CSVMSGD Class Reference

Inheritance diagram for CSVMSGD:

[legend]

List of all members.

Public Member Functions
	CSVMSGD (float64_t C)
	CSVMSGD (float64_t C, CSparseFeatures< float64_t > *traindat, CLabels *trainlab)
	~CSVMSGD ()
virtual EClassifierType	get_classifier_type ()
virtual bool	train ()
void	set_C (float64_t c1, float64_t c2)
float64_t	get_C1 ()
float64_t	get_C2 ()
void	set_epochs (int32_t e)
int32_t	get_epochs ()
void	set_bias_enabled (bool enable_bias)
bool	get_bias_enabled ()
void	set_regularized_bias_enabled (bool enable_bias)
bool	get_regularized_bias_enabled ()
Protected Member Functions
void	calibrate ()

---

Detailed Description

class SVMSGD

Definition at line 31 of file SVMSGD.h.

---

Constructor & Destructor Documentation

CSVMSGD::CSVMSGD

(

float64_t

C

)

constructor

Parameters:

C

constant C

Definition at line 102 of file SVMSGD.cpp.

CSVMSGD::CSVMSGD	(	float64_t	C,
		CSparseFeatures< float64_t > *	traindat,
		CLabels *	trainlab
	)

constructor

Parameters:

	C	constant C
	traindat	training features
	trainlab	labels for training features

Definition at line 109 of file SVMSGD.cpp.

CSVMSGD::~CSVMSGD

(

)

Definition at line 119 of file SVMSGD.cpp.

---

Member Function Documentation

void CSVMSGD::calibrate

(

)

[protected]

calibrate

Definition at line 203 of file SVMSGD.cpp.

bool CSVMSGD::get_bias_enabled

(

)

check if bias is enabled

Returns:

if bias is enabled

Definition at line 105 of file SVMSGD.h.

float64_t CSVMSGD::get_C1

(

)

get C1

Returns:

C1

Definition at line 75 of file SVMSGD.h.

float64_t CSVMSGD::get_C2

(

)

get C2

Returns:

C2

Definition at line 81 of file SVMSGD.h.

virtual EClassifierType CSVMSGD::get_classifier_type

(

)

[virtual]

get classifier type

Returns:

classifier type SVMOCAS

Reimplemented from CClassifier.

Definition at line 56 of file SVMSGD.h.

int32_t CSVMSGD::get_epochs

(

)

get epochs

Returns:

the number of training epochs

Definition at line 93 of file SVMSGD.h.

bool CSVMSGD::get_regularized_bias_enabled

(

)

check if regularized bias is enabled

Returns:

if regularized bias is enabled

Definition at line 117 of file SVMSGD.h.

void CSVMSGD::set_bias_enabled

(

bool

enable_bias

)

set if bias shall be enabled

Parameters:

enable_bias

if bias shall be enabled

Definition at line 99 of file SVMSGD.h.

void CSVMSGD::set_C	(	float64_t	c1,
		float64_t	c2
	)

set C

Parameters:

	c1	new C1
	c2	new C2

Definition at line 69 of file SVMSGD.h.

void CSVMSGD::set_epochs

(

int32_t

e

)

set epochs

Parameters:

e

new number of training epochs

Definition at line 87 of file SVMSGD.h.

void CSVMSGD::set_regularized_bias_enabled

(

bool

enable_bias

)

set if regularized bias shall be enabled

Parameters:

enable_bias

if regularized bias shall be enabled

Definition at line 111 of file SVMSGD.h.

bool CSVMSGD::train

(

)

[virtual]

train SVM

Returns:

true if training was successful

Reimplemented from CClassifier.

Definition at line 125 of file SVMSGD.cpp.

---

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

• SVMSGD.h
• SVMSGD.cpp