WsfAttributeMeasure Class Reference

#include <WsfBayesClassification.hpp>

Inheritance diagram for WsfAttributeMeasure:

Public Member Functions
	WsfAttributeMeasure ()
virtual	~WsfAttributeMeasure ()=default
virtual double	GetEllipticalGate (double aValue, double aChiSqPointMult)
	Elliptical distance.
virtual double	GetProbabilityDistribution (double aValue)
	Returns the standard BC statistical distance or probability density function (PDF) value, of the given data point given the set's variance and average.
void	SetRange (const AttributePair &aAttributeValuePair)
	Data range from CSV, data inputs.
void	SetSigma (const AttributePair &aAttributeValuePair)
virtual void	AssertValid ()

Protected Attributes
double	mAverage
double	mVariance

Friends
class	WsfBayesClassifier

Constructor & Destructor Documentation

WsfAttributeMeasure()

WsfAttributeMeasure::WsfAttributeMeasure ( )

inline

References mAverage, and mVariance.

Referenced by WsfCompoundAttributeMeasure::AddMode(), and WsfCompoundAttributeMeasure::WsfCompoundAttributeMeasure().

~WsfAttributeMeasure()

virtual WsfAttributeMeasure::~WsfAttributeMeasure ( )

virtualdefault

References AssertValid(), GetEllipticalGate(), GetProbabilityDistribution(), SetRange(), and SetSigma().

Member Function Documentation

AssertValid()

void WsfAttributeMeasure::AssertValid ( )

virtual

References mVariance.

Referenced by SetRange(), SetSigma(), and ~WsfAttributeMeasure().

GetEllipticalGate()

double WsfAttributeMeasure::GetEllipticalGate ( double aValue, double aChiSqPointMult )

virtual

Elliptical distance.

A "point" on the perimeter == 1.0. The peak occurs at the centroid, where aValue = mAverage

Reimplemented in WsfCompoundAttributeMeasure.

References mAverage, and mVariance.

Referenced by ~WsfAttributeMeasure().

GetProbabilityDistribution()

double WsfAttributeMeasure::GetProbabilityDistribution ( double aValue )

virtual

Returns the standard BC statistical distance or probability density function (PDF) value, of the given data point given the set's variance and average.

Reimplemented in WsfCompoundAttributeMeasure.

References mAverage, and mVariance.

Referenced by ~WsfAttributeMeasure().

SetRange()

void WsfAttributeMeasure::SetRange

(

const AttributePair &

aAttributeValuePair

)

Data range from CSV, data inputs.

Used to create sigma.

References AssertValid(), mAverage, AttributePair::mFirst, AttributePair::mSecond, and mVariance.

Referenced by WsfEntityPrototype::AddAttributeProtoRange(), and ~WsfAttributeMeasure().

SetSigma()

void WsfAttributeMeasure::SetSigma

(

const AttributePair &

aAttributeValuePair

)

References AssertValid(), mAverage, AttributePair::mFirst, AttributePair::mSecond, and mVariance.

Referenced by WsfEntityPrototype::AddAttributeProtoSigma(), and ~WsfAttributeMeasure().

Friends And Related Symbol Documentation

WsfBayesClassifier

friend class WsfBayesClassifier

friend

References WsfBayesClassifier.

Referenced by WsfBayesClassifier.

Member Data Documentation

mAverage

double WsfAttributeMeasure::mAverage

protected

Referenced by GetEllipticalGate(), GetProbabilityDistribution(), SetRange(), SetSigma(), WsfBayesClassifier::Test(), and WsfAttributeMeasure().

mVariance

double WsfAttributeMeasure::mVariance

protected

Referenced by AssertValid(), GetEllipticalGate(), GetProbabilityDistribution(), SetRange(), SetSigma(), WsfBayesClassifier::Test(), and WsfAttributeMeasure().

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The documentation for this class was generated from the following files:

• WsfBayesClassification.hpp
• WsfBayesClassification.cpp