moa.clusterers.outliers

Class MyBaseOutlierDetector

java.lang.Object

moa.AbstractMOAObject

moa.options.AbstractOptionHandler

moa.clusterers.AbstractClusterer

moa.clusterers.outliers.MyBaseOutlierDetector

All Implemented Interfaces:

Serializable, Clusterer, AWTRenderable, MOAObject, OptionHandler

Direct Known Subclasses:

AbstractCBase, AnyOut, MCODBase, SimpleCODBase, STORMBase

public abstract class MyBaseOutlierDetector
extends AbstractClusterer

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	MyBaseOutlierDetector.Outlier
static class	MyBaseOutlierDetector.OutlierNotifier
static interface	MyBaseOutlierDetector.PrintMsg
static interface	MyBaseOutlierDetector.ProgressInfo
class	MyBaseOutlierDetector.StdPrintMsg

Field Summary

Fields

Modifier and Type	Field and Description
protected boolean	bShowProgress
boolean	bStopAlgorithm
protected boolean	bTrace
protected int	iMaxMemUsage
protected MyBaseOutlierDetector.PrintMsg	myOut
protected MyBaseOutlierDetector.ProgressInfo	myProgressInfo
protected int	nRangeQueriesExecuted
protected double	nTimePerObj
protected Long	nTotalRunTime
MyBaseOutlierDetector.OutlierNotifier	outlierNotifier
protected Random	random
IntOption	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
MyBaseOutlierDetector()

Method Summary

Methods

Modifier and Type	Method and Description
protected void	AddOutlier(MyBaseOutlierDetector.Outlier newOutlier)
Clustering	getClusteringResult()
double[]	getInstanceValues(weka.core.Instance inst)
protected int	GetMemoryUsage()
Clustering	getMicroClusteringResult()
void	getModelDescription(StringBuilder out, int indent)
protected Measurement[]	getModelMeasurementsImpl()
String	getObjectInfo(Object obj)
Set<MyBaseOutlierDetector.Outlier>	GetOutliersFound()
Vector<MyBaseOutlierDetector.Outlier>	getOutliersResult()
String	getStatistics()
double	getTimePerObj()
double[]	getVotesForInstance(weka.core.Instance inst)
boolean	implementsMicroClusterer()
protected void	Init()
protected boolean	IsNodeIdInWin(long id)
boolean	isRandomizable()
boolean	keepClassLabel()
protected void	Print(String s)
protected void	Printf(String fmt, Object... args)
void	PrintInstance(weka.core.Instance inst)
protected void	Println(String s)
void	PrintOutliers()
void	processNewInstanceImpl(weka.core.Instance inst)
protected void	ProcessNewStreamObj(weka.core.Instance inst)
protected boolean	RemoveExpiredOutlier(MyBaseOutlierDetector.Outlier outlier)
protected boolean	RemoveOutlier(MyBaseOutlierDetector.Outlier outlier)
void	resetLearningImpl()
void	SetMessagePrinter(MyBaseOutlierDetector.PrintMsg logPrinter)
void	SetProgressInterval(int iProgressInterval)
void	SetShowProgress(boolean b)
void	SetTrace(boolean b)
void	SetUserInfo(boolean bShowProgress, boolean bTrace, MyBaseOutlierDetector.PrintMsg logPrinter, int iProgressInterval)
protected void	ShowProgress(String sMsg)
protected void	ShowProgress(String sMsg, boolean bShowAlways)
void	trainOnInstanceImpl(weka.core.Instance inst)
protected void	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

windowSizeOption

public IntOption windowSizeOption

outlierNotifier

public MyBaseOutlierDetector.OutlierNotifier outlierNotifier

random

protected Random random

iMaxMemUsage

protected int iMaxMemUsage

nRangeQueriesExecuted

protected int nRangeQueriesExecuted

nTotalRunTime

protected Long nTotalRunTime

nTimePerObj

protected double nTimePerObj

myProgressInfo

protected MyBaseOutlierDetector.ProgressInfo myProgressInfo

myOut

protected MyBaseOutlierDetector.PrintMsg myOut

bTrace

protected boolean bTrace

bShowProgress

protected boolean bShowProgress

bStopAlgorithm

public boolean bStopAlgorithm

Constructor Detail

MyBaseOutlierDetector

public MyBaseOutlierDetector()

Method Detail

UpdateMaxMemUsage

protected void UpdateMaxMemUsage()

getTimePerObj

public double getTimePerObj()

getObjectInfo

public String getObjectInfo(Object obj)

getStatistics

public String getStatistics()

getInstanceValues

public double[] getInstanceValues(weka.core.Instance inst)

PrintInstance

public void PrintInstance(weka.core.Instance inst)

resetLearningImpl

public void resetLearningImpl()

Specified by:

resetLearningImpl in class AbstractClusterer

Init

protected void Init()

trainOnInstanceImpl

public void trainOnInstanceImpl(weka.core.Instance inst)

Specified by:

trainOnInstanceImpl in class AbstractClusterer

processNewInstanceImpl

public void processNewInstanceImpl(weka.core.Instance inst)

ProcessNewStreamObj

protected void ProcessNewStreamObj(weka.core.Instance inst)

PrintOutliers

public void PrintOutliers()

GetOutliersFound

public Set<MyBaseOutlierDetector.Outlier> GetOutliersFound()

IsNodeIdInWin

protected boolean IsNodeIdInWin(long id)

getClusteringResult

public Clustering getClusteringResult()

getOutliersResult

public Vector<MyBaseOutlierDetector.Outlier> getOutliersResult()

AddOutlier

protected void AddOutlier(MyBaseOutlierDetector.Outlier newOutlier)

RemoveExpiredOutlier

protected boolean RemoveExpiredOutlier(MyBaseOutlierDetector.Outlier outlier)

RemoveOutlier

protected boolean RemoveOutlier(MyBaseOutlierDetector.Outlier outlier)

implementsMicroClusterer

public boolean implementsMicroClusterer()

Specified by:

implementsMicroClusterer in interface Clusterer

Overrides:

implementsMicroClusterer in class AbstractClusterer

getMicroClusteringResult

public Clustering getMicroClusteringResult()

Specified by:

getMicroClusteringResult in interface Clusterer

Overrides:

getMicroClusteringResult in class AbstractClusterer

getModelMeasurementsImpl

protected Measurement[] getModelMeasurementsImpl()

Specified by:

getModelMeasurementsImpl in class AbstractClusterer

getModelDescription

public void getModelDescription(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(weka.core.Instance inst)

SetShowProgress

public void SetShowProgress(boolean b)

SetTrace

public void SetTrace(boolean b)

SetProgressInterval

public void SetProgressInterval(int iProgressInterval)

SetMessagePrinter

public void SetMessagePrinter(MyBaseOutlierDetector.PrintMsg logPrinter)

SetUserInfo

public void SetUserInfo(boolean bShowProgress,
               boolean bTrace,
               MyBaseOutlierDetector.PrintMsg logPrinter,
               int iProgressInterval)

ShowProgress

protected void ShowProgress(String sMsg)

ShowProgress

protected void ShowProgress(String sMsg,
                boolean bShowAlways)

Println

protected void Println(String s)

Print

protected void Print(String s)

Printf

protected void Printf(String fmt,
          Object... args)

GetMemoryUsage

protected int GetMemoryUsage()