Question: The Apriori algorithm uses a hash tree data structure to effrciently count the support of candidate itemsets. Consider the hash tree for candidate 3-itemsets shown

The Apriori algorithm uses a hash tree data structure to effrciently count the support of candidate itemsets. Consider the hash tree for candidate 3-itemsets shown in Figure

(a) Given a transaction that contains items {1,3,4,5,8}, which of the hash tree leaf nodes will be visited when fi.nding the candidates of the transaction? (b) Use the visited leaf nodes in part (b) to determine the candidate itemsets that are contained in the transaction {1,3,4,5,8}.

The Apriori algorithm uses a hash tree data structure to effrciently count

1,4,7 1,4,7 3,6,9 1,4,7 3,6,9 2,5,8 1,4,7 3,6,9 2,5,8 (346) 356) (367) (678) 2,5,8 L11 L1 L5 L6 ?7 ?12 f145) (178 1,4,7 /2,5,8 (246 (258)1379(689) (278 (289) 3,6,9 ?2 ?3 ?4 (127 125 1459) (457) (158) (456) 458) (789)

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