Initializer: Initialize a ClusterTree object
In Yam76/BayesNetBP: Bayesian Network Belief Propagation

Description Usage Arguments Details Value Author(s) References See Also Examples

Initialize a ClusterTree object

1	Initializer(dag, data, node.class, propagate = TRUE)

`dag`	a `graphNEL` object of the Bayesian network
`data`	a `data.frame` object
`node.class`	a named `vector` of `logical` values, `TRUE` if node is discrete, `FASLE` if otherwise
`propagate`	`logical` `TRUE` if the discrete part of the `ClusterTree` to be propagated

A wrapper function to initialize a ClusterTree object. It combines the functions of ClusterTreeCompile, LocalModelCompile, ElimTreeInitialize and Propagate, thus initialize the ClusterTree object in a single step.

ClusterTree object

Han Yu

Cowell, R. G. (2005). Local propagation in conditional Gaussian Bayesian networks. Journal of Machine Learning Research, 6(Sep), 1517-1550.

ClusterTreeCompile, LocalModelCompile, ElimTreeInitialize, Propagate

data(liver)
tree.init.p <- Initializer(dag=liver$dag, data=liver$data,
                           node.class=liver$node.class,
                           propagate = TRUE)