Course Solutions Uncategorized (Solved) : Given Following Transaction Records Table Transaction Records Transaction Id Items 1 Apple Q32681630 . . . .

(Solved) : Given Following Transaction Records Table Transaction Records Transaction Id Items 1 Apple Q32681630 . . . .

 

Given the following transaction records (table),

Transaction Records

Transaction ID

Items

#1

apple, banana, coca-cola, doughnut

#2

banana, coco-cola

#3

banana, doughnut

#4

apple, coca-cola

#5

apple, banana, doughnut

#6

apple, banana, coca-cola

1. Build the FP-tree using a minimum support minsup =2. Show howthe tree evolves for each transaction.

2. Use the FP-Growth algorithm to discover frequent itemsetsfrom the FP-tree.

3. Suppose that {BCE} is a frequent item set, find all itsassociation rules with minimum confidence 70%.

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