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) 2010 Christian Widmer 00008 * Copyright (C) 2010 Max-Planck-Society 00009 */ 00010 00011 #include "lib/config.h" 00012 00013 00014 #ifndef _KERNELDISTANCE_H___ 00015 #define _KERNELDISTANCE_H___ 00016 00017 #include "lib/common.h" 00018 #include "distance/Distance.h" 00019 #include "kernel/Kernel.h" 00020 00021 namespace shogun 00022 { 00023 class CDistance; 00024 00033 class CKernelDistance: public CDistance 00034 { 00035 public: 00037 CKernelDistance(void); 00038 00045 CKernelDistance(float64_t width, CKernel* k); 00046 00054 CKernelDistance( 00055 CFeatures *l, CFeatures *r, float64_t width, CKernel* k); 00056 00057 virtual ~CKernelDistance(); 00058 00065 virtual bool init(CFeatures* l, CFeatures* r); 00066 00071 inline virtual EDistanceType get_distance_type() { return D_UNKNOWN; } 00076 inline virtual EFeatureType get_feature_type() { return kernel->get_feature_type(); } 00077 00082 inline virtual EFeatureClass get_feature_class() { return kernel->get_feature_class(); } 00083 00088 inline virtual const char* get_name() const { return "KernelDistance"; } 00089 00093 inline virtual void cleanup() { return kernel->cleanup(); } 00094 00095 protected: 00104 float64_t compute(int32_t idx_a, int32_t idx_b); 00105 00106 private: 00107 void init(); 00108 00109 private: 00111 CKernel* kernel; 00113 float64_t width; 00114 }; 00115 } 00116 #endif /* _KERNELDISTANCE_H__ */