Question: Consider an example of a Bayesian belief network on a CS student getting placement in an MNC company. Event are { Admission to BE (
Consider an example of a Bayesian belief network on a CS student getting placement in an MNC company. Event are Admission to BEABE Completion of BECBE 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 preconditions and their connection suitably. Also mention prior proabality or conditional probability for each node.
b Write the equation for joint proability PSJ GPI, SLI, CGPA,CBE ABE
c Write probability estimation equations for unconditional using chain rule on the aboveconstructed network.
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