KernelPerceptron.h

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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) 1999-2008 Soeren Sonnenburg
00008  * Copyright (C) 1999-2008 Fraunhofer Institute FIRST and Max-Planck-Society
00009  */
00010 
00011 #ifndef _KERNELPERCEPTRON_H___
00012 #define _KERNELPERCEPTRON_H___
00013 
00014 #include <stdio.h>
00015 #include "lib/common.h"
00016 #include "features/Features.h"
00017 #include "kernel/KernelMachine.h"
00018 
00020 class CKernelPerceptron : public CKernelMachine
00021 {
00022     public:
00024         CKernelPerceptron();
00025         virtual ~CKernelPerceptron();
00026 
00028         virtual bool train();
00029 
00035         virtual DREAL classify_example(INT num);
00036 
00042         virtual bool load(FILE* srcfile);
00043 
00049         virtual bool save(FILE* dstfile);
00050 
00055         inline virtual EClassifierType get_classifier_type()
00056         {
00057             return CT_KERNELPERCEPTRON;
00058         }
00059 };
00060 #endif
00061 

SHOGUN Machine Learning Toolbox - Documentation