GMNPSVM.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 Vojtech Franc, xfrancv@cmp.felk.cvut.cz
00008  * Copyright (C) 1999-2008 Center for Machine Perception, CTU FEL Prague 
00009  */
00010 
00011 #ifndef _GMNPSVM_H___
00012 #define _GMNPSVM_H___
00013 
00014 #include <vector>
00015 
00016 #include "lib/common.h"
00017 #include "classifier/svm/MultiClassSVM.h"
00018 #include "features/Features.h"
00019 
00020 namespace shogun
00021 {
00026 class CGMNPSVM : public CMultiClassSVM
00027 {
00028     public:
00030         CGMNPSVM();
00031 
00038         CGMNPSVM(float64_t C, CKernel* k, CLabels* lab);
00039 
00041         virtual ~CGMNPSVM();
00042 
00051         virtual bool train(CFeatures* data=NULL);
00052 
00057         virtual inline EClassifierType get_classifier_type() { return CT_GMNPSVM; }
00058 
00065         void getbasealphas(::std::vector< ::std::vector<float64_t> > & basealphas);
00066 
00068         inline virtual const char* get_name() const { return "GMNPSVM"; }
00069         
00070     protected: 
00076         ::std::vector< ::std::vector<float64_t> > m_basealphas; // is the basic untransformed alpha, needed for MKL 
00077 };
00078 }
00079 #endif

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