Question

Bayesian Network is a graphical model that efficiently encodes the joint probability distribution for a large set of variables is it true or false

Answer 1

Hey there!

Q. Bayesian Network is a graphical model that efficiently encodes the joint probability distribution for a large set of variables.

(a) True

(b) False

Answer : True

-- Bayesian Network (BN) is a graphical model or structures that efficiently encodes the joint probability distribution for a large set of variables or in other words, it is a type of graphical model which is used to represent the probabilistic relationship or conditional dependencies among a set of random variables.

-- It is also called Belief Networks or Bayes Nets.

Answer 2

The statement given in the question, that is, Bayesian Network is a graphical model that efficiently encodes the joint probability distribution for a large set of variables is:

True

A joint probability distribution is a collection of random variables that can be represented in terms of a Bayesian network with possible mutual causal relationship.