Discovery, analysis, and presentation of strong rules

Abstract

Introduces the measure LEVERAGE which is the simplest function which satisfies his principles for rule-interest functions (0 if the variables are statistically independent; monotonically increasing if the variables occur more often together; monotonically decreasing if one of the variables alone occurs more often).