Abstract: Attribute reduction approaches at hand in variable precision rough set model are discussed, the shortages of reduct are found. Definitions of attribute reduction for preserving lower approximations, upper approximations, boundary regions and unpredictable

Key words: Variable precision rough set model, Attribute reduction,Boundary regions, Algorithm