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Find all of the strong association rules

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Reference no: EM13517720

All answers must be computer generated (including text and diagrams).

The hand-in version must include a header page (or with sufficient space) indicating: student name, course number and assignment number.

Question 1 : The transactions are presented in the table. Let min sup =3 and min conf = 80%.

TID items bought
T1 I1,I1,I2,I3,I4, I5, I6
T2 I7, I2, I3, I4, I5, I6
T3 I1, I8, I4, I5
T4 I1, I9, I10, I4, I6
T5 I10, I2, I2, I4, I 5

(a) Use an Apriori algorithm to find all frequent itemsets.

(b) Use an FP-growth algorithm to find all frequent itemsets.

(c) Find all of the strong association rules. Provide support, c onfidence, and lift for all the rule. Provide the reasons why the rules you selected are interesting.

Reference no: EM13517720

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