Question 3 Consider the following item set: {Eggs, Tea, Instant noodles, biscuits, bread, rice, mineral water} These items were purchased in various combinations during shopping trips. The combinations of purchases are shown in the transactional database below: Transaction 1: Eggs, Tea, Instant noodles Transaction 2: Eggs, Tea, biscuits Transaction 3: Instant noodles, mineral water, rice, eggs Transaction 4: Biscuits, mineral water, instant noodles De Transaction 5: Bread, rice, eggs, instant noodles PAS MA Create three association rules, and calculate the confidence and support measures for each association rule (15 marks). Highlight the strongest association rule using the lift indicator (5 marks) Question 3 Consider the following item set: {Eggs, Tea, Instant noodles, biscuits, bread, rice, mineral water} These items were purchased in various combinations during shopping trips. The combinations of purchases are shown in the transactional database below: Transaction 1: Eggs, Tea, Instant noodles Transaction 2: Eggs, Tea, biscuits Transaction 3: Instant noodles, mineral water, rice, eggs Transaction 4: Biscuits, mineral water, instant noodles De Transaction 5: Bread, rice, eggs, instant noodles PAS MA Create three association rules, and calculate the confidence and support measures for each association rule (15 marks). Highlight the strongest association rule using the lift indicator