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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 
14 #include <shogun/lib/config.h>
15 
17 
18 namespace shogun
19 {
23  class CMeanRule : public CCombinationRule
24  {
25  public:
26  CMeanRule();
27 
28  virtual ~CMeanRule();
29 
38  virtual SGVector<float64_t> combine(const SGMatrix<float64_t>& ensemble_result) const;
39 
47  virtual float64_t combine(const SGVector<float64_t>& ensemble_result) const;
48 
50  virtual const char* get_name() const { return "MeanRule"; }
51  };
52 }
53 
54 #endif /* _MEAN_RULE_H_ */
virtual ~CMeanRule()
Definition: MeanRule.cpp:23
virtual const char * get_name() const
Definition: MeanRule.h:50
CMeanRule simply averages the outputs of the Machines in the ensemble.
Definition: MeanRule.h:23
double float64_t
Definition: common.h:50
virtual SGVector< float64_t > combine(const SGMatrix< float64_t > &ensemble_result) const
Definition: MeanRule.cpp:28
all of classes and functions are contained in the shogun namespace
Definition: class_list.h:18
CombinationRule abstract class The CombinationRule defines an interface to how to combine the classif...

SHOGUN Machine Learning Toolbox - Documentation