CEmbeddingConverter Class Reference

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Detailed Description

class EmbeddingConverter used to create embeddings of features, e.g. construct dense numeric embedding of string features

Definition at line 30 of file EmbeddingConverter.h.

Inheritance diagram for CEmbeddingConverter:

List of all members.

Public Member Functions
	CEmbeddingConverter ()
virtual	~CEmbeddingConverter ()
virtual CFeatures *	apply (CFeatures *features)=0
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
virtual const char *	get_name () const
Protected Member Functions
void	init ()
Protected Attributes
int32_t	m_target_dim
CDistance *	m_distance
CKernel *	m_kernel

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Constructor & Destructor Documentation

CEmbeddingConverter

(

)

constructor

Definition at line 20 of file EmbeddingConverter.cpp.

~CEmbeddingConverter

(

)

[virtual]

destructor

Definition at line 30 of file EmbeddingConverter.cpp.

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Member Function Documentation

virtual CFeatures* apply

(

CFeatures *

features

)

[pure virtual]

applies to the given data, returns embedding

Parameters:

features

features to embed

Returns:

embedding features

Implements CConverter.

Implemented in CDiffusionMaps, CKernelLocallyLinearEmbedding, CLaplacianEigenmaps, CLocallyLinearEmbedding, and CMultidimensionalScaling.

CSimpleFeatures< float64_t > * embed

(

CFeatures *

features

)

[virtual]

embed given features, acts the same as apply, but returns SimpleFeatures

Parameters:

features

features to embed

Returns:

embedding simple features

Definition at line 36 of file EmbeddingConverter.cpp.

CDistance * get_distance

(

)

const

getter for distance

Returns:

distance

Definition at line 59 of file EmbeddingConverter.cpp.

CKernel * get_kernel

(

)

const

getter for kernel

Returns:

kernel

Definition at line 72 of file EmbeddingConverter.cpp.

virtual const char* get_name

(

)

const [virtual]

get name

Reimplemented from CConverter.

Reimplemented in CDiffusionMaps, CHessianLocallyLinearEmbedding, CIsomap, CKernelLocallyLinearEmbedding, CKernelLocalTangentSpaceAlignment, CLaplacianEigenmaps, CLinearLocalTangentSpaceAlignment, CLocalityPreservingProjections, CLocallyLinearEmbedding, CLocalTangentSpaceAlignment, CMultidimensionalScaling, and CNeighborhoodPreservingEmbedding.

Definition at line 83 of file EmbeddingConverter.h.

int32_t get_target_dim

(

)

const

getter for target dimension

Returns:

target dimension

Definition at line 47 of file EmbeddingConverter.cpp.

void init

(

)

[protected]

default init

Reimplemented from CSGObject.

Reimplemented in CDiffusionMaps, CIsomap, CLaplacianEigenmaps, CLocallyLinearEmbedding, and CMultidimensionalScaling.

Definition at line 78 of file EmbeddingConverter.cpp.

void set_distance

(

CDistance *

distance

)

setter for distance

Parameters:

distance

distance to set

Definition at line 52 of file EmbeddingConverter.cpp.

void set_kernel

(

CKernel *

kernel

)

setter for kernel

Parameters:

kernel

kernel to set

Definition at line 65 of file EmbeddingConverter.cpp.

void set_target_dim

(

int32_t

dim

)

setter for target dimension

Parameters:

dim

target dimension

Definition at line 41 of file EmbeddingConverter.cpp.

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Member Data Documentation

CDistance* m_distance [protected]

distance to be used

Definition at line 96 of file EmbeddingConverter.h.

CKernel* m_kernel [protected]

kernel to be used

Definition at line 99 of file EmbeddingConverter.h.

int32_t m_target_dim [protected]

target dim of dimensionality reduction preprocessor

Definition at line 93 of file EmbeddingConverter.h.

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

• EmbeddingConverter.h
• EmbeddingConverter.cpp