Rough sets theory provides a good method for getting excellent decision rules set with the conduct of reduction from the decision table. This paper describes many evaluation metrics of decision rules, analyzes the properties for these evaluation metrics. Then it presents the evaluation metrics for rule set, which globally shows the properties of a rule set. And the evaluation system plays an important role for one try to choose the right decision rules in the research of rough set theory.
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