In view of the shortcoming of Huarng and Yu’s ratio method, this paper presents a method of multi-scale ratios interval partitioning. Firstly, the sample data are classified based on the fuzzy C means clustering algorithm. Then, unequal-sized intervals are obtained based on average relative differences of various classes by calculating average relative difference every class. Finally, real examples show the effectiveness of the proposed interval partitioning method.