ComposedKernelFunctor Class Reference

Undocumented. More...

#include <svm.h>

Inheritance diagram for ComposedKernelFunctor:

Collaboration diagram for ComposedKernelFunctor:

Public Types
typedef std::vector < GenericKernelFunctorBase * >	KernelListType
typedef ComposedKernelFunctor	Self
typedef GenericKernelFunctorBase	Superclass

Public Member Functions
	ComposedKernelFunctor ()
virtual	~ComposedKernelFunctor ()
virtual svm_node *	add (const svm_node *px, const svm_node *py) const
void	AddKernelFunctorModelToKernelList (const GenericKernelFunctorBase *kernelfunctor)
void	AddPonderationToPonderationList (const double &pond)
virtual ComposedKernelFunctor *	Clone () const
virtual double	derivative (const svm_node *x, const svm_node *y, const svm_parameter &param, int degree, int index, bool isAtEnd, double constValue) const
virtual double	dot (const svm_node *px, const svm_node *py) const
KernelListType &	GetKernelFunctorList ()
virtual const MapType &	GetMapParameters () const
virtual MapType	GetMapParameters ()
bool	GetMultiplyKernelFunctor ()
virtual std::string	GetName (void) const
std::vector< double >	GetPonderationList ()
template<class T >
T	GetValue (const char *option) const
virtual int	load_parameters (FILE **pfile)
virtual double	operator() (const svm_node *x, const svm_node *y, const svm_parameter &param) const
virtual void	print_parameters (void) const
virtual int	save_parameters (FILE **pfile, const char *composed_kernel_parameters_keyword) const
void	SetKernelFunctorList (const KernelListType &kernelFunctorList)
virtual void	SetMapParameters (const MapType &map)
void	SetMultiplyKernelFunctor (bool val)
virtual void	SetName (std::string name)
void	SetPonderationModelList (const std::vector< double > &list)
template<class T >
void	SetValue (const char *option, const T &value)
virtual svm_node *	sub (const svm_node *px, const svm_node *py) const
virtual void	Update (void)

Protected Member Functions
	ComposedKernelFunctor (const Self &copy)
Self &	operator= (const Self &copy)

Private Types
typedef GenericKernelFunctorBase::MapConstIterator	MapConstIterator
typedef GenericKernelFunctorBase::MapIterator	MapIterator
typedef GenericKernelFunctorBase::MapType	MapType

Private Member Functions
void	ClearFunctorList ()

Private Attributes
KernelListType	m_KernelFunctorList
std::vector< double >	m_PonderationList

Detailed Description

Undocumented.

Definition at line 98 of file svm.h.

Member Typedef Documentation

typedef std::vector<GenericKernelFunctorBase *> ComposedKernelFunctor::KernelListType

Definition at line 110 of file svm.h.

typedef GenericKernelFunctorBase::MapConstIterator ComposedKernelFunctor::MapConstIterator

private

Definition at line 159 of file svm.h.

typedef GenericKernelFunctorBase::MapIterator ComposedKernelFunctor::MapIterator

private

Definition at line 158 of file svm.h.

typedef GenericKernelFunctorBase::MapType ComposedKernelFunctor::MapType

private

Definition at line 157 of file svm.h.

typedef ComposedKernelFunctor ComposedKernelFunctor::Self

Definition at line 101 of file svm.h.

typedef GenericKernelFunctorBase ComposedKernelFunctor::Superclass

Definition at line 102 of file svm.h.

Constructor & Destructor Documentation

ComposedKernelFunctor::ComposedKernelFunctor

(

)

virtual ComposedKernelFunctor::~ComposedKernelFunctor ( )

virtual

ComposedKernelFunctor::ComposedKernelFunctor ( const Self &  copy )

protected

Copy constructor

Member Function Documentation

virtual svm_node* GenericKernelFunctorBase::add ( const svm_node *  px, const svm_node *  py  ) const

virtualinherited

void ComposedKernelFunctor::AddKernelFunctorModelToKernelList

(

const GenericKernelFunctorBase *

kernelfunctor

)

void ComposedKernelFunctor::AddPonderationToPonderationList

(

const double &

pond

)

void ComposedKernelFunctor::ClearFunctorList ( )

private

virtual ComposedKernelFunctor* ComposedKernelFunctor::Clone ( ) const

virtual

Reimplemented from GenericKernelFunctorBase.

Referenced by svm_parameter::operator=().

virtual double ComposedKernelFunctor::derivative ( const svm_node *  x, const svm_node *  y, const svm_parameter &  param, int  degree, int  index, bool  isAtEnd, double  constValue  ) const

virtual

Used for Taylor classification

Reimplemented from GenericKernelFunctorBase.

virtual double GenericKernelFunctorBase::dot ( const svm_node *  px, const svm_node *  py  ) const

virtualinherited

Referenced by otb::CustomKernelFunctor::operator()(), otb::SAMKernelFunctor::operator()(), otb::PolyRBFSAMKernelFunctor::operator()(), and otb::GroupingAdaptiveKernelFunctor::operator()().

