(Solved): Given the following transaction database from a supermarket: Transaction ID Transaction Items 1 Appl ...

Given the following transaction database from a supermarket: Transaction ID Transaction Items 1 Apple, Orange, Cereal, Sweet 2 Apple, Ice cream, Cereal, Sweet 3 Apple, Eggs, Cereal, Pepper 4 Eggs 5 Apple, Ice cream, Cereal, Pepper, Sweet a. What are the frequent itemsets after running Apriori algorithm on the above transaction database with a minimum support of 65%? (3 marks) b. List ALL association rules generated from frequent itemsets found in 1(a). (4 marks) c. If minimum confidence is 80%, which association rule found in 1(b) is strong? Calculate the lift for each of these strong rule. (8 marks) Question 2 (15 marks) en the following transaction database from a supermarket: a. What are the frequent itemsets after running Apriori algorithm on the above transaction database with a minimum support of \( 65 \% \) ? (3 marks) b. List ALL association rules generated from frequent itemsets found in 1(a). c. If minimum confidence is \( 80 \% \), which association rule found in 1 (b) is strong? Calculate the lift for each of these strong rule. (8 marks)