Bayesian Networks — Independencies and I-maps
In two former articles, we looked at both how we can represent Bayesian Networks in a compact form by using factorization and different reasoning patterns. In this article, we will take a look at independencies and I-maps in Bayesian Networks.
Independencies in Bayesian Networks
We will once more consider the example from the former article once more, which is given by: