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MeanRule.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 _MEAN_RULE_H_
12 #define _MEAN_RULE_H_
13 
15 
16 namespace shogun
17 {
21  class CMeanRule : public CCombinationRule
22  {
23  public:
24  CMeanRule();
25 
26  virtual ~CMeanRule();
27 
36  virtual SGVector<float64_t> combine(const SGMatrix<float64_t>& ensemble_result) const;
37 
45  virtual float64_t combine(const SGVector<float64_t>& ensemble_result) const;
46 
48  virtual const char* get_name() const { return "MeanRule"; }
49  };
50 }
51 
52 #endif /* _MEAN_RULE_H_ */
virtual ~CMeanRule()
Definition: MeanRule.cpp:23
virtual const char * get_name() const
Definition: MeanRule.h:48
CMeanRule simply averages the outputs of the Machines in the ensemble.
Definition: MeanRule.h:21
double float64_t
Definition: common.h:48
virtual SGVector< float64_t > combine(const SGMatrix< float64_t > &ensemble_result) const
Definition: MeanRule.cpp:28
CombinationRule abstract class The CombinationRule defines an interface to how to combine the classif...

SHOGUN Machine Learning Toolbox - Documentation