Question

Bayesian networks allow compact specification of _____________
A. Joint probability distributions
B. Propositional Logic statements
C. Belief
D. Conditional independence

Answer 1

Answer:

D) Conditional Independence

Answer 2

Bayesian Network allow compact specification of Joint probability distributions.

Answer: Option A

Explanation:

Bayesian networks are networks that usually allow the specification of compactness in distributions based on joint probability. They are modern systems which preferably uses probabilistic graphical model. The concept of direct acyclic based graphs is used.  

The graphical edges in network can be represented on behalf of conditional type probability. In order to inputs, each and every node should be associated with probability function. It is mainly used for solving uncertainty based problems by using the help of influence diagrams.