CCauchyKernel Class Reference

---

Detailed Description

Cauchy kernel.

Formally described as

Definition at line 35 of file CauchyKernel.h.

Inheritance diagram for CCauchyKernel:

List of all members.

Public Member Functions
	CCauchyKernel ()
	CCauchyKernel (int32_t cache, float64_t sigma, CDistance *dist)
	CCauchyKernel (CFeatures *l, CFeatures *r, float64_t sigma, CDistance *dist)
virtual bool	init (CFeatures *l, CFeatures *r)
virtual EKernelType	get_kernel_type ()
virtual EFeatureType	get_feature_type ()
virtual EFeatureClass	get_feature_class ()
virtual const char *	get_name () const
virtual	~CCauchyKernel ()
Protected Member Functions
virtual float64_t	compute (int32_t idx_a, int32_t idx_b)
Protected Attributes
CDistance *	m_distance
	distance to be used
float64_t	m_sigma
	sigma parameter of kernel

---

Constructor & Destructor Documentation

CCauchyKernel

(

)

default constructor

Definition at line 16 of file CauchyKernel.cpp.

CCauchyKernel	(	int32_t	cache,
		float64_t	sigma,
		CDistance *	dist
	)

constructor

Parameters:

	cache	size of cache
	sigma	kernel parameter sigma
	dist	distance to be used

Definition at line 21 of file CauchyKernel.cpp.

CCauchyKernel	(	CFeatures *	l,
		CFeatures *	r,
		float64_t	sigma,
		CDistance *	dist
	)

constructor

Parameters:

	l	features left-side
	r	features right-side
	sigma	kernel parameter sigma
	dist	distance to be used

Definition at line 29 of file CauchyKernel.cpp.

~CCauchyKernel

(

)

[virtual]

Definition at line 38 of file CauchyKernel.cpp.

---

Member Function Documentation

float64_t compute	(	int32_t	idx_a,
		int32_t	idx_b
	)			[protected, virtual]

compute kernel for specific feature vectors corresponding to [idx_a] of left-side and [idx_b] of right-side

Parameters:

	idx_a	left-side index
	idx_b	right-side index

Returns:

kernel value

Implements CKernel.

Definition at line 58 of file CauchyKernel.cpp.

virtual EFeatureClass get_feature_class

(

)

[virtual]

Returns:

class of features

Implements CKernel.

Definition at line 76 of file CauchyKernel.h.

virtual EFeatureType get_feature_type

(

)

[virtual]

Returns:

type of features

Implements CKernel.

Definition at line 71 of file CauchyKernel.h.

virtual EKernelType get_kernel_type

(

)

[virtual]

Returns:

kernel type

Implements CKernel.

Definition at line 66 of file CauchyKernel.h.

virtual const char* get_name

(

void

)

const [virtual]

Returns:

name of kernel

Implements CSGObject.

Definition at line 81 of file CauchyKernel.h.

bool init	(	CFeatures *	l,
		CFeatures *	r
	)			[virtual]

initialize kernel with features

Parameters:

	l	features left-side
	r	features right-side

Returns:

true if successful

Reimplemented from CKernel.

Definition at line 44 of file CauchyKernel.cpp.

---

Member Data Documentation

CDistance* m_distance [protected]

distance to be used

Definition at line 103 of file CauchyKernel.h.

float64_t m_sigma [protected]

sigma parameter of kernel

Definition at line 106 of file CauchyKernel.h.

---

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

• CauchyKernel.h
• CauchyKernel.cpp