---

AMultiClassObjectEvaluator.hpp

#ifndef __AMultiClassObjectEvaluator__
#define __AMultiClassObjectEvaluator__



#include "RealVector.hpp"
#include "ASeparateFeatureClassifier.hpp"

#include "DataSample.hpp"

class AMultiClassObjectEvaluator
{
private:

int                                                             xDimension;

int                                                             nclass;
int                                                             nmax;

int                                                             selected;               // selected classifier

ASeparateFeatureClassifier**    classifier;             // KMean, ..., one or more classes / Object 

public:

AMultiClassObjectEvaluator(int nmax, int featureSize);
virtual ~AMultiClassObjectEvaluator();

virtual void add(ASeparateFeatureClassifier* aclassifier);


virtual int     getFeatureSize(){ return xDimension; }
virtual int     numberOfClasses(){ return nclass; }
virtual int     maxSize(){ return nmax; }       

// computation of new parameters
virtual void initializeClasses(DataSample* objectSample);       // random preclustering

virtual int getBestClassifier(double value);
virtual int getBestClassifier(RealVector& value);               

virtual void start();

virtual void learn(DataSample* objectSample);

virtual void learn(double value);
virtual void unlearn(double value);

virtual void learn(RealVector& value);
virtual void unlearn(RealVector& value);

virtual void end();


// priori probability & likelihood
virtual double Pxo(double value);
virtual double Lxo(double value);

virtual double Pxo(RealVector& value);
virtual double Lxo(RealVector& value);

virtual double Po(){ return 1.0/nclass; }                       // P(O)= 1/<number of classes>

void output(FILE* file);

virtual void output()
        {
        printf("AMultiClassObjectEvaluator\n");
        }                               
};

#endif

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.