OpenCV  2.4.13
Open Source Computer Vision
Public Types | Public Member Functions | Public Attributes | List of all members
CvSVMSolver Class Reference

#include <ml.hpp>

Public Types

typedef bool(CvSVMSolver::* SelectWorkingSet) (int &i, int &j)
 
typedef float *(CvSVMSolver::* GetRow) (int i, float *row, float *dst, bool existed)
 
typedef void(CvSVMSolver::* CalcRho) (double &rho, double &r)
 

Public Member Functions

 CvSVMSolver ()
 
 CvSVMSolver (int count, int var_count, const float **samples, schar *y, int alpha_count, double *alpha, double Cp, double Cn, CvMemStorage *storage, CvSVMKernel *kernel, GetRow get_row, SelectWorkingSet select_working_set, CalcRho calc_rho)
 
virtual bool create (int count, int var_count, const float **samples, schar *y, int alpha_count, double *alpha, double Cp, double Cn, CvMemStorage *storage, CvSVMKernel *kernel, GetRow get_row, SelectWorkingSet select_working_set, CalcRho calc_rho)
 
virtual ~CvSVMSolver ()
 
virtual void clear ()
 
virtual bool solve_generic (CvSVMSolutionInfo &si)
 
virtual bool solve_c_svc (int count, int var_count, const float **samples, schar *y, double Cp, double Cn, CvMemStorage *storage, CvSVMKernel *kernel, double *alpha, CvSVMSolutionInfo &si)
 
virtual bool solve_nu_svc (int count, int var_count, const float **samples, schar *y, CvMemStorage *storage, CvSVMKernel *kernel, double *alpha, CvSVMSolutionInfo &si)
 
virtual bool solve_one_class (int count, int var_count, const float **samples, CvMemStorage *storage, CvSVMKernel *kernel, double *alpha, CvSVMSolutionInfo &si)
 
virtual bool solve_eps_svr (int count, int var_count, const float **samples, const float *y, CvMemStorage *storage, CvSVMKernel *kernel, double *alpha, CvSVMSolutionInfo &si)
 
virtual bool solve_nu_svr (int count, int var_count, const float **samples, const float *y, CvMemStorage *storage, CvSVMKernel *kernel, double *alpha, CvSVMSolutionInfo &si)
 
virtual float * get_row_base (int i, bool *_existed)
 
virtual float * get_row (int i, float *dst)
 
virtual bool select_working_set (int &i, int &j)
 
virtual bool select_working_set_nu_svm (int &i, int &j)
 
virtual void calc_rho (double &rho, double &r)
 
virtual void calc_rho_nu_svm (double &rho, double &r)
 
virtual float * get_row_svc (int i, float *row, float *dst, bool existed)
 
virtual float * get_row_one_class (int i, float *row, float *dst, bool existed)
 
virtual float * get_row_svr (int i, float *row, float *dst, bool existed)
 

Public Attributes

int sample_count
 
int var_count
 
int cache_size
 
int cache_line_size
 
const float ** samples
 
const CvSVMParams * params
 
CvMemStorage * storage
 
CvSVMKernelRow lru_list
 
CvSVMKernelRow * rows
 
int alpha_count
 
double * G
 
double * alpha
 
schar * alpha_status
 
schar * y
 
double * b
 
float * buf [2]
 
double eps
 
int max_iter
 
double C [2]
 
CvSVMKernel * kernel
 
SelectWorkingSet select_working_set_func
 
CalcRho calc_rho_func
 
GetRow get_row_func
 

Member Typedef Documentation

typedef void(CvSVMSolver::* CvSVMSolver::CalcRho) (double &rho, double &r)
typedef float*(CvSVMSolver::* CvSVMSolver::GetRow) (int i, float *row, float *dst, bool existed)
typedef bool(CvSVMSolver::* CvSVMSolver::SelectWorkingSet) (int &i, int &j)

