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Notes on Rough Set Approximations and Associated Measures 被引量:1

Notes on Rough Set Approximations and Associated Measures
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摘要 We review and compare two definitions of rough set approximations.One is defined by a pair of sets in the universe and the other by a pair of sets in the quotient universe.The latter definition,although less studied,is semantically superior for interpreting rule induction and is closely related to granularity switching in granular computing.Numerical measures about the accuracy and quality of approximations are examined.Several semantics difficulties are commented. We review and compare two definitions of rough set approximations.One is defined by a pair of sets in the universe and the other by a pair of sets in the quotient universe.The latter definition,although less studied,is semantically superior for interpreting rule induction and is closely related to granularity switching in granular computing.Numerical measures about the accuracy and quality of approximations are examined.Several semantics difficulties are commented.
作者 YAO Yiyu
出处 《浙江海洋学院学报(自然科学版)》 CAS 2010年第5期399-410,共12页 Journal of Zhejiang Ocean University(Natural Science Edition)
关键词 Accuracy measures GRANULARITY Rough set approximations ROUGHNESS Accuracy measures Granularity Rough set approximations Roughness
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