Package tools.mdsd.probdist.api.entity

Class ConditionalProbabilityDistribution

java.lang.Object

tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction<CategoricalValue>

tools.mdsd.probdist.api.entity.ConditionalProbabilityDistribution

All Implemented Interfaces:

Conditionable<CategoricalValue>, ConditionableProbabilityDistribution<CategoricalValue>, ProbabilityMeasure<CategoricalValue>, Sampler<CategoricalValue>, ISeedable

public class ConditionalProbabilityDistribution
extends ProbabilityDistributionFunction<CategoricalValue>
implements ConditionableProbabilityDistribution<CategoricalValue>

Nested Class Summary

Nested classes/interfaces inherited from interface tools.mdsd.probdist.api.entity.Conditionable

Conditionable.Conditional<I extends Value<?>>

Field Summary

Fields inherited from class tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction

distSkeleton, initialized

Constructor Summary

Constructors

Constructor	Description
ConditionalProbabilityDistribution(ProbabilityDistribution distribution, TabularCPD tabularCPD, IProbabilityDistributionFactory<CategoricalValue> probabilityDistributionFactory)

Method Summary

Modifier and Type	Method	Description
ConditionalProbabilityDistribution	given(List<Conditionable.Conditional<CategoricalValue>> conditionals)
void	init(Optional<ISeedProvider> seedProvider)
Double	probability(CategoricalValue value)
CategoricalValue	sample()

Methods inherited from class tools.mdsd.probdist.api.entity.ProbabilityDistributionFunction

getDistributionSkeleton

Methods inherited from class java.lang.Object

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

Constructor Details

ConditionalProbabilityDistribution

public ConditionalProbabilityDistribution(ProbabilityDistribution distribution,
 TabularCPD tabularCPD,
 IProbabilityDistributionFactory<CategoricalValue> probabilityDistributionFactory)

Method Details

probability

public Double probability(CategoricalValue value)

Specified by:

probability in interface ProbabilityMeasure<CategoricalValue>

init

public void init(Optional<ISeedProvider> seedProvider)

Specified by:

init in interface ISeedable

sample

public CategoricalValue sample()

Specified by:

sample in interface Sampler<CategoricalValue>

given

public ConditionalProbabilityDistribution given(List<Conditionable.Conditional<CategoricalValue>> conditionals)

Specified by:

given in interface Conditionable<CategoricalValue>