00001 /* 00002 * This program is free software; you can redistribute it and/or modify 00003 * it under the terms of the GNU General Public License as published by 00004 * the Free Software Foundation; either version 3 of the License, or 00005 * (at your option) any later version. 00006 * 00007 * Written (W) 2011 Heiko Strathmann 00008 * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society 00009 */ 00010 00011 #ifndef __MODELSELECTION_H_ 00012 #define __MODELSELECTION_H_ 00013 00014 #include <shogun/base/SGObject.h> 00015 00016 namespace shogun 00017 { 00018 00019 class CModelSelectionParameters; 00020 class CCrossValidation; 00021 class CParameterCombination; 00022 00030 class CModelSelection: public CSGObject 00031 { 00032 public: 00038 CModelSelection(CModelSelectionParameters* model_parameters, 00039 CCrossValidation* cross_validation); 00040 00042 virtual ~CModelSelection(); 00043 00048 virtual CParameterCombination* select_model()=0; 00049 00051 inline virtual const char* get_name() const { return "ModelSelection"; } 00052 00053 protected: 00055 CModelSelectionParameters* m_model_parameters; 00057 CCrossValidation* m_cross_validation; 00058 }; 00059 00060 } 00061 00062 #endif /* __MODELSELECTION_H_ */
