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Experimental Setting

  • Synthetic data set
    • Diagn an n x (n-1) table where ith row has integers from 1 to n except i. Each row is taken as an itemset. min_support is n/2.
  • Real data set
    • Replace: A program trace data set collected from the “replace” program, widely used in software engineering research
    • ALL: A popular gene expression data set, a clinical data on ALL-AML leukemia (www.broad.mit.edu/tools/data.html).
      • Each item is a column, representing the activitiy level of gene/protein in the same
      • Frequent pattern would reveal important correlation between gene expression patterns and disease outcomes

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