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

#ifndef __GRIDSEARCHMODELSELECTION_H_
#define __GRIDSEARCHMODELSELECTION_H_

#include <shogun/modelselection/ModelSelection.h>
#include <shogun/base/DynArray.h>

namespace shogun
{

class CModelSelectionParameters;

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

    CGridSearchModelSelection(CModelSelectionParameters* model_parameters,
                CCrossValidation* cross_validation);

    virtual ~CGridSearchModelSelection();

    virtual CParameterCombination* select_model();

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

}

#endif /* __GRIDSEARCHMODELSELECTION_H_ */