CDiffusionMaps Class Reference

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Detailed Description

CDiffusionMaps used to preprocess given data using diffusion maps dimensionality reduction technique.

Definition at line 28 of file DiffusionMaps.h.

Inheritance diagram for CDiffusionMaps:

List of all members.

Public Member Functions
	CDiffusionMaps ()
virtual	~CDiffusionMaps ()
virtual CFeatures *	apply (CFeatures *features)
virtual CSimpleFeatures < float64_t > *	embed_kernel (CKernel *kernel)
void	set_t (int32_t t)
int32_t	get_t () const
virtual const char *	get_name () const
Protected Member Functions
void	init ()
Protected Attributes
int32_t	m_t

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Constructor & Destructor Documentation

CDiffusionMaps

(

)

constructor

Definition at line 24 of file DiffusionMaps.cpp.

~CDiffusionMaps

(

)

[virtual]

destructor

Definition at line 37 of file DiffusionMaps.cpp.

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Member Function Documentation

CFeatures * apply

(

CFeatures *

features

)

[virtual]

apply preprocessor to features

Parameters:

features

Implements CEmbeddingConverter.

Definition at line 56 of file DiffusionMaps.cpp.

CSimpleFeatures< float64_t > * embed_kernel

(

CKernel *

kernel

)

[virtual]

embed kernel

Parameters:

kernel

to use for embedding

Returns:

embedding simple features

Definition at line 70 of file DiffusionMaps.cpp.

const char * get_name

(

)

const [virtual]

get name

Reimplemented from CEmbeddingConverter.

Definition at line 51 of file DiffusionMaps.cpp.

int32_t get_t

(

)

const

getter for t parameter

Returns:

t value

Definition at line 46 of file DiffusionMaps.cpp.

void init

(

)

[protected]

default init

Reimplemented from CEmbeddingConverter.

Definition at line 32 of file DiffusionMaps.cpp.

void set_t

(

int32_t

t

)

setter for t parameter

Parameters:

t

t value

Definition at line 41 of file DiffusionMaps.cpp.

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Member Data Documentation

int32_t m_t [protected]

number of steps

Definition at line 70 of file DiffusionMaps.h.

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

• DiffusionMaps.h
• DiffusionMaps.cpp