An improved validity index is proposed in this paper

which is based on previous indices.This improved index

defined by the ratio of separation measure and compactness measure

not only contains the information of data membership degree and data structure

but also shows the character of data distribution.Experiments results prove that the improved index can make a correct partition of datasets.Compared with other indexes

it is relatively more effective.