SHOGUN  v1.1.0
 All Classes Namespaces Files Functions Variables Typedefs Enumerations Enumerator Friends Macros Pages
List of all members | Public Member Functions | Protected Member Functions
CLocalityPreservingProjections Class Reference

Detailed Description

Definition at line 24 of file LocalityPreservingProjections.h.

Inheritance diagram for CLocalityPreservingProjections:
Inheritance graph
[legend]

Public Member Functions

 CLocalityPreservingProjections ()
virtual ~CLocalityPreservingProjections ()
virtual const char * get_name () const
- Public Member Functions inherited from CLaplacianEigenmaps
 CLaplacianEigenmaps ()
virtual ~CLaplacianEigenmaps ()
virtual CFeaturesapply (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)
CDistanceget_distance () const
void set_kernel (CKernel *kernel)
CKernelget_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)
SGIOget_global_io ()
void set_global_parallel (Parallel *parallel)
Parallelget_global_parallel ()
void set_global_version (Version *version)
Versionget_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)

Protected Member Functions

virtual CSimpleFeatures
< float64_t > * 
construct_embedding (CFeatures *features, SGMatrix< float64_t > W_matrix)
- Protected Member Functions inherited from CLaplacianEigenmaps
void init ()

Additional Inherited Members

- Public Attributes inherited from CSGObject
SGIOio
Parallelparallel
Versionversion
Parameterm_parameters
Parameterm_model_selection_parameters
- Protected Attributes inherited from CLaplacianEigenmaps
int32_t m_k
float64_t m_tau

Constructor & Destructor Documentation

constructor

Definition at line 23 of file LocalityPreservingProjections.cpp.

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
featuresfeatures
W_matrixW 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.


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

SHOGUN Machine Learning Toolbox - Documentation