD.MCOD

All Implemented Interfaces:

Serializable, Clusterer, AWTRenderable, MOAObject, OptionHandler

public class MCOD
extends MCODBase

See Also:

Serialized Form

Nested Class Summary

Nested classes/interfaces inherited from class moa.clusterers.outliers.MCOD.MCODBase

MCODBase.EventItem, 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
IntOption	kOption
FloatOption	radiusOption

Fields inherited from class moa.clusterers.outliers.MCOD.MCODBase

bWarning, eventQueue, FIRST_OBJ_ID, ISB_PD, m_k, m_nBothInlierOutlier, m_nOnlyInlier, m_nOnlyOutlier, m_radius, m_theta, m_WindowSize, mtreeMC, nodesReinsert, objId, setMC, 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
MCOD()

Method Summary

Methods

Modifier and Type	Method and Description
void	Init()
protected void	ProcessNewStreamObj(weka.core.Instance inst)

Methods inherited from class moa.clusterers.outliers.MCOD.MCODBase

getObjectInfo, getStatistics, IsNodeIdInWin, PrintEventQueue, PrintMCSet, PrintNodeList, PrintNodeSet, PrintNodeVector, PrintPD

Methods inherited from class moa.clusterers.outliers.MyBaseOutlierDetector

AddOutlier, getClusteringResult, getInstanceValues, GetMemoryUsage, getMicroClusteringResult, getModelDescription, getModelMeasurementsImpl, GetOutliersFound, getOutliersResult, getTimePerObj, getVotesForInstance, implementsMicroClusterer, isRandomizable, keepClassLabel, Print, Printf, PrintInstance, Println, PrintOutliers, processNewInstanceImpl, 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

radiusOption

public FloatOption radiusOption

kOption

public IntOption kOption

Constructor Detail

MCOD

public MCOD()

Method Detail

Init

public void Init()

Overrides:

Init in class MyBaseOutlierDetector

ProcessNewStreamObj

protected void ProcessNewStreamObj(weka.core.Instance inst)

Overrides:

ProcessNewStreamObj in class MyBaseOutlierDetector