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Brief Outline

  1. generate candidates of size k = 1

    1. create 1 itemset for each regular item

    2. create event items and itemsets for them

  2. count support of candidate itemsets of size k = 1

  3. add itemsets with support above minimum to frequent itemsets of size k list

  4. generate candidates of size k = 2

  5. count support of candidate itemsets of size k

  6. add itemsets with support above minimum to frequent itemsets of size k list

  7. generate candidates of size k + 1

  8. continue repeating steps 5, 6, and 7 until no more candidates can be generated

  9. generate association rules from frequent itemsets



Keith A. Pray 2003-06-17