ModelSelection.h

Go to the documentation of this file.

/*
 * 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 Heiko Strathmann
 * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society
 */

#ifndef __MODELSELECTION_H_
#define __MODELSELECTION_H_

#include <shogun/base/SGObject.h>

namespace shogun
{

class CModelSelectionParameters;
class CCrossValidation;
class CParameterCombination;

class CModelSelection: public CSGObject
{
public:
    CModelSelection(CModelSelectionParameters* model_parameters,
            CCrossValidation* cross_validation);

    virtual ~CModelSelection();

    virtual CParameterCombination* select_model()=0;

    inline virtual const char* get_name() const { return "ModelSelection"; }

protected:
    CModelSelectionParameters* m_model_parameters;
    CCrossValidation* m_cross_validation;
};

}

#endif /* __MODELSELECTION_H_ */