moa.clusterers.outliers.Angiulli

Class STORMBase

java.lang.Object

moa.AbstractMOAObject

moa.options.AbstractOptionHandler

moa.clusterers.AbstractClusterer

moa.clusterers.outliers.MyBaseOutlierDetector

moa.clusterers.outliers.Angiulli.STORMBase

All Implemented Interfaces:

Serializable, Clusterer, AWTRenderable, MOAObject, OptionHandler

Direct Known Subclasses:

ApproxSTORM, ExactSTORM

public abstract class STORMBase
extends MyBaseOutlierDetector

See Also:

Serialized Form

Nested Class Summary

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
protected static Long	FIRST_OBJ_ID
protected ISBIndex	ISB
protected int	m_k
int	m_nBothInlierOutlier
int	m_nOnlyInlier
int	m_nOnlyOutlier
protected int	m_QueryFreq
protected double	m_radius
protected int	m_WindowSize
protected Long	objId
FlagOption	waitWinFullOption
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
STORMBase()

Method Summary

Methods

Modifier and Type	Method and Description
String	getStatistics()
protected boolean	IsNodeIdInWin(long id)
protected void	UpdateStatistics(ISBIndex.ISBNode node)

Methods inherited from class moa.clusterers.outliers.MyBaseOutlierDetector

AddOutlier, getClusteringResult, getInstanceValues, GetMemoryUsage, getMicroClusteringResult, getModelDescription, getModelMeasurementsImpl, getObjectInfo, 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

waitWinFullOption

public FlagOption waitWinFullOption

FIRST_OBJ_ID

protected static final Long FIRST_OBJ_ID

objId

protected Long objId

windowNodes

protected Vector<ISBIndex.ISBNode> windowNodes

ISB

protected ISBIndex ISB

m_WindowSize

protected int m_WindowSize

m_radius

protected double m_radius

m_k

protected int m_k

m_QueryFreq

protected int m_QueryFreq

m_nBothInlierOutlier

public int m_nBothInlierOutlier

m_nOnlyInlier

public int m_nOnlyInlier

m_nOnlyOutlier

public int m_nOnlyOutlier

Constructor Detail

STORMBase

public STORMBase()

Method Detail

getStatistics

public String getStatistics()

Overrides:

getStatistics in class MyBaseOutlierDetector

UpdateStatistics

protected void UpdateStatistics(ISBIndex.ISBNode node)

IsNodeIdInWin

protected boolean IsNodeIdInWin(long id)

Overrides:

IsNodeIdInWin in class MyBaseOutlierDetector