Marginal Likelihood (cont.)
In general networks, the marginal likelihood has the form:
N(..) are the counts from the data
?(..) are the hyperparameters for each family given G
Dirichlet Marginal Likelihood
For the sequence of values of Xi when
Xi’s parents have a particular value