Abstract: Decision Tree Algorithm in univariate tests caused large-scale, complex rules that are difficult to understand. Based on the rough sets theory of attributes reduction, the core of condition attributions and the Weighted roughness Of condition attributions

Key words: Multivariate decision tree, Rough sets, Relative core of attributes,Weighted roughness