Problem 5. (10 points) Suppose the items are numbered 1 to 10, and each basket is constructed by including item i with probability 1/i, each decision being made independently of all other decisions. That is, all the baskets contain item 1, half contain item 2, a third contain item 3, and so on. Assume the number of baskets is sufficiently large that the baskets collectively behave as one would expect statistically. Let the support threshold be 18 of the baskets. (a) Find the frequent itemsets. (b) Prove that in this data there are no interesting association rules, i.e., the interest of every association rule is 0. Problem 5. (10 points) Suppose the items are numbered 1 to 10, and each basket is constructed by including item i with probability 1/i, each decision being made independently of all other decisions. That is, all the baskets contain item 1, half contain item 2, a third contain item 3, and so on. Assume the number of baskets is sufficiently large that the baskets collectively behave as one would expect statistically. Let the support threshold be 18 of the baskets. (a) Find the frequent itemsets. (b) Prove that in this data there are no interesting association rules, i.e., the interest of every association rule is 0