lio.probdistributions.bitchain
Class MultivariateMI_DN

java.lang.Object
  lio.probdistributions.bitchain.DependencyNetworkProbDistribution
      lio.probdistributions.bitchain.MultivariateMI_DN

All Implemented Interfaces:

LiOResource, ProbDistribution

public class MultivariateMI_DN
extends DependencyNetworkProbDistribution

Field Summary

Fields inherited from class lio.probdistributions.bitchain.DependencyNetworkProbDistribution

laplace, network

Constructor Summary

MultivariateMI_DN()

Method Summary

LiOResourceDefinition	getDefinition() Return a LiOResDescription object which holds the name and all parameters that describe the resource.
void	learn(Individual[] individuals) Learns a probability distribution from a set of data

Methods inherited from class lio.probdistributions.bitchain.DependencyNetworkProbDistribution

isLaplace, sample, setLaplace

Methods inherited from class java.lang.Object

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

Constructor Detail

MultivariateMI_DN

public MultivariateMI_DN()

Method Detail

learn

public void learn(Individual[] individuals)

Description copied from interface: ProbDistribution

Learns a probability distribution from a set of data

Parameters:

individuals - Set of individiduals from which de distribution is estimated.

getDefinition

public LiOResourceDefinition getDefinition()

Description copied from interface: LiOResource

Return a LiOResDescription object which holds the name and all parameters that describe the resource.

Returns:

A definition of the resource.