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Perceptron.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) 1999-2009 Soeren Sonnenburg
8  * Copyright (C) 1999-2009 Fraunhofer Institute FIRST and Max-Planck-Society
9  */
10 
11 #ifndef _PERCEPTRON_H___
12 #define _PERCEPTRON_H___
13 
14 #include <stdio.h>
15 #include <shogun/lib/common.h>
18 
19 namespace shogun
20 {
31 {
32  public:
34  CPerceptron();
35 
41  CPerceptron(CDotFeatures* traindat, CLabels* trainlab);
42  virtual ~CPerceptron();
43 
48  virtual inline EClassifierType get_classifier_type() { return CT_PERCEPTRON; }
49 
51  inline void set_learn_rate(float64_t r)
52  {
53  learn_rate=r;
54  }
55 
57  inline void set_max_iter(int32_t i)
58  {
59  max_iter=i;
60  }
61 
63  inline virtual const char* get_name() const { return "Perceptron"; }
64 
65  protected:
74  virtual bool train_machine(CFeatures* data=NULL);
75 
76  protected:
80  int32_t max_iter;
81 };
82 }
83 #endif

SHOGUN Machine Learning Toolbox - Documentation