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- generate candidates of size k = 1
- create 1 itemset for each regular item
- create event items and itemsets for them
- count support of candidate itemsets of size k = 1
- add itemsets with support above minimum to frequent itemsets of
size k list
- generate candidates of size k = 2
- count support of candidate itemsets of size k
- add itemsets with support above minimum to frequent itemsets of
size k list
- generate candidates of size k + 1
- continue repeating steps 5, 6, and 7 until no more candidates can be
generated
- generate association rules from frequent itemsets
Keith A. Pray
2003-06-17