The algorithm of creating decision tree was given in this paper.The method of controlling overlap by overlap coefficient was proposed and it can overcome accumulating misclassification.

• 给出决策树的生成算法，提出了利用交叠系数来控制交叠，从而克服错分积累，提高分类准确率。