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WeightedMajorityVote.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) 2013 Viktor Gal
8  * Copyright (C) 2013 Viktor Gal
9  */
10 
11 #ifndef _WEIGHTED_MAJORITY_VOTE_H_
12 #define _WEIGHTED_MAJORITY_VOTE_H_
13 
15 #include <shogun/lib/SGVector.h>
16 
17 namespace shogun
18 {
33  {
34  public:
39 
47 
48  virtual ~CWeightedMajorityVote();
49 
58  virtual SGVector<float64_t> combine(const SGMatrix<float64_t>& ensemble_result) const;
59 
67  virtual float64_t combine(const SGVector<float64_t>& ensemble_result) const;
68 
75 
82 
84  virtual const char* get_name() const { return "WeightedMajorityVote"; }
85 
86  protected:
93  virtual float64_t weighted_combine(const SGVector<float64_t>& ensemble_result) const;
94 
97 
98  private:
99  void init();
100  void register_parameters();
101  };
102 }
103 
104 #endif /* _WEIGHTED_MAJORITY_VOTE_H_ */

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