Abstract: A new dominance relation with parameters dominance relation is defined by means of similarity degree of attributes set-value on the set-valued information systems, and its properties are investigated; Two kinds of dominance relations are compared, the precision of classification can improve as long as a reasonable threshold value is set, thereby improve the data prediction, accuracy of classification.