Module es.upm.fi.cig.multictbnc

Package es.upm.fi.cig.multictbnc.learning.structure.constraintlearning.PC

Class HITONPC

java.lang.Object

es.upm.fi.cig.multictbnc.learning.structure.constraintlearning.PC.PC

es.upm.fi.cig.multictbnc.learning.structure.constraintlearning.PC.HITONPC

All Implemented Interfaces:

StructureLearningAlgorithm

public class HITONPC
extends PC

Implementation of the HITON-PC algorithm.

Constructor Summary

Constructors

Constructor	Description
HITONPC(double significance)	Constructor that initialises the HITON-PC algorithm by proving the significance level used.

Method Summary

Modifier and Type	Method	Description
void	learn(PGM<? extends Node> pgm, List<Integer> idxNodes)	Learns the local structure of certain nodes of a PGM.

Methods inherited from class es.upm.fi.cig.multictbnc.learning.structure.constraintlearning.PC.PC

buildCompleteStructure, getEdgesPGM, getIdentifier, getParametersAlgorithm, learn, learn, learnSkeleton, orientRemainingUndirectedEdges

Methods inherited from class java.lang.Object

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

Constructor Details

HITONPC

public HITONPC(double significance)

Constructor that initialises the HITON-PC algorithm by proving the significance level used.

Parameters:

significance - significance level

Method Details

learn

public void learn(PGM<? extends Node> pgm,
 List<Integer> idxNodes)
           throws ErroneousValueException

Description copied from interface: StructureLearningAlgorithm

Learns the local structure of certain nodes of a PGM.

Specified by:

learn in interface StructureLearningAlgorithm

Overrides:

learn in class PC

Parameters:

pgm - a probabilistic graphical model

idxNodes - node indexes

Throws:

ErroneousValueException - if a parameter provided is invalid for the requested task