Class ChebyshevInequality
- java.lang.Object
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- moa.AbstractMOAObject
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- moa.options.AbstractOptionHandler
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- moa.classifiers.rules.core.anomalydetection.probabilityfunctions.ChebyshevInequality
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- All Implemented Interfaces:
Configurable
,Serializable
,ProbabilityFunction
,MOAObject
,OptionHandler
public class ChebyshevInequality extends AbstractOptionHandler implements ProbabilityFunction
Returns the probability for anomaly detection according to a Chebyshev inequality mean- mean of a data variable sd- standard deviation of a data variable value- current value of the variable- See Also:
- Serialized Form
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Field Summary
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Fields inherited from class moa.options.AbstractOptionHandler
config
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Constructor Summary
Constructors Constructor Description ChebyshevInequality()
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Method Summary
All Methods Instance Methods Concrete Methods Modifier and Type Method Description void
getDescription(StringBuilder sb, int indent)
Returns a string representation of this object.double
getProbability(double mean, double sd, double value)
protected void
prepareForUseImpl(TaskMonitor monitor, ObjectRepository repository)
This method describes the implementation of how to prepare this object for use.-
Methods inherited from class moa.options.AbstractOptionHandler
copy, getCLICreationString, getOptions, getPreparedClassOption, getPurposeString, prepareClassOptions, prepareForUse, prepareForUse
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Methods inherited from class moa.AbstractMOAObject
copy, measureByteSize, measureByteSize, toString
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Methods inherited from class java.lang.Object
clone, equals, finalize, getClass, hashCode, notify, notifyAll, wait, wait, wait
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Methods inherited from interface moa.MOAObject
measureByteSize
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Methods inherited from interface moa.options.OptionHandler
copy, getCLICreationString, getOptions, getPurposeString, prepareForUse, prepareForUse
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Method Detail
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getDescription
public void getDescription(StringBuilder sb, int indent)
Description copied from interface:MOAObject
Returns a string representation of this object. Used inAbstractMOAObject.toString
to give a string representation of the object.- Specified by:
getDescription
in interfaceMOAObject
- Parameters:
sb
- the stringbuilder to add the descriptionindent
- the number of characters to indent
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getProbability
public double getProbability(double mean, double sd, double value)
- Specified by:
getProbability
in interfaceProbabilityFunction
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prepareForUseImpl
protected void prepareForUseImpl(TaskMonitor monitor, ObjectRepository repository)
Description copied from class:AbstractOptionHandler
This method describes the implementation of how to prepare this object for use. All classes that extends this class have to implementprepareForUseImpl
and notprepareForUse
sinceprepareForUse
callsprepareForUseImpl
.- Specified by:
prepareForUseImpl
in classAbstractOptionHandler
- Parameters:
monitor
- the TaskMonitor to userepository
- the ObjectRepository to use
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