CMPDSVM Class Reference

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Detailed Description

class MPDSVM

Definition at line 20 of file MPDSVM.h.

Inheritance diagram for CMPDSVM:

List of all members.

Public Member Functions
	CMPDSVM ()
	CMPDSVM (float64_t C, CKernel *k, CLabels *lab)
virtual	~CMPDSVM ()
virtual EClassifierType	get_classifier_type ()
virtual const char *	get_name () const
Protected Member Functions
virtual bool	train_machine (CFeatures *data=NULL)
float64_t	compute_H (int32_t i, int32_t j)
KERNELCACHE_ELEM *	lock_kernel_row (int32_t i)
void	unlock_kernel_row (int32_t i)
Protected Attributes
CCache< KERNELCACHE_ELEM > *	kernel_cache

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Constructor & Destructor Documentation

CMPDSVM

(

)

default constructor

Definition at line 18 of file MPDSVM.cpp.

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

constructor

Parameters:

C	constant C
k	kernel
lab	labels

Definition at line 23 of file MPDSVM.cpp.

~CMPDSVM

(

)

[virtual]

Definition at line 28 of file MPDSVM.cpp.

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Member Function Documentation

float64_t compute_H	(	int32_t	i,
		int32_t	j
	)		[protected]

compute H

Parameters:

i	index of H
j	index of H

Returns:

computed H at index i,j

Definition at line 61 of file MPDSVM.h.

virtual EClassifierType get_classifier_type

(

)

[virtual]

get classifier type

Returns:

classifier type MPD

Reimplemented from CMachine.

Definition at line 39 of file MPDSVM.h.

virtual const char* get_name

(

)

const [virtual]

Returns:

object name

Reimplemented from CSVM.

Definition at line 42 of file MPDSVM.h.

KERNELCACHE_ELEM* lock_kernel_row

(

int32_t

i

)

[protected]

lock kernel row

Parameters:

i	row to lock

Returns:

locked row

Definition at line 71 of file MPDSVM.h.

bool train_machine

(

CFeatures *

data = NULL

)

[protected, virtual]

train 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 CMachine.

Definition at line 32 of file MPDSVM.cpp.

void unlock_kernel_row

(

int32_t

i

)

[protected]

unlock kernel row

Parameters:

i	row to unlock

Definition at line 97 of file MPDSVM.h.

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Member Data Documentation

CCache<KERNELCACHE_ELEM>* kernel_cache [protected]

kernel cache

Definition at line 103 of file MPDSVM.h.

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

• MPDSVM.h
• MPDSVM.cpp