00001 /* 00002 * This program is free software; you can redistribute it and/or modify 00003 * it under the terms of the GNU General Public License as published by 00004 * the Free Software Foundation; either version 3 of the License, or 00005 * (at your option) any later version. 00006 * 00007 * Written (W) 1999-2009 Soeren Sonnenburg 00008 * Copyright (C) 1999-2009 Fraunhofer Institute FIRST and Max-Planck-Society 00009 */ 00010 00011 #ifndef _PERCEPTRON_H___ 00012 #define _PERCEPTRON_H___ 00013 00014 #include <stdio.h> 00015 #include "lib/common.h" 00016 #include "features/DotFeatures.h" 00017 #include "classifier/LinearClassifier.h" 00018 00019 namespace shogun 00020 { 00030 class CPerceptron : public CLinearClassifier 00031 { 00032 public: 00034 CPerceptron(); 00035 00041 CPerceptron(CDotFeatures* traindat, CLabels* trainlab); 00042 virtual ~CPerceptron(); 00043 00048 virtual inline EClassifierType get_classifier_type() { return CT_PERCEPTRON; } 00049 00058 virtual bool train(CFeatures* data=NULL); 00059 00061 inline void set_learn_rate(float64_t r) 00062 { 00063 learn_rate=r; 00064 } 00065 00067 inline void set_max_iter(int32_t i) 00068 { 00069 max_iter=i; 00070 } 00071 00073 inline virtual const char* get_name() const { return "Perceptron"; } 00074 00075 protected: 00077 float64_t learn_rate; 00079 int32_t max_iter; 00080 }; 00081 } 00082 #endif