Data Warehousing and Data Mining - Old Questions

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3. Give any two types of association rules with example. Trace the results of using the Apriori algorithm on the grocery store example with support threshold 2 and confidence threshold 60 %. Show the candidate and frequent itemsets for each database scan. Enumerate all the final frequent itemsets. Also indicate the association rules that are generated.

Transaction_IDItems
T1HotDogs, Buns, Ketchup
T2HotDogs, Buns
T3HotDogs, Coke, Chips
T4Chips, Coke
T5Chips, Ketchup
T6HotDogs, Coke, Chips
10 marks
Asked in 2075

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