aima.core.probability.bayes.impl

Class FullCPTNode

java.lang.Object

aima.core.probability.bayes.impl.AbstractNode

aima.core.probability.bayes.impl.FullCPTNode

All Implemented Interfaces:

DiscreteNode, FiniteNode, Node

public class FullCPTNode
extends AbstractNode
implements FiniteNode

Default implementation of the FiniteNode interface that uses a fully specified Conditional Probability Table to represent the Node's conditional distribution.

Author:

Ciaran O'Reilly

Constructor Summary

Constructors

Constructor and Description
FullCPTNode(RandomVariable var, double[] distribution)
FullCPTNode(RandomVariable var, double[] values, Node... parents)

Method Summary

Modifier and Type	Method and Description
ConditionalProbabilityDistribution	getCPD()
ConditionalProbabilityTable	getCPT()

Methods inherited from class aima.core.probability.bayes.impl.AbstractNode

addChild, equals, getChildren, getMarkovBlanket, getParents, getRandomVariable, hashCode, isRoot, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface aima.core.probability.bayes.Node

getChildren, getMarkovBlanket, getParents, getRandomVariable, isRoot

Constructor Detail

FullCPTNode

public FullCPTNode(RandomVariable var,
                   double[] distribution)

FullCPTNode

public FullCPTNode(RandomVariable var,
                   double[] values,
                   Node... parents)

Method Detail

getCPD

public ConditionalProbabilityDistribution getCPD()

Specified by:

getCPD in interface Node

Specified by:

getCPD in class AbstractNode

Returns:

the Conditional Probability Distribution associated with this Node.

getCPT

public ConditionalProbabilityTable getCPT()

Specified by:

getCPT in interface FiniteNode

Returns:

the Conditional Probability Table detailing the finite set of probabilities for this Node.