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/*********************************************************************
MLDemos: A User-Friendly visualization toolkit for machine learning
Copyright (C) 2010 Basilio Noris
Contact: mldemos@b4silio.com
Evolution-Strategy Mixture of Logisitics Regression
Copyright (C) 2011 Stephane Magnenat
Contact: stephane at magnenat dot net
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 _CLASSIFIER_ES_MLR_H_
#define _CLASSIFIER_ES_MLR_H_
#include "classifier.h"
namespace MLR
{
struct Classifier;
}
class ClassifierESMLR : public Classifier
{
u32 cutCount;
float alpha;
u32 genCount;
u32 indPerDim;
MLR::Classifier* classifier;
public:
ClassifierESMLR();
~ClassifierESMLR();
virtual void Train(std::vector< fvec > samples, ivec labels);
virtual float Test(const fvec &sample);
virtual char *GetInfoString();
void SetParams(u32 cutCount, float alpha, u32 genCount, u32 indPerDim);
};
#endif // _CLASSIFIER_ES_MLR_H_
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