com.bayesserver.analysis

Class ClusterCount

java.lang.Object

com.bayesserver.analysis.ClusterCount

public final class ClusterCount
extends Object

Methods to determine the number of clusters (discrete states of a latent variable).

Method Summary

Modifier and Type	Method and Description
static ClusterCountOutput	detect(Network network, Variable cluster, List<Integer> clusterCounts, ClusterCountActions actions, ClusterCountOptions options) Determine the number of clusters (discrete states of a latent variable) using cross validation.

Methods inherited from class java.lang.Object

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

Method Detail

detect

public static ClusterCountOutput detect(Network network,
                                        Variable cluster,
                                        List<Integer> clusterCounts,
                                        ClusterCountActions actions,
                                        ClusterCountOptions options)

Determine the number of clusters (discrete states of a latent variable) using cross validation.

Parameters:

network - The Bayesian network.

cluster - The cluster (discrete latent variable) to test. Include 1 to test for no cluster variable.

clusterCounts - Different cluster counts to test.

actions - User supplied functions required during the calculation.

options - Options affecting how the tests are performed.

Returns:

The number of clusters, and supplementary information.