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

Detailed Description

A class for comparing graphs based on their structures.

Definition at line 47 of file structuralComparator.h.

Constructor & Destructor Documentation

StructuralComparator()

gum::StructuralComparator::StructuralComparator

(

)

default constructor

~StructuralComparator()

gum::StructuralComparator::~StructuralComparator

(

)

destructor

Member Function Documentation

compare() [1/6]

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

compare two DiGraphs

compare() [2/6]

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

compare two UndiGraphs

compare() [3/6]

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

compare two MixedGraphs

compare() [4/6]

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() [5/6]

template<typename GUM_SCALAR >

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

compare a MixedGraph with the essential graph of a reference BN

compare() [6/6]

template<typename GUM_SCALAR >

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

compare the essential graph of a BN with a reference MixedGraph

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 113 of file structuralComparator.h.

__true_arc

double gum::StructuralComparator::__true_arc

private

Definition at line 111 of file structuralComparator.h.

__true_edge

double gum::StructuralComparator::__true_edge

private

Confusion matrix.

Definition at line 111 of file structuralComparator.h.

__true_none

double gum::StructuralComparator::__true_none

private

Definition at line 111 of file structuralComparator.h.

__wrong_arc_edge

double gum::StructuralComparator::__wrong_arc_edge

private

Definition at line 113 of file structuralComparator.h.

__wrong_arc_none

double gum::StructuralComparator::__wrong_arc_none

private

Definition at line 113 of file structuralComparator.h.

__wrong_edge_arc

double gum::StructuralComparator::__wrong_edge_arc

private

Definition at line 112 of file structuralComparator.h.

__wrong_edge_none

double gum::StructuralComparator::__wrong_edge_none

private

Definition at line 112 of file structuralComparator.h.

__wrong_none_arc

double gum::StructuralComparator::__wrong_none_arc

private

Definition at line 114 of file structuralComparator.h.

__wrong_none_edge

double gum::StructuralComparator::__wrong_none_edge

private

Definition at line 114 of file structuralComparator.h.

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

• agrum/BN/algorithms/structuralComparator.h