CLibSVMOneClass Class Reference

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Detailed Description

class LibSVMOneClass

Definition at line 23 of file LibSVMOneClass.h.

Inheritance diagram for CLibSVMOneClass:

List of all members.

Public Member Functions
	CLibSVMOneClass ()
	CLibSVMOneClass (float64_t C, CKernel *k)
virtual	~CLibSVMOneClass ()
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

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Constructor & Destructor Documentation

CLibSVMOneClass

(

)

default constructor

Definition at line 17 of file LibSVMOneClass.cpp.

CLibSVMOneClass	(	float64_t	C,
		CKernel *	k
	)

constructor

Parameters:

	C	constant C
	k	kernel

Definition at line 22 of file LibSVMOneClass.cpp.

~CLibSVMOneClass

(

)

[virtual]

Definition at line 27 of file LibSVMOneClass.cpp.

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Member Function Documentation

virtual EClassifierType get_classifier_type

(

)

[virtual]

get classifier type

Returns:

classifier type LIBSVMONECLASS

Reimplemented from CClassifier.

Definition at line 51 of file LibSVMOneClass.h.

virtual const char* get_name

(

void

)

const [virtual]

Returns:

object name

Reimplemented from CSVM.

Definition at line 54 of file LibSVMOneClass.h.

bool train

(

CFeatures *

data = NULL

)

[virtual]

train SVM

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 32 of file LibSVMOneClass.cpp.

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Member Data Documentation

struct svm_model* model [protected]

SVM model

Definition at line 63 of file LibSVMOneClass.h.

svm_parameter param [protected]

SVM parameter

Definition at line 60 of file LibSVMOneClass.h.

svm_problem problem [protected]

SVM problem

Definition at line 58 of file LibSVMOneClass.h.

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

• LibSVMOneClass.h
• LibSVMOneClass.cpp