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 _LIBSVR_H___ 00012 #define _LIBSVR_H___ 00013 00014 #include <stdio.h> 00015 00016 #include "lib/common.h" 00017 #include "classifier/svm/SVM.h" 00018 #include "classifier/svm/SVM_libsvm.h" 00019 #include "regression/Regression.h" 00020 00021 namespace shogun 00022 { 00051 class CLibSVR : public CSVM 00052 { 00053 public: 00055 CLibSVR(); 00056 00064 CLibSVR(float64_t C, float64_t epsilon, CKernel* k, CLabels* lab); 00065 virtual ~CLibSVR(); 00066 00075 virtual bool train(CFeatures* data=NULL); 00076 00081 virtual inline EClassifierType get_classifier_type() { return CT_LIBSVR; } 00082 00084 inline virtual const char* get_name() const { return "LIBSVR"; } 00085 protected: 00087 svm_problem problem; 00089 svm_parameter param; 00090 00092 struct svm_model* model; 00093 }; 00094 } 00095 #endif
