Abstract: Under the base on analyzing the traditional methods of the minimal decision rules in Rough Set Theory, defines the concept of the decision dependability and proposes a novel algorithm of obtaining the ＂optimal＂ decision rules as many as possible from the

Key words: Rough set theory, Decision rule, Condition attribute, Decision dependability