Constructor & Destructor Documentation

CvSVMSolver::CvSVMSolver ( )
CvSVMSolver::CvSVMSolver ( int  count,
int  var_count,
const float **  samples,
schar *  y,
int  alpha_count,
double *  alpha,
double  Cp,
double  Cn,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
GetRow  get_row,
SelectWorkingSet  select_working_set,
CalcRho  calc_rho 
)
virtual CvSVMSolver::~CvSVMSolver ( )
virtual

Member Function Documentation

virtual void CvSVMSolver::calc_rho ( double &  rho,
double &  r 
)
virtual
virtual void CvSVMSolver::calc_rho_nu_svm ( double &  rho,
double &  r 
)
virtual
virtual void CvSVMSolver::clear ( )
virtual
virtual bool CvSVMSolver::create ( int  count,
int  var_count,
const float **  samples,
schar *  y,
int  alpha_count,
double *  alpha,
double  Cp,
double  Cn,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
GetRow  get_row,
SelectWorkingSet  select_working_set,
CalcRho  calc_rho 
)
virtual
virtual float* CvSVMSolver::get_row ( int  i,
float *  dst 
)
virtual
virtual float* CvSVMSolver::get_row_base ( int  i,
bool *  _existed 
)
virtual
virtual float* CvSVMSolver::get_row_one_class ( int  i,
float *  row,
float *  dst,
bool  existed 
)
virtual
virtual float* CvSVMSolver::get_row_svc ( int  i,
float *  row,
float *  dst,
bool  existed 
)
virtual
virtual float* CvSVMSolver::get_row_svr ( int  i,
float *  row,
float *  dst,
bool  existed 
)
virtual
virtual bool CvSVMSolver::select_working_set ( int &  i,
int &  j 
)
virtual
virtual bool CvSVMSolver::select_working_set_nu_svm ( int &  i,
int &  j 
)
virtual
virtual bool CvSVMSolver::solve_c_svc ( int  count,
int  var_count,
const float **  samples,
schar *  y,
double  Cp,
double  Cn,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
double *  alpha,
CvSVMSolutionInfo &  si 
)
virtual
virtual bool CvSVMSolver::solve_eps_svr ( int  count,
int  var_count,
const float **  samples,
const float *  y,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
double *  alpha,
CvSVMSolutionInfo &  si 
)
virtual
virtual bool CvSVMSolver::solve_generic ( CvSVMSolutionInfo &  si)
virtual
virtual bool CvSVMSolver::solve_nu_svc ( int  count,
int  var_count,
const float **  samples,
schar *  y,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
double *  alpha,
CvSVMSolutionInfo &  si 
)
virtual
virtual bool CvSVMSolver::solve_nu_svr ( int  count,
int  var_count,
const float **  samples,
const float *  y,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
double *  alpha,
CvSVMSolutionInfo &  si 
)
virtual
virtual bool CvSVMSolver::solve_one_class ( int  count,
int  var_count,
const float **  samples,
CvMemStorage *  storage,
CvSVMKernel *  kernel,
double *  alpha,
CvSVMSolutionInfo &  si 
)
virtual

Member Data Documentation

double* CvSVMSolver::alpha
int CvSVMSolver::alpha_count
schar* CvSVMSolver::alpha_status
double* CvSVMSolver::b
float* CvSVMSolver::buf[2]
double CvSVMSolver::C[2]
int CvSVMSolver::cache_line_size
int CvSVMSolver::cache_size
CalcRho CvSVMSolver::calc_rho_func
double CvSVMSolver::eps
double* CvSVMSolver::G
GetRow CvSVMSolver::get_row_func
CvSVMKernel* CvSVMSolver::kernel
CvSVMKernelRow CvSVMSolver::lru_list
int CvSVMSolver::max_iter
const CvSVMParams* CvSVMSolver::params
CvSVMKernelRow* CvSVMSolver::rows
int CvSVMSolver::sample_count
const float** CvSVMSolver::samples
SelectWorkingSet CvSVMSolver::select_working_set_func
CvMemStorage* CvSVMSolver::storage
int CvSVMSolver::var_count
schar* CvSVMSolver::y
The documentation for this class was generated from the following file: