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PATTERN-RECOGNITION-10CS664--->View question

What Is a Bayesian Network, and How Does It Relate to AI?

What Is a Bayesian Network, and How Does It Relate to AI?



Asked On2022-06-24 12:16:28 by:Kunal-Haryani

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A Bayesian network is a representation of a joint probability distribution of a set of random variables with a possible mutual causal relationship. The network consists of nodes representing the random variables, edges between pairs of nodes representing the causal relationship of these nodes, and a conditional probability distribution in each of the nodes. The main objective of the method is to model the posterior conditional probability distribution of outcome (often causal) variable(s) after observing new evidence. Bayesian networks may be constructed either manually with knowledge of the underlying domain, or automatically from a large dataset by appropriate software. 

Answerd on:2022-06-24 Answerd By:Kunal-Haryani

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