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Further Improvement of the Apriori Method

  • Major computational challenges
    • Multiple scans of transaction database
    • Huge number of candidates
    • Tedious workload of support counting for candidates
  • Improving Apriori: general ideas
    • Reduce passes of transaction database scans
    • Shrink number of candidates
    • Facilitate support counting of candidates

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