By the research of discernibility matrix in rough sets, the extended class feature matrices are presented.A mining algorithm for concise decision rules based on rough set theory is proposed.

• 摘要研究粗糙集理论中可辨识矩阵，扩展了类别特征矩阵，提出一种基于粗糙集理论的最简决策规则算法。