Question: A database has five transactions. Let min sup = 60% and min conf = 75%. TID Items-bought T100 C, E, E, K, M, M, M,
A database has five transactions. Let min sup = 60% and min conf = 75%.
| TID | Items-bought |
| T100 | C, E, E, K, M, M, M, N, N, O, Y, Y |
| T200 | C, C, D, D, D, E, E, K, O, O, Y |
| T300 | A, A, E, E, K, K, K, M, M, N, N, N |
| T400 | A, C, C, C, M, O, O, U, U, U, Y, Y |
| T500 | C, C, E, E, I, I, I, I, K, K, K, O |
(a) Find all frequent itemsets using Apriori method.
(b) List all of the strong association rules (with support s=60% and confidence c=75%) matching the following metarule, where X is a variable representing customers, and itemi denotes variables representing items (e.g., A, B, etc.):
buys(X; item1) and buys(X; item2) ) => buys(X; item3) [s; c]
For example, your solution may use the following format to show a strong association rule:
A C => K [support=0.8, confidence=1.0]
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