Definition 1. The significance of a rule: R1 is more significant than R2 if and only if either (1) conf (R1) > conf (R2) or (2) conf (R1) = conf (R2) but sup(R1) > sup(R2) or (3) R1 has fewer attributes in its left hand side than R2 ◇