Abstract: In this paper, the incomplete information system in which unknown attributes values are considered as the coexisting of do not care and lost conditions. In this kind of incomplete information system, a new kind of binary relation based on relative degree

Key words: Incomplete information system, Set pair analysis, Relative degree, Rough sets, Decision matrix