DirectGraphicalModels::IPDF Class Reference

Interface class for Probability Density Function (PDF) More...

#include <IPDF.h>

Inheritance diagram for DirectGraphicalModels::IPDF:

Collaboration diagram for DirectGraphicalModels::IPDF:

Public Member Functions
	IPDF (void)
virtual	~IPDF (void)
virtual void	addPoint (Scalar point)=0
	Adds a sample point for PDF estimation. More...
virtual double	getDensity (Scalar point)=0
	Returns the probability density value for the argument point. More...
virtual Scalar	min (void) const =0
	Returns the lower argument boundary of the PDF. More...
virtual Scalar	max (void) const =0
	Returns the upper argument boundary of the PDF. More...
bool	isEstimated (void)
	Checks weather the PDF was estimated. More...
Public Member Functions inherited from DirectGraphicalModels::CBaseRandomModel
	CBaseRandomModel (byte nStates)
	Constructor. More...
virtual	~CBaseRandomModel (void)
virtual void	reset (void)=0
	Resets class variables. More...
virtual void	save (const std::string &path, const std::string &name=std::string(), short idx=-1) const
	Saves the training data. More...
virtual void	load (const std::string &path, const std::string &name=std::string(), short idx=-1)
	Loads the training data. More...
byte	getNumStates (void) const
	Returns number of states (classes) More...

Protected Attributes
long	m_nPoints
	The number of samples, added with the addPoint() function. More...
Protected Attributes inherited from DirectGraphicalModels::CBaseRandomModel
byte	m_nStates
	The number of states (classes) More...

Friends
class	CTrainNodeBayes

Additional Inherited Members
Protected Member Functions inherited from DirectGraphicalModels::CBaseRandomModel
virtual void	saveFile (FILE *pFile) const =0
	Saves the random model into the file. More...
virtual void	loadFile (FILE *pFile)=0
	Loads the random model from the file. More...
std::string	generateFileName (const std::string &path, const std::string &name, short idx) const
	Generates name of the data file for storing random model parameters. More...

Detailed Description

Interface class for Probability Density Function (PDF)

This class defines the interface for estimation of probability density functions for random read-valued variables

Author

Sergey G. Kosov, serge.nosp@m.y.ko.nosp@m.sov@p.nosp@m.roje.nosp@m.ct-10.nosp@m..de

Definition at line 16 of file IPDF.h.

Constructor & Destructor Documentation

IPDF()

DirectGraphicalModels::IPDF::IPDF ( void  )

inline

Definition at line 21 of file IPDF.h.

~IPDF()

virtual DirectGraphicalModels::IPDF::~IPDF ( void  )

inlinevirtual

Definition at line 22 of file IPDF.h.

Member Function Documentation

addPoint()

virtual void DirectGraphicalModels::IPDF::addPoint ( Scalar  point )

pure virtual

Adds a sample point for PDF estimation.

Parameters

point

The sample point.

Implemented in DirectGraphicalModels::CPDFHistogram2D, DirectGraphicalModels::CPDFHistogram, and DirectGraphicalModels::CPDFGaussian.

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getDensity()

virtual double DirectGraphicalModels::IPDF::getDensity ( Scalar  point )

pure virtual

Returns the probability density value for the argument point.

Parameters

point

The sample point.

Returns

The corresponding probaility density value.

Implemented in DirectGraphicalModels::CPDFHistogram2D, DirectGraphicalModels::CPDFHistogram, and DirectGraphicalModels::CPDFGaussian.

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isEstimated()

bool DirectGraphicalModels::IPDF::isEstimated ( void  )

inline

Checks weather the PDF was estimated.

Return values

true	if at least one sample was added with the addPoint() function.
false	otherwise

Definition at line 50 of file IPDF.h.

max()

virtual Scalar DirectGraphicalModels::IPDF::max ( void  ) const

pure virtual

Returns the upper argument boundary of the PDF.

Returns

The upper bound

Implemented in DirectGraphicalModels::CPDFHistogram2D, DirectGraphicalModels::CPDFHistogram, and DirectGraphicalModels::CPDFGaussian.

min()

virtual Scalar DirectGraphicalModels::IPDF::min ( void  ) const

pure virtual

Returns the lower argument boundary of the PDF.

Returns

The lower bound

Implemented in DirectGraphicalModels::CPDFHistogram2D, DirectGraphicalModels::CPDFHistogram, and DirectGraphicalModels::CPDFGaussian.

Friends And Related Function Documentation

CTrainNodeBayes

friend class CTrainNodeBayes

friend

Definition at line 18 of file IPDF.h.

Member Data Documentation

m_nPoints

long DirectGraphicalModels::IPDF::m_nPoints

protected

The number of samples, added with the addPoint() function.

Definition at line 54 of file IPDF.h.

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

• D:/Projects/DGM/modules/DGM/IPDF.h