Package moa.clusterers.outliers.Angiulli

Class ApproxSTORM

java.lang.Object

moa.AbstractMOAObject

moa.options.AbstractOptionHandler

moa.clusterers.AbstractClusterer

moa.clusterers.outliers.MyBaseOutlierDetector

moa.clusterers.outliers.Angiulli.STORMBase

moa.clusterers.outliers.Angiulli.ApproxSTORM

All Implemented Interfaces:

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

public class ApproxSTORM
extends STORMBase

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
class	ApproxSTORM.ISBNodeAppr

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	Description
IntOption	kOption
FloatOption	pOption
IntOption	queryFreqOption
FloatOption	radiusOption

Fields inherited from class moa.clusterers.AbstractClusterer

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

Fields inherited from class moa.options.AbstractOptionHandler

config

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.outliers.Angiulli.STORMBase

FIRST_OBJ_ID, ISB, m_k, m_nBothInlierOutlier, m_nOnlyInlier, m_nOnlyOutlier, m_QueryFreq, m_radius, m_WindowSize, objId, waitWinFullOption, windowNodes

Constructor Summary

Constructors

Constructor	Description
ApproxSTORM()

Method Summary

Modifier and Type	Method	Description
java.lang.String	getObjectInfo(java.lang.Object obj)
void	Init()
protected void	ProcessNewStreamObj(Instance inst)

Methods inherited from class moa.clusterers.AbstractClusterer

adjustParameters, 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 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 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 class moa.clusterers.outliers.Angiulli.STORMBase

getStatistics, IsNodeIdInWin, UpdateStatistics

Field Detail

radiusOption

public FloatOption radiusOption

kOption

public IntOption kOption

queryFreqOption

public IntOption queryFreqOption

pOption

public FloatOption pOption

Constructor Detail

ApproxSTORM

public ApproxSTORM()

Method Detail

getObjectInfo

public java.lang.String getObjectInfo(java.lang.Object obj)

Overrides:

getObjectInfo in class MyBaseOutlierDetector

Init

public void Init()

Overrides:

Init in class MyBaseOutlierDetector

ProcessNewStreamObj

protected void ProcessNewStreamObj(Instance inst)

Overrides:

ProcessNewStreamObj in class MyBaseOutlierDetector