yat  0.21pre
BootstrapSampler.h
1 #ifndef _theplu_yat_classifier_bootstrap_sampler_
2 #define _theplu_yat_classifier_bootstrap_sampler_
3 
4 // $Id: BootstrapSampler.h 4207 2022-08-26 04:36:28Z peter $
5 
6 /*
7  Copyright (C) 2007, 2008 Jari Häkkinen, Peter Johansson
8  Copyright (C) 2022 Peter Johansson
9 
10  This file is part of the yat library, http://dev.thep.lu.se/yat
11 
12  The yat library is free software; you can redistribute it and/or
13  modify it under the terms of the GNU General Public License as
14  published by the Free Software Foundation; either version 3 of the
15  License, or (at your option) any later version.
16 
17  The yat library is distributed in the hope that it will be useful,
18  but WITHOUT ANY WARRANTY; without even the implied warranty of
19  MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the GNU
20  General Public License for more details.
21 
22  You should have received a copy of the GNU General Public License
23  along with yat. If not, see <http://www.gnu.org/licenses/>.
24 */
25 
26 #include "Sampler.h"
27 
28 namespace theplu {
29 namespace yat {
30 namespace classifier {
31 
32  class Target;
33 
42  class BootstrapSampler : public Sampler
43  {
44 
45  public:
52  BootstrapSampler(const Target& target, const size_t N);
53 
57  virtual ~BootstrapSampler();
58 
59  private:
60  void build(const Target& target, size_t N);
61 
62  };
63 
64 }}} // of namespace classifier, yat, and theplu
65 #endif
BootstrapSampler(const Target &target, const size_t N)
Constructor.
Class for containing sample labels.
Definition: Target.h:47
The Department of Theoretical Physics namespace as we define it.
const Target & target(void) const
Class creating trainingset and validationset using bootstrapping.
Definition: BootstrapSampler.h:42
Interface class for dividing samples into training and validation.
Definition: Sampler.h:40

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