Module es.upm.fi.cig.multictbnc

Package es.upm.fi.cig.multictbnc.learning.structure.constraints

Class AbstractStructureConstraints

java.lang.Object

es.upm.fi.cig.multictbnc.learning.structure.constraints.AbstractStructureConstraints

All Implemented Interfaces:

StructureConstraints

Direct Known Subclasses:

DAG, Digraph, EmptyBN, MaxKCTBNC, NaiveBayes

public abstract class AbstractStructureConstraints
extends Object
implements StructureConstraints

Contains common attributes and methods for classes that determine the structure constraints of PFG.

Constructor Summary

Constructors

Constructor	Description
AbstractStructureConstraints()

Method Summary

Modifier and Type	Method	Description
void	initialiseStructure(PGM<? extends Node> pgm)	The structure of the PGM is initialised.
boolean	uniqueStructure()	Determines if there is only one possible structure.

Methods inherited from class java.lang.Object

clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

Methods inherited from interface es.upm.fi.cig.multictbnc.learning.structure.constraints.StructureConstraints

isStructureLegal

Constructor Details

AbstractStructureConstraints

public AbstractStructureConstraints()

Method Details

initialiseStructure

public void initialiseStructure(PGM<? extends Node> pgm)

Description copied from interface: StructureConstraints

The structure of the PGM is initialised. This method is necessary for models such as naive Bayes.

Specified by:

initialiseStructure in interface StructureConstraints

Parameters:

pgm - probabilistic graphical model

uniqueStructure

public boolean uniqueStructure()

Description copied from interface: StructureConstraints

Determines if there is only one possible structure. This is the case of models such as naive Bayes, for which it is not necessary to find a structure.

Specified by:

uniqueStructure in interface StructureConstraints

Returns:

true if there is only one possible structure, false otherwise