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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 <stdio.h>
14 #include <shogun/lib/common.h>
17 
18 namespace shogun
19 {
31 {
32  public:
35 
41  CAveragedPerceptron(CDotFeatures* traindat, CLabels* trainlab);
42  virtual ~CAveragedPerceptron();
43 
49 
58  virtual bool train(CFeatures* data=NULL);
59 
61  inline void set_learn_rate(float64_t r)
62  {
63  learn_rate=r;
64  }
65 
67  inline void set_max_iter(int32_t i)
68  {
69  max_iter=i;
70  }
71 
73  inline virtual const char* get_name() const { return "AveragedPerceptron"; }
74 
75  protected:
79  int32_t max_iter;
80 };
81 }
82 #endif

SHOGUN Machine Learning Toolbox - Documentation