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Given a binary-class classification problem in which the class labels are binary, the dimension of feature is d, and each attribute can take k different values. Please provide the numbers of parameters to be estimated with AND without the simplifying assumption. Please explain your answer. Briefly justify why the simplifying assumption is necessary.

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