Theory of Dependence Values

摘要

A new model to evaluate dependencies in data mining problems is presented and discussed. The well-known concept of the association rule is replaced by the new definition of dependence Value, which is a single real number uniquely associated with a given itemset. Knowledge of Dependence values is sufficient to describe all the dependencies characterizing a given data Mining problem.