1.
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.
$\begin{array}{|c|l|}\hline \text{Transaction\_ID} & \text{Items} \\ \hline \text{T1} & \text{HotDogs, Buns, Ketchup} \\ \text{T2} & \text{HotDogs, Buns} \\ \text{T3} & \text{HotDogs, Coke, Chips} \\ \text{T4} & \text{Chips, Coke} \\ \text{T5} & \text{Chips, Ketchup} \\ \text{T6} & \text{HotDogs, Coke, Chips} \\ \hline \end{array}$
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