CLocalityPreservingProjections Class Reference

Detailed Description

Definition at line 24 of file LocalityPreservingProjections.h.

Inheritance diagram for CLocalityPreservingProjections:

Public Member Functions
	CLocalityPreservingProjections ()
virtual	~CLocalityPreservingProjections ()
virtual const char *	get_name () const
Public Member Functions inherited from CLaplacianEigenmaps
	CLaplacianEigenmaps ()
virtual	~CLaplacianEigenmaps ()
virtual CFeatures *	apply (CFeatures *features)
virtual CSimpleFeatures < float64_t > *	embed_distance (CDistance *distance, CFeatures *features=NULL)
void	set_k (int32_t k)
int32_t	get_k () const
void	set_tau (float64_t tau)
float64_t	get_tau () const
Public Member Functions inherited from CEmbeddingConverter
	CEmbeddingConverter ()
virtual	~CEmbeddingConverter ()
virtual CSimpleFeatures < float64_t > *	embed (CFeatures *features)
void	set_target_dim (int32_t dim)
int32_t	get_target_dim () const
void	set_distance (CDistance *distance)
CDistance *	get_distance () const
void	set_kernel (CKernel *kernel)
CKernel *	get_kernel () const
Public Member Functions inherited from CConverter
	CConverter ()
virtual	~CConverter ()
Public Member Functions inherited from CSGObject
	CSGObject ()
	CSGObject (const CSGObject &orig)
virtual	~CSGObject ()
virtual bool	is_generic (EPrimitiveType *generic) const
template<class T >
void	set_generic ()
void	unset_generic ()
virtual void	print_serializable (const char *prefix="")
virtual bool	save_serializable (CSerializableFile *file, const char *prefix="")
virtual bool	load_serializable (CSerializableFile *file, const char *prefix="")
void	set_global_io (SGIO *io)
SGIO *	get_global_io ()
void	set_global_parallel (Parallel *parallel)
Parallel *	get_global_parallel ()
void	set_global_version (Version *version)
Version *	get_global_version ()
SGVector< char * >	get_modelsel_names ()
char *	get_modsel_param_descr (const char *param_name)
index_t	get_modsel_param_index (const char *param_name)
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()
template<>
void	set_generic ()

Protected Member Functions
virtual CSimpleFeatures < float64_t > *	construct_embedding (CFeatures *features, SGMatrix< float64_t > W_matrix)
Protected Member Functions inherited from CLaplacianEigenmaps
void	init ()
Protected Member Functions inherited from CEmbeddingConverter
void	init ()
Protected Member Functions inherited from CSGObject
virtual void	load_serializable_pre () throw (ShogunException)
virtual void	load_serializable_post () throw (ShogunException)
virtual void	save_serializable_pre () throw (ShogunException)
virtual void	save_serializable_post () throw (ShogunException)

Additional Inherited Members
Public Attributes inherited from CSGObject
SGIO *	io
Parallel *	parallel
Version *	version
Parameter *	m_parameters
Parameter *	m_model_selection_parameters
Protected Attributes inherited from CLaplacianEigenmaps
int32_t	m_k
float64_t	m_tau
Protected Attributes inherited from CEmbeddingConverter
int32_t	m_target_dim
CDistance *	m_distance
CKernel *	m_kernel

Constructor & Destructor Documentation

CLocalityPreservingProjections

(

)

constructor

Definition at line 23 of file LocalityPreservingProjections.cpp.

~CLocalityPreservingProjections ( )

virtual

destructor

Definition at line 28 of file LocalityPreservingProjections.cpp.

Member Function Documentation

CSimpleFeatures< float64_t > * construct_embedding ( CFeatures *  features, SGMatrix< float64_t >  W_matrix  )

protectedvirtual

construct embedding

Parameters

features	features
W_matrix	W matrix to be used

Reimplemented from CLaplacianEigenmaps.

Definition at line 37 of file LocalityPreservingProjections.cpp.

const char * get_name ( ) const

virtual

get name

Reimplemented from CLaplacianEigenmaps.

Definition at line 32 of file LocalityPreservingProjections.cpp.

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

• LocalityPreservingProjections.h
• LocalityPreservingProjections.cpp