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GridSearchModelSelection.h
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1 /*
2  * This program is free software; you can redistribute it and/or modify
3  * it under the terms of the GNU General Public License as published by
4  * the Free Software Foundation; either version 3 of the License, or
5  * (at your option) any later version.
6  *
7  * Written (W) 2011 Heiko Strathmann
8  * Copyright (C) 2011 Berlin Institute of Technology and Max-Planck-Society
9  */
10 
11 #ifndef __GRIDSEARCHMODELSELECTION_H_
12 #define __GRIDSEARCHMODELSELECTION_H_
13 
15 #include <shogun/base/DynArray.h>
16 
17 namespace shogun
18 {
19 class CModelSelectionParameters;
20 
25 {
26 public:
29 
36  CModelSelectionParameters* model_parameters);
37 
40 
47  virtual CParameterCombination* select_model(bool print_state=false);
48 
50  virtual const char* get_name() const { return "GridSearchModelSelection"; }
51 };
52 }
53 #endif /* __GRIDSEARCHMODELSELECTION_H_ */
Model selection class which searches for the best model by a grid- search. See CModelSelection for de...
Class to select parameters and their ranges for model selection. The structure is organized as a tree...
Abstract base class for model selection.
Machine Evaluation is an abstract class that evaluates a machine according to some criterion...
Class that holds ONE combination of parameters for a learning machine. The structure is organized as ...
virtual CParameterCombination * select_model(bool print_state=false)
virtual const char * get_name() const

SHOGUN Machine Learning Toolbox - Documentation