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/*********************************************************************
MLDemos: A User-Friendly visualization toolkit for machine learning
Copyright (C) 2010 Basilio Noris
Contact: mldemos@b4silio.com
This library is free software; you can redistribute it and/or
modify it under the terms of the GNU Lesser General Public License,
version 3 as published by the Free Software Foundation.
This library is distributed in the hope that it will be useful, but
WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
Lesser General Public License for more details.
You should have received a copy of the GNU Lesser General Public
License along with this library; if not, write to the Free
Software Foundation, Inc., 675 Mass Ave, Cambridge, MA 02139, USA.
*********************************************************************/
#ifndef _MAXIMIZE_PARTICLES_H_
#define _MAXIMIZE_PARTICLES_H_
#include <vector>
#include "maximize.h"
class MaximizeParticles : public Maximizer
{
private:
std::vector<fvec> particles;
fvec weights;
int particleCount;
float variance;
float keepers;
float randoms;
bool bAdaptive;
public:
MaximizeParticles();
~MaximizeParticles();
void SetParams(int particleCount, float variance, float keeperCount, float newCount, bool bAdaptive);
void Draw(QPainter &painter);
void Train(float *dataMap, fVec size, fvec startingPoint=fvec());
fvec Test( const fvec &sample);
fvec Test(const fVec &sample);
const char *GetInfoString();
};
#endif // _MAXIMIZE_PARTICLES_H_
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