CScatterKernelNormalizer Class Reference

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Detailed Description

the scatter kernel normalizer

Definition at line 23 of file ScatterKernelNormalizer.h.

Inheritance diagram for CScatterKernelNormalizer:

List of all members.

Public Member Functions
	CScatterKernelNormalizer ()
	CScatterKernelNormalizer (float64_t const_diag, float64_t const_offdiag, CLabels *labels, CKernelNormalizer *normalizer=NULL)
virtual	~CScatterKernelNormalizer ()
virtual bool	init (CKernel *k)
int32_t	get_testing_class ()
void	set_testing_class (int32_t c)
virtual float64_t	normalize (float64_t value, int32_t idx_lhs, int32_t idx_rhs)
virtual float64_t	normalize_lhs (float64_t value, int32_t idx_lhs)
virtual float64_t	normalize_rhs (float64_t value, int32_t idx_rhs)
virtual const char *	get_name () const
Protected Attributes
float64_t	m_const_diag
float64_t	m_const_offdiag
CLabels *	m_labels
CKernelNormalizer *	m_normalizer
int32_t	m_testing_class

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Constructor & Destructor Documentation

CScatterKernelNormalizer

(

)

default constructor

Definition at line 28 of file ScatterKernelNormalizer.h.

CScatterKernelNormalizer	(	float64_t	const_diag,
		float64_t	const_offdiag,
		CLabels *	labels,
		CKernelNormalizer *	normalizer = NULL
	)

default constructor

Definition at line 35 of file ScatterKernelNormalizer.h.

virtual ~CScatterKernelNormalizer

(

)

[virtual]

default destructor

Definition at line 61 of file ScatterKernelNormalizer.h.

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Member Function Documentation

virtual const char* get_name

(

)

const [virtual]

Returns:

object name

Implements CSGObject.

Definition at line 139 of file ScatterKernelNormalizer.h.

int32_t get_testing_class

(

)

get testing class

Returns:

testing class (-1 disabled, 0...class otherwise)

Definition at line 79 of file ScatterKernelNormalizer.h.

virtual bool init

(

CKernel *

k

)

[virtual]

initialization of the normalizer

Parameters:

k

kernel

Implements CKernelNormalizer.

Definition at line 69 of file ScatterKernelNormalizer.h.

virtual float64_t normalize	(	float64_t	value,
		int32_t	idx_lhs,
		int32_t	idx_rhs
	)			[virtual]

normalize the kernel value

Parameters:

	value	kernel value
	idx_lhs	index of left hand side vector
	idx_rhs	index of right hand side vector

Implements CKernelNormalizer.

Definition at line 98 of file ScatterKernelNormalizer.h.

virtual float64_t normalize_lhs	(	float64_t	value,
		int32_t	idx_lhs
	)			[virtual]

normalize only the left hand side vector

Parameters:

	value	value of a component of the left hand side feature vector
	idx_lhs	index of left hand side vector

Implements CKernelNormalizer.

Definition at line 122 of file ScatterKernelNormalizer.h.

virtual float64_t normalize_rhs	(	float64_t	value,
		int32_t	idx_rhs
	)			[virtual]

normalize only the right hand side vector

Parameters:

	value	value of a component of the right hand side feature vector
	idx_rhs	index of right hand side vector

Implements CKernelNormalizer.

Definition at line 132 of file ScatterKernelNormalizer.h.

void set_testing_class

(

int32_t

c

)

set testing status

Parameters:

c

set class to test for

Definition at line 88 of file ScatterKernelNormalizer.h.

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Member Data Documentation

float64_t m_const_diag [protected]

factor to multiply to diagonal elements

Definition at line 170 of file ScatterKernelNormalizer.h.

float64_t m_const_offdiag [protected]

factor to multiply to off-diagonal elements

Definition at line 172 of file ScatterKernelNormalizer.h.

CLabels* m_labels [protected]

labels

Definition at line 175 of file ScatterKernelNormalizer.h.

CKernelNormalizer* m_normalizer [protected]

labels

Definition at line 178 of file ScatterKernelNormalizer.h.

int32_t m_testing_class [protected]

upon testing which class to test for

Definition at line 181 of file ScatterKernelNormalizer.h.

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

• ScatterKernelNormalizer.h