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Abstract Rough sets theory was first introduced by pawalak in the 1980 s and it was been applied in many applications such as machine learning knowledge discovery and expert systems rough set theory is useful for domains where data collected are imprecise and or incomplete about the domain objects it provides powerful tools for data analysis and data mining from imprecise and ambiguous data. |