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 _LINEARBYTEKERNEL_H___ 00012 #define _LINEARBYTEKERNEL_H___ 00013 00014 #include "lib/common.h" 00015 #include "kernel/SimpleKernel.h" 00016 #include "features/SimpleFeatures.h" 00017 00026 class CLinearByteKernel: public CSimpleKernel<uint8_t> 00027 { 00028 public: 00031 CLinearByteKernel(); 00032 00038 CLinearByteKernel(CSimpleFeatures<uint8_t>* l, CSimpleFeatures<uint8_t> *r); 00039 00040 virtual ~CLinearByteKernel(); 00041 00048 virtual bool init(CFeatures* l, CFeatures* r); 00049 00051 virtual void cleanup(); 00052 00058 virtual bool load_init(FILE* src); 00059 00065 virtual bool save_init(FILE* dest); 00066 00071 virtual EKernelType get_kernel_type() { return K_LINEAR; } 00072 00077 virtual const char* get_name() const { return "Linear"; } 00078 00087 virtual bool init_optimization( 00088 int32_t num_suppvec, int32_t* sv_idx, float64_t* alphas); 00089 00094 virtual bool delete_optimization(); 00095 00101 virtual float64_t compute_optimized(int32_t idx); 00102 00104 virtual void clear_normal(); 00105 00111 virtual void add_to_normal(int32_t idx, float64_t weight); 00112 00113 protected: 00122 virtual float64_t compute(int32_t idx_a, int32_t idx_b); 00123 00124 protected: 00126 float64_t* normal; 00127 }; 00128 00129 #endif /* _LINEARBYTEKERNEL_H__ */