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AveragedPerceptron.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) 2011 Hidekazu Oiwa
8  */
9 
10 #ifndef _AVERAGEDPERCEPTRON_H___
11 #define _AVERAGEDPERCEPTRON_H___
12 
13 #include <shogun/lib/config.h>
14 
15 #include <shogun/lib/common.h>
18 
19 namespace shogun
20 {
32 {
33  public:
36 
39 
45  CAveragedPerceptron(CDotFeatures* traindat, CLabels* trainlab);
46  virtual ~CAveragedPerceptron();
47 
53 
55  inline void set_learn_rate(float64_t r)
56  {
57  learn_rate=r;
58  }
59 
61  inline void set_max_iter(int32_t i)
62  {
63  max_iter=i;
64  }
65 
67  virtual const char* get_name() const { return "AveragedPerceptron"; }
68 
69 protected:
70 
79  virtual bool train_machine(CFeatures* data=NULL);
80 
81  protected:
85  int32_t max_iter;
86 };
87 }
88 #endif

SHOGUN Machine Learning Toolbox - Documentation