ModelSelection.h

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/*
 * This program is free software; you can redistribute it and/or modify
 * it under the terms of the GNU General Public License as published by
 * the Free Software Foundation; either version 3 of the License, or
 * (at your option) any later version.
 *
 * Written (W) 2011-2012 Heiko Strathmann
 * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society
 */

#ifndef __MODELSELECTION_H_
#define __MODELSELECTION_H_

#include <shogun/base/SGObject.h>
#include <shogun/evaluation/MachineEvaluation.h>

namespace shogun
{
class CModelSelectionParameters;
class CParameterCombination;

class CModelSelection: public CSGObject
{
public:
    CModelSelection();

    CModelSelection(CMachineEvaluation* machine_eval,
            CModelSelectionParameters* model_parameters);

    virtual ~CModelSelection();

    virtual CParameterCombination* select_model(bool print_state=false)=0;

private:
    void init();

protected:
    CModelSelectionParameters* m_model_parameters;
    CMachineEvaluation* m_machine_eval;
};
}
#endif /* __MODELSELECTION_H_ */