KernelListType& ComposedKernelFunctor::GetKernelFunctorList

(

)

Get a reference to the internal kernel list

virtual const MapType& GenericKernelFunctorBase::GetMapParameters ( ) const

virtualinherited

virtual MapType GenericKernelFunctorBase::GetMapParameters ( )

virtualinherited

bool ComposedKernelFunctor::GetMultiplyKernelFunctor

(

)

virtual std::string GenericKernelFunctorBase::GetName ( void  ) const

virtualinherited

std::vector<double> ComposedKernelFunctor::GetPonderationList

(

)

Set/Get the ponderation list to apply to each svm_model of the composed kernel

template<class T >

T GenericKernelFunctorBase::GetValue ( const char *  option ) const

inlineinherited

Definition at line 59 of file svm.h.

References GenericKernelFunctorBase::m_MapParameters.

virtual int ComposedKernelFunctor::load_parameters ( FILE **  pfile )

virtual

Reimplemented from GenericKernelFunctorBase.

virtual double ComposedKernelFunctor::operator() ( const svm_node *  x, const svm_node *  y, const svm_parameter &  param  ) const

virtual

Reimplemented from GenericKernelFunctorBase.

Self& ComposedKernelFunctor::operator= ( const Self &  copy )

protected

virtual void ComposedKernelFunctor::print_parameters ( void  ) const

virtual

Reimplemented from GenericKernelFunctorBase.

virtual int ComposedKernelFunctor::save_parameters ( FILE **  pfile, const char *  composed_kernel_parameters_keyword  ) const

virtual

Reimplemented from GenericKernelFunctorBase.

void ComposedKernelFunctor::SetKernelFunctorList

(

const KernelListType &

kernelFunctorList

)

Set internal kernel list. A clone is made of each kernel when copying

virtual void GenericKernelFunctorBase::SetMapParameters ( const MapType &  map )

virtualinherited

void ComposedKernelFunctor::SetMultiplyKernelFunctor

(

bool

val

)

Set/Get the boolean to know which operation has to be done with the kernel functors.

virtual void GenericKernelFunctorBase::SetName ( std::string  name )

virtualinherited

Referenced by otb::CustomKernelFunctor::CustomKernelFunctor(), otb::CustomLinearKernelFunctor::CustomLinearKernelFunctor(), otb::GroupedRBFKernelFunctor::GroupedRBFKernelFunctor(), otb::GroupingAdaptiveKernelFunctor::GroupingAdaptiveKernelFunctor(), otb::InverseCosSAMKernelFunctor::InverseCosSAMKernelFunctor(), otb::InvMultiQuadraticSAMKernelFunctor::InvMultiQuadraticSAMKernelFunctor(), otb::InvMultiQuadricKernelFunctor::InvMultiQuadricKernelFunctor(), otb::KModKernelFunctor::KModKernelFunctor(), otb::KModSAMKernelFunctor::KModSAMKernelFunctor(), otb::PolyRBFSAMKernelFunctor::PolyRBFSAMKernelFunctor(), otb::RadialSAMKernelFunctor::RadialSAMKernelFunctor(), otb::RBFDiffKernelFunctor::RBFDiffKernelFunctor(), otb::RBFKernelFunctor::RBFKernelFunctor(), otb::RBFRBFSAMKernelFunctor::RBFRBFSAMKernelFunctor(), and otb::SAMKernelFunctor::SAMKernelFunctor().

void ComposedKernelFunctor::SetPonderationModelList

(

const std::vector< double > &

list

)

template<class T >

void GenericKernelFunctorBase::SetValue ( const char *  option, const T &  value  )

inlineinherited

Definition at line 70 of file svm.h.

References GenericKernelFunctorBase::m_MapParameters.

virtual svm_node* GenericKernelFunctorBase::sub ( const svm_node *  px, const svm_node *  py  ) const

virtualinherited

virtual void GenericKernelFunctorBase::Update ( void  )

virtualinherited

Reimplemented in otb::SpectralAngleKernelFunctor, and otb::ChangeProfileKernelFunctor.

Member Data Documentation

KernelListType ComposedKernelFunctor::m_KernelFunctorList

private

Generic kernel functors that composed kernel

Definition at line 162 of file svm.h.

std::vector<double> ComposedKernelFunctor::m_PonderationList

private

Ponderation list to apply to each svm_model of the composed kernel

Definition at line 164 of file svm.h.

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

• svm.h