#include <libsvm_classifier.h>

Inheritance diagram for fcl::LibSVMClassifier< N >:

Public Member Functions
virtual std::vector< Item< N > >	getSupportVectors () const

virtual void	learn (const std::vector< Item< N > > &data)

	LibSVMClassifier ()

virtual std::vector< PredictResult >	predict (const std::vector< Vecnf< N > > &qs) const

virtual PredictResult	predict (const Vecnf< N > &q) const

void	save (const std::string &filename) const

void	setC (FCL_REAL C)

void	setCSVM ()

void	setEPS (FCL_REAL e)

void	setGamma (FCL_REAL gamma)

void	setLinearClassifier ()

void	setNegativeWeight (FCL_REAL c)

void	setNonLinearClassifier ()

void	setNu (FCL_REAL nu)

void	setNuSVM ()

void	setPositiveWeight (FCL_REAL c)

void	setProbability (bool use_probability)

virtual void	setScaler (const Scaler< N > &scaler_)

	~LibSVMClassifier ()

Public Attributes
double	hyperw_normsqr

svm_model *	model

svm_parameter	param

svm_problem	problem

Scaler< N >	scaler

svm_node *	x_space

Detailed Description

template<std::size_t N>
class fcl::LibSVMClassifier< N >

Definition at line 49 of file libsvm_classifier.h.

Constructor & Destructor Documentation

◆ LibSVMClassifier()

template<std::size_t N>

fcl::LibSVMClassifier< N >::LibSVMClassifier ( )

inline

Definition at line 52 of file libsvm_classifier.h.

◆ ~LibSVMClassifier()

template<std::size_t N>

fcl::LibSVMClassifier< N >::~LibSVMClassifier ( )

inline

Definition at line 118 of file libsvm_classifier.h.

Member Function Documentation

◆ getSupportVectors()

template<std::size_t N>

virtual std::vector<Item<N> > fcl::LibSVMClassifier< N >::getSupportVectors ( ) const

inlinevirtual

Definition at line 220 of file libsvm_classifier.h.

◆ learn()

template<std::size_t N>

virtual void fcl::LibSVMClassifier< N >::learn ( const std::vector< Item< N > > & data )

inlinevirtual

Definition at line 128 of file libsvm_classifier.h.

◆ predict() [1/2]

template<std::size_t N>

virtual std::vector<PredictResult> fcl::LibSVMClassifier< N >::predict ( const std::vector< Vecnf< N > > & qs ) const

inlinevirtual

Definition at line 165 of file libsvm_classifier.h.

◆ predict() [2/2]

template<std::size_t N>

virtual PredictResult fcl::LibSVMClassifier< N >::predict ( const Vecnf< N > & q ) const

inlinevirtual

Definition at line 209 of file libsvm_classifier.h.

◆ save()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::save ( const std::string & filename ) const

inline

Definition at line 214 of file libsvm_classifier.h.

◆ setC()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setC ( FCL_REAL C )

inline

Definition at line 88 of file libsvm_classifier.h.

◆ setCSVM()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setCSVM ( )

inline

Definition at line 86 of file libsvm_classifier.h.

◆ setEPS()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setEPS ( FCL_REAL e )

inline

Definition at line 108 of file libsvm_classifier.h.

◆ setGamma()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setGamma ( FCL_REAL gamma )

inline

Definition at line 113 of file libsvm_classifier.h.

◆ setLinearClassifier()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setLinearClassifier ( )

inline

Definition at line 90 of file libsvm_classifier.h.

◆ setNegativeWeight()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setNegativeWeight ( FCL_REAL c )

inline

Definition at line 98 of file libsvm_classifier.h.

◆ setNonLinearClassifier()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setNonLinearClassifier ( )

inline

Definition at line 91 of file libsvm_classifier.h.

◆ setNu()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setNu ( FCL_REAL nu )

inline

Definition at line 89 of file libsvm_classifier.h.

◆ setNuSVM()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setNuSVM ( )

inline

Definition at line 87 of file libsvm_classifier.h.

◆ setPositiveWeight()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setPositiveWeight ( FCL_REAL c )

inline

Definition at line 103 of file libsvm_classifier.h.

◆ setProbability()

template<std::size_t N>

void fcl::LibSVMClassifier< N >::setProbability ( bool use_probability )

inline

Definition at line 92 of file libsvm_classifier.h.

◆ setScaler()

template<std::size_t N>

virtual void fcl::LibSVMClassifier< N >::setScaler ( const Scaler< N > & scaler_ )

inlinevirtual

Definition at line 93 of file libsvm_classifier.h.

Member Data Documentation

◆ hyperw_normsqr

template<std::size_t N>

double fcl::LibSVMClassifier< N >::hyperw_normsqr

Definition at line 241 of file libsvm_classifier.h.

◆ model

template<std::size_t N>

svm_model* fcl::LibSVMClassifier< N >::model

Definition at line 240 of file libsvm_classifier.h.

◆ param

template<std::size_t N>

svm_parameter fcl::LibSVMClassifier< N >::param

Definition at line 237 of file libsvm_classifier.h.

◆ problem

template<std::size_t N>

svm_problem fcl::LibSVMClassifier< N >::problem

Definition at line 238 of file libsvm_classifier.h.

◆ scaler

template<std::size_t N>

Scaler<N> fcl::LibSVMClassifier< N >::scaler

Definition at line 243 of file libsvm_classifier.h.

◆ x_space

template<std::size_t N>

svm_node* fcl::LibSVMClassifier< N >::x_space

Definition at line 239 of file libsvm_classifier.h.

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

libsvm_classifier.h

Public Member Functions

Public Attributes

Detailed Description

template<std::size_t N> class fcl::LibSVMClassifier< N >

Constructor & Destructor Documentation

◆ LibSVMClassifier()

◆ ~LibSVMClassifier()

Member Function Documentation

◆ getSupportVectors()

◆ learn()

◆ predict() [1/2]

◆ predict() [2/2]

◆ save()

◆ setC()

◆ setCSVM()

◆ setEPS()

◆ setGamma()

◆ setLinearClassifier()

◆ setNegativeWeight()

◆ setNonLinearClassifier()

◆ setNu()

◆ setNuSVM()

◆ setPositiveWeight()

◆ setProbability()

◆ setScaler()

Member Data Documentation

◆ hyperw_normsqr

◆ model

◆ param

◆ problem

◆ scaler

◆ x_space

template<std::size_t N>
class fcl::LibSVMClassifier< N >