Question: Question 1 Association rules and sequential patterns. [40 points) The following is an example of customer purchase transaction data set. TID Date Items Purchased 101

Question 1 Association rules and sequential patterns. [40 points) The following is an example of customer purchase transaction data set. TID Date Items Purchased 101 01/01/2001 Cheese, Wine, Bread 102 01/02/2001 Bread, Water, Milk 103 01/03/2001 Milk, Cheese, Magazine, Wine, Bread 104 01/03/2001 Cheese, Wine, Bread, Milk 105 01/04/2001 Milk, Bread a) Suppose that you have been asked to mine using a minimum support of 40%, find the frequent item sets within these transactions b) Using a minimum confidence of 0.8. generate the association rules. How many rules are strong? c) What are trade-offs to consider while selecting a minimum support threshold value? **Please Don't make abbreviation for items name

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