gum::StructuralComparator Class Reference

A class for comparing graphs based on their structures. More...

#include <structuralComparator.h>

Collaboration diagram for gum::StructuralComparator:

Public Member Functions
Constructors / Destructors
	StructuralComparator ()
	default constructor
	~StructuralComparator ()
	destructor
Accessors
void	compare (const DiGraph &ref, const DiGraph &test)
	compare two DiGraphs
void	compare (const UndiGraph &ref, const UndiGraph &test)
	compare two UndiGraphs
void	compare (const PDAG &ref, const PDAG &test)
	compare two PDAGs
template<typename GS1, typename GS2>
void	compare (const BayesNet< GS1 > &ref, const BayesNet< GS2 > &test)
	compare two BNs based on their DAG
template<typename GUM_SCALAR>
void	compare (const BayesNet< GUM_SCALAR > &ref, const PDAG &test)
	compare a PDAG with the essential graph of a reference BN
template<typename GUM_SCALAR>
void	compare (const PDAG &ref, const BayesNet< GUM_SCALAR > &test)
	compare the essential graph of a BN with a reference PDAG
double	precision_skeleton () const
	Measures for the skeleton, aka graph without orientations.
double	recall_skeleton () const
	compare two DiGraphs
double	f_score_skeleton () const
	compare two DiGraphs
double	precision () const
	Measures for the graphs.
double	recall () const
	compare two DiGraphs
double	f_score () const
	compare two DiGraphs

Private Attributes
double	_true_edge_
	Confusion matrix.
double	_true_arc_
double	_true_none_
double	_wrong_edge_arc_
double	_wrong_edge_none_
double	_wrong_arc_edge_
double	_wrong_arc_none_
double	_misoriented_arc_
double	_wrong_none_edge_
double	_wrong_none_arc_

Detailed Description

A class for comparing graphs based on their structures.

Definition at line 63 of file structuralComparator.h.

Constructor & Destructor Documentation

StructuralComparator()

gum::StructuralComparator::StructuralComparator

(

)

default constructor

~StructuralComparator()

gum::StructuralComparator::~StructuralComparator

(

)

destructor

Member Function Documentation

compare() [1/6]

template<typename GS1, typename GS2>

void gum::StructuralComparator::compare	(	const BayesNet< GS1 > &	ref,
		const BayesNet< GS2 > &	test )

compare two BNs based on their DAG

compare() [2/6]

template<typename GUM_SCALAR>

void gum::StructuralComparator::compare	(	const BayesNet< GUM_SCALAR > &	ref,
		const PDAG &	test )

compare a PDAG with the essential graph of a reference BN

compare() [3/6]

void gum::StructuralComparator::compare	(	const DiGraph &	ref,
		const DiGraph &	test )

compare two DiGraphs

compare() [4/6]

template<typename GUM_SCALAR>

void gum::StructuralComparator::compare	(	const PDAG &	ref,
		const BayesNet< GUM_SCALAR > &	test )

compare the essential graph of a BN with a reference PDAG

compare() [5/6]

void gum::StructuralComparator::compare	(	const PDAG &	ref,
		const PDAG &	test )

compare two PDAGs

compare() [6/6]

void gum::StructuralComparator::compare	(	const UndiGraph &	ref,
		const UndiGraph &	test )

compare two UndiGraphs

f_score()

double gum::StructuralComparator::f_score

(

)

const

compare two DiGraphs

f_score_skeleton()

double gum::StructuralComparator::f_score_skeleton

(

)

const

compare two DiGraphs

precision()

double gum::StructuralComparator::precision

(

)

const

Measures for the graphs.

precision_skeleton()

double gum::StructuralComparator::precision_skeleton

(

)

const

Measures for the skeleton, aka graph without orientations.

recall()

double gum::StructuralComparator::recall

(

)

const

compare two DiGraphs

recall_skeleton()

double gum::StructuralComparator::recall_skeleton

(

)

const

compare two DiGraphs

Member Data Documentation

_misoriented_arc_

double gum::StructuralComparator::_misoriented_arc_

private

Definition at line 128 of file structuralComparator.h.

_true_arc_

double gum::StructuralComparator::_true_arc_

private

Definition at line 126 of file structuralComparator.h.

_true_edge_

double gum::StructuralComparator::_true_edge_

private

Confusion matrix.

Definition at line 126 of file structuralComparator.h.

_true_none_

double gum::StructuralComparator::_true_none_

private

Definition at line 126 of file structuralComparator.h.

_wrong_arc_edge_

double gum::StructuralComparator::_wrong_arc_edge_

private

Definition at line 128 of file structuralComparator.h.

_wrong_arc_none_

double gum::StructuralComparator::_wrong_arc_none_

private

Definition at line 128 of file structuralComparator.h.

_wrong_edge_arc_

double gum::StructuralComparator::_wrong_edge_arc_

private

Definition at line 127 of file structuralComparator.h.

_wrong_edge_none_

double gum::StructuralComparator::_wrong_edge_none_

private

Definition at line 127 of file structuralComparator.h.

_wrong_none_arc_

double gum::StructuralComparator::_wrong_none_arc_

private

Definition at line 129 of file structuralComparator.h.

_wrong_none_edge_

double gum::StructuralComparator::_wrong_none_edge_

private

Definition at line 129 of file structuralComparator.h.

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

• agrum/BN/algorithms/structuralComparator.h