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 
00020 class CModelSelectionParameters;
00021 class CParameterCombination;
00022 
00030 class CModelSelection: public CSGObject
00031 {
00032 public:
00037     CModelSelection(CModelSelectionParameters* model_parameters,
00038             CMachineEvaluation* machine_eval);
00039 
00041     virtual ~CModelSelection();
00042 
00049     virtual CParameterCombination* select_model(bool print_state=false)=0;
00050 
00051 private:
00052 
00053     /*Initializer*/
00054     void init();
00055 
00056 protected:
00058     CModelSelectionParameters* m_model_parameters;
00060     CMachineEvaluation* m_machine_eval;
00061 };
00062 
00063 }
00064 
00065 #endif /* __MODELSELECTION_H_ */
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