Consider a shop with the set of transactions shown in the table below. Assume that we wish to find the association rules
Posted: Thu Jul 14, 2022 2:17 pm
Consider a shop with the set of transactions shown in the table below. Assume that we wish to find the association rules with at least 30% support and 60% confidence. Using the Apriori algorithm, find the frequent item-sets and then the association rule(s) (12 Marks)
TID
ITEMS BOUGHT
1
B, M, T, Y
2
B, M
3
A, T, S, P
4
A, B, C, D
5
A, B
6
T, Y, E, M
7
A, B, M
8
B, C, D, T, P
9
D, T, S
10
A, B, M
TID
ITEMS BOUGHT
1
B, M, T, Y
2
B, M
3
A, T, S, P
4
A, B, C, D
5
A, B
6
T, Y, E, M
7
A, B, M
8
B, C, D, T, P
9
D, T, S
10
A, B, M