/usr/include/shogun/modelselection/GridSearchModelSelection.h is in libshogun-dev 1.1.0-4ubuntu2.
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1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 | /*
* 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;
/**
* @brief Model selection class which searches for the best model by a grid-
* search. See CModelSelection for details.
*/
class CGridSearchModelSelection: public CModelSelection
{
public:
/** constructor */
CGridSearchModelSelection();
/** constructor
* @param model_parameters
* @param cross_validation
*/
CGridSearchModelSelection(CModelSelectionParameters* model_parameters,
CCrossValidation* cross_validation);
/** destructor */
virtual ~CGridSearchModelSelection();
/** select model */
virtual CParameterCombination* select_model();
/** @return name of the SGSerializable */
inline virtual const char* get_name() const
{
return "GridSearchModelSelection";
}
};
}
#endif /* __GRIDSEARCHMODELSELECTION_H_ */
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