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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 
14 #include <shogun/lib/config.h>
15 
17 #include <shogun/base/DynArray.h>
18 
19 namespace shogun
20 {
21 class CModelSelectionParameters;
22 
27 {
28 public:
31 
38  CModelSelectionParameters* model_parameters);
39 
42 
49  virtual CParameterCombination* select_model(bool print_state=false);
50 
52  virtual const char* get_name() const { return "GridSearchModelSelection"; }
53 };
54 }
55 #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)
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
virtual const char * get_name() const

SHOGUN Machine Learning Toolbox - Documentation