Question: A classification analysis on a dataset D, where each record is a member of one of K=5 classes, involves the use of LDA for modeling.

A classification analysis on a dataset D, where each record is a member of one of K=5 classes, involves the use of LDA for modeling. Please outline the assumptions that LDA makes regarding the probability distribution of the features of D. Specifically, what is the form of the likelihood function fk(x) for a given class k?

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