CLibSVMMultiClass Class Reference

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Detailed Description

class LibSVMMultiClass

Definition at line 22 of file LibSVMMultiClass.h.

Inheritance diagram for CLibSVMMultiClass:

List of all members.

Public Member Functions
	CLibSVMMultiClass (LIBSVM_SOLVER_TYPE st=LIBSVM_C_SVC)
	CLibSVMMultiClass (float64_t C, CKernel *k, CLabels *lab)
virtual	~CLibSVMMultiClass ()
virtual bool	train (CFeatures *data=NULL)
virtual EClassifierType	get_classifier_type ()
virtual const char *	get_name () const
Protected Attributes
svm_problem	problem
svm_parameter	param
struct svm_model *	model
LIBSVM_SOLVER_TYPE	solver_type

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Constructor & Destructor Documentation

CLibSVMMultiClass

(

LIBSVM_SOLVER_TYPE

st = LIBSVM_C_SVC

)

default constructor

Definition at line 16 of file LibSVMMultiClass.cpp.

CLibSVMMultiClass	(	float64_t	C,
		CKernel *	k,
		CLabels *	lab
	)

constructor

Parameters:

	C	constant C
	k	kernel
	lab	labels

Definition at line 21 of file LibSVMMultiClass.cpp.

~CLibSVMMultiClass

(

)

[virtual]

Definition at line 26 of file LibSVMMultiClass.cpp.

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Member Function Documentation

virtual EClassifierType get_classifier_type

(

)

[virtual]

get classifier type

Returns:

classifier type LIBSVMMULTICLASS

Reimplemented from CClassifier.

Definition at line 51 of file LibSVMMultiClass.h.

virtual const char* get_name

(

void

)

const [virtual]

Returns:

object name

Reimplemented from CSVM.

Definition at line 54 of file LibSVMMultiClass.h.

bool train

(

CFeatures *

data = NULL

)

[virtual]

train multiclass SVM classifier

Parameters:

data

training data (parameter can be avoided if distance or kernel-based classifiers are used and distance/kernels are initialized with train data)

Returns:

whether training was successful

Reimplemented from CClassifier.

Definition at line 31 of file LibSVMMultiClass.cpp.

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Member Data Documentation

struct svm_model* model [protected]

SVM model

Definition at line 63 of file LibSVMMultiClass.h.

svm_parameter param [protected]

SVM parameter

Definition at line 60 of file LibSVMMultiClass.h.

svm_problem problem [protected]

SVM problem

Definition at line 58 of file LibSVMMultiClass.h.

LIBSVM_SOLVER_TYPE solver_type [protected]

solver type

Reimplemented from CClassifier.

Definition at line 66 of file LibSVMMultiClass.h.

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

• LibSVMMultiClass.h
• LibSVMMultiClass.cpp