[474] 3. Consider an example of a Bayesian belief network on a CS student getting placement...
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[474] 3. Consider an example of a Bayesian belief network on a CS student getting placement in an MNC company. Event are {Admission to BE(A_BE), Completion of BE(C_BE), Good CGPA (CGPA), Short Listed for Interview (SLI), Good Performance in Interview (GPI), Selected for Job (SJ)} a. Construct the Bayesian belief network with above nodes and related edges. Each node representing an event and connection between nodes represents the dependency between nodes. Show suitable pre-conditions and their connection suitably. Also mention prior proabality or conditional probability for each node. Write the equation for joint proability P(SJ, GPI, SLI, CGPA,C_BE, A_BE) b. c. Write probability estimation equations for unconditional P(SJ) using chain rule on the above-constructed network. [474] 3. Consider an example of a Bayesian belief network on a CS student getting placement in an MNC company. Event are {Admission to BE(A_BE), Completion of BE(C_BE), Good CGPA (CGPA), Short Listed for Interview (SLI), Good Performance in Interview (GPI), Selected for Job (SJ)} a. Construct the Bayesian belief network with above nodes and related edges. Each node representing an event and connection between nodes represents the dependency between nodes. Show suitable pre-conditions and their connection suitably. Also mention prior proabality or conditional probability for each node. Write the equation for joint proability P(SJ, GPI, SLI, CGPA,C_BE, A_BE) b. c. Write probability estimation equations for unconditional P(SJ) using chain rule on the above-constructed network.
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Related Book For
Microeconomics
ISBN: 978-0321866349
14th canadian Edition
Authors: Christopher T.S. Ragan, Richard G Lipsey
Posted Date:
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