节点文献
核心元素的特征及其在决策树生成中的应用
Characters of core and its applications to decision tree
【摘要】 利用粗糙集约简的辨识矩阵,给出属性是核心元素的充要条件为该属性是辨识矩阵中单元素集.利用上近似与下近似给出了判断是否核心元素的两个充分条件,指出利用核心元素简化决策树比用熵函数ID3方法简化的决策树更简单.
【Abstract】 The sufficient and necessary conditions of the core elements in attributes using reductions from the discernibility matrix of rough set is given. They are the sets with only a single element. Two sufficient conditions are obtained by lower and upper approximations. The results showing that the decision-tree by the core elements is simpler than that by the method ID3 with entropy function.
【基金】 973国家重大基金资助项目(2002CB312206)
- 【文献出处】 陕西师范大学学报(自然科学版) ,Journal of Shaanxi Normal University(Natural Science Edition) , 编辑部邮箱 ,2004年01期
- 【分类号】TP311.13
- 【被引频次】1
- 【下载频次】66