---

IndependentBayesClassifier Class Reference

#include <IndependentBayesClassifier.hpp>

Inheritance diagram for IndependentBayesClassifier:

[legend]Collaboration diagram for IndependentBayesClassifier:

[legend]List of all members.

---

Detailed Description

Multi-Partition Independent Object feature Bayes Classifier.

Author:

Bernard De Cuyper

Version:

0.05

Date:

21/09/2002

 
Purpose:        Define the concept of Multi-Partition Independent Object feature Bayes Classifier 
                        in which multivalue features are handled independently.
                

@ Copyrights: Bernard De Cuyper & Eddy Fraiha 2002, Eggs & Pictures. MIT/Open BSD copyright model.

Public Methods
	IndependentBayesClassifier (int nmax, int featureSize)
virtual	~IndependentBayesClassifier ()
virtual void	add (AMultiClassObjectEvaluator *oClass)
virtual AMultiClassObjectEvaluator *	get (int iObject)
virtual int	numberOfObjects ()
virtual int	maxSize ()
virtual void	initializeClasses (DataSample *objectSample)
virtual void	start (int iObj)
virtual void	learn (DataSample *objectSample)
virtual void	learn (int Oi, double value)
virtual void	learn (int Oi, RealVector &value)
virtual void	end (int iObj)
virtual double	PX_O (double X, int Oi)
virtual double	PX_O (RealVector &X, int Oi)
virtual double	PO (int Oi)
virtual double	PX (double X)
virtual double	PX (RealVector &X)
virtual double	PO_X (int Oi, double X)
virtual double	PO_X (int Oi, RealVector &X)
virtual int	objectName (double X)
virtual int	objectName (RealVector &X)
virtual double	PO_X (double value)
virtual double	PO_X (RealVector &value)
virtual double	LX_O (double X, int Oi)
virtual double	LX_O (RealVector &X, int Oi)
virtual double	PO_Xratio (int Oi, int Oj, double X)
virtual double	LO_Xratio (int Oi, int Oj, double X)
virtual double	PO_Xratio (int Oi, int Oj, RealVector &X)
virtual double	LO_Xratio (int Oi, int Oj, RealVector &X)
virtual void	output (FILE *file)
virtual void	output ()
Private Attributes
char *	name
int	xDimension
int	n
int	nmax
AMultiClassObjectEvaluator **	objectClassifier

---

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

• IndependentBayesClassifier.hpp
• IndependentBayesClassifier.cpp

Restoreinpaint sourceforge project `C++/Java Image Processing, Restoration, Inpainting Project'.

Bernard De Cuyper: Open Project Leader: Concept, design and development. Bernard De Cuyper & Eddy Fraiha 2002, 2003. Bernard De Cuyper 2004. Open and free, for friendly usage only. Modifications on Belgium ground of this piece of artistic work, by governement institutions or companies, must be notified to Bernard De Cuyper.