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ModelSelection.h
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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) 2011-2012 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 #include <shogun/evaluation/MachineEvaluation.h>
00016 
00017 namespace shogun
00018 {
00019 class CModelSelectionParameters;
00020 class CParameterCombination;
00021 
00029 class CModelSelection: public CSGObject
00030 {
00031 public:
00033     CModelSelection();
00034 
00040     CModelSelection(CMachineEvaluation* machine_eval,
00041             CModelSelectionParameters* model_parameters);
00042 
00044     virtual ~CModelSelection();
00045 
00052     virtual CParameterCombination* select_model(bool print_state=false)=0;
00053 
00054 private:
00056     void init();
00057 
00058 protected:
00060     CModelSelectionParameters* m_model_parameters;
00062     CMachineEvaluation* m_machine_eval;
00063 };
00064 }
00065 #endif /* __MODELSELECTION_H_ */
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SHOGUN Machine Learning Toolbox - Documentation