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 _DIAGKERNEL_H___ 00012 #define _DIAGKERNEL_H___ 00013 00014 #include <shogun/lib/common.h> 00015 #include <shogun/kernel/Kernel.h> 00016 00017 namespace shogun 00018 { 00026 class CDiagKernel: public CKernel 00027 { 00028 public: 00030 CDiagKernel(); 00031 00037 CDiagKernel(int32_t size, float64_t diag=1.0); 00038 00045 CDiagKernel(CFeatures* l, CFeatures* r, float64_t diag=1.0); 00046 00047 virtual ~CDiagKernel(); 00048 00055 virtual bool init(CFeatures* l, CFeatures* r); 00056 00061 inline virtual EFeatureType get_feature_type() 00062 { 00063 return F_ANY; 00064 } 00065 00070 inline virtual EFeatureClass get_feature_class() 00071 { 00072 return C_ANY; 00073 } 00074 00079 virtual EKernelType get_kernel_type() { return K_DIAG; } 00080 00085 virtual const char* get_name() const { return "DiagKernel"; } 00086 00087 protected: 00096 inline virtual float64_t compute(int32_t idx_a, int32_t idx_b) 00097 { 00098 if (idx_a==idx_b) 00099 return diag; 00100 else 00101 return 0; 00102 } 00103 private: 00104 void init(); 00105 00106 protected: 00108 float64_t diag; 00109 }; 00110 } 00111 #endif /* _DIAGKERNEL_H__ */