SVMlight Class Reference

#include <svmlight.h>

Public Member Functions
void	saveModelToFile (const std::string _modelFileName)
void	loadModelFromFile (const std::string _modelFileName)
void	read_problem (char *filename)
void	train ()
void	getSingleDetectingVector (std::vector< float > &singleDetectorVector, std::vector< unsigned int > &singleDetectorVectorIndices)
	Generates a single detecting feature vector (vec1) from the trained support vectors, for use e.g. More...
float	getThreshold () const
	Return model detection threshold / bias. More...
const char *	getSVMName () const

Static Public Member Functions
static SVMlight *	getInstance ()
	Singleton. More...

Public Attributes
LEARN_PARM *	learn_parm
KERNEL_PARM *	kernel_parm

Detailed Description

Definition at line 68 of file svmlight.h.

Member Function Documentation

SVMlight * SVMlight::getInstance ( )

static

Singleton.

Definition at line 199 of file svmlight.h.

void SVMlight::getSingleDetectingVector ( std::vector< float > &  singleDetectorVector, std::vector< unsigned int > &  singleDetectorVectorIndices  )

inline

Generates a single detecting feature vector (vec1) from the trained support vectors, for use e.g.

with the HOG algorithm vec1 = sum_1_n (alpha_y*x_i). (vec1 is a 1 x n column vector. n = feature vector length)

Parameters

singleDetectorVector	resulting single detector vector for use in openCV HOG
singleDetectorVectorIndices	dummy vector for this implementation

Definition at line 161 of file svmlight.h.

const char* SVMlight::getSVMName ( ) const

inline

Definition at line 192 of file svmlight.h.

float SVMlight::getThreshold ( ) const

inline

Return model detection threshold / bias.

Returns

detection threshold / bias

Definition at line 188 of file svmlight.h.

void SVMlight::loadModelFromFile ( const std::string  _modelFileName )

inline

Definition at line 140 of file svmlight.h.

void SVMlight::read_problem ( char *  filename )

inline

Definition at line 145 of file svmlight.h.

void SVMlight::saveModelToFile ( const std::string  _modelFileName )

inline

Definition at line 136 of file svmlight.h.

void SVMlight::train ( )

inline

Definition at line 151 of file svmlight.h.

Member Data Documentation

KERNEL_PARM* SVMlight::kernel_parm

Definition at line 132 of file svmlight.h.

LEARN_PARM* SVMlight::learn_parm

Definition at line 131 of file svmlight.h.

---

The documentation for this class was generated from the following file:

• /home/sarkar/opendetection/common/bindings/svmlight.h