12 Oct easoning whenever possible. (50 points)
Q. 1. Consider the market basket transactions. When answering the below questions, provide reasoning whenever possible. (50 points)
(a) What is the maximum number of association rules that can be extracted from this data (including rules that have zero support)?
(b) What is the maximum size of frequent itemsets that can be extracted (assuming minsup > 0)?
(c) Write an expression for the maximum number of size-3 itemsets that can be derived from this data set.
(d) Find an itemset (of size 2 or larger) that has the largest support.
(e) Find a pair of items, a and b, such that the rules and
have the same confidence.
Q. 2. What is Anomaly Detection? Describe in detail the characteristics of the Anomaly Detection Problems. Also, describe in detail the characteristics of Anomaly Detection Methods. (50 points)
When referring to other articles, you need to cite using the format given here (either APA or MLA):
Table with details (Picture) is attached in the word doc. Do check the attached file
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