SHOGUN  3.2.1
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Groups Pages
GradientModelSelection.h
Go to the documentation of this file.
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) 2013 Roman Votyakov
8  * Copyright (C) 2012 Jacob Walker
9  */
10 
11 #ifndef CGRADIENTMODELSELECTION_H_
12 #define CGRADIENTMODELSELECTION_H_
13 
14 #include <shogun/lib/config.h>
15 
16 #ifdef HAVE_NLOPT
17 
20 
21 namespace shogun
22 {
23 
28 {
29 public:
32 
42  CModelSelectionParameters* model_parameters=NULL);
43 
44  virtual ~CGradientModelSelection();
45 
52  virtual CParameterCombination* select_model(bool print_state=false);
53 
58  virtual const char* get_name() const { return "GradientModelSelection"; }
59 
64  void set_max_evaluations(uint32_t max_evaluations)
65  {
66  m_max_evaluations=max_evaluations;
67  }
68 
73  uint32_t get_max_evaluations() const { return m_max_evaluations; }
74 
80  void set_grad_tolerance(float64_t grad_tolerance)
81  {
82  m_grad_tolerance=grad_tolerance;
83  }
84 
91 
92 private:
94  void init();
95 
96 protected:
99 
102 };
103 }
104 #endif /* HAVE_NLOPT */
105 #endif /* CGRADIENTMODELSELECTION_H_ */

SHOGUN Machine Learning Toolbox - Documentation