lio.probdistributions.bitchain
Class MultivariateModel

java.lang.Object
  lio.probdistributions.Network
      lio.probdistributions.bitchain.MultivariateModel

public class MultivariateModel
extends Network

Field Summary

Fields inherited from class lio.probdistributions.Network

laplace, numNodes

Constructor Summary

MultivariateModel()

MultivariateModel(int numNodes)

Method Summary

int[][]	getData()
double	getProbability(int X, Individual configuration)
void	learnCPT() Learn conditional probability tables from the data in population according with structure in the graph
static void	main(java.lang.String[] args)
void	setData(Individual[] individuals)
void	setData(int[][] data)

Methods inherited from class lio.probdistributions.Network

addLink, existsLink, getChildren, getNumNodes, getParents, getTopologicalOrder, hasCycle, isLaplace, makeCycle, removeLink, setLaplace, setNumNodes

Methods inherited from class java.lang.Object

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

Constructor Detail

MultivariateModel

public MultivariateModel()

MultivariateModel

public MultivariateModel(int numNodes)

Parameters:

numNodes -

Method Detail

learnCPT

public void learnCPT()

Description copied from class: Network

Learn conditional probability tables from the data in population according with structure in the graph

Specified by:

learnCPT in class Network

getProbability

public double getProbability(int X,
                             Individual configuration)

Specified by:

getProbability in class Network

Parameters:

X - variable whom conditional probability is requested

configuration - values for all variables

Returns:

probability for variable X given its parents from values of each variable taken from configuration

getData

public int[][] getData()

Returns:

Returns the data.

setData

public void setData(int[][] data)

Parameters:

data - The data to set.

main

public static void main(java.lang.String[] args)

setData

public void setData(Individual[] individuals)

Specified by:

setData in class Network