Research of an Algorithm for Generating Decision Trees Based on Knowledge Dependency
Mingfeng Ye · Computer Engineering and Science · 2008
This paper studies the methods of processing massive data with data mining techniques,and proposes an attribute reduction method based on knowledge dependency with the rough set theory,which can quickly and effectively find the attributes that really affect decisions.In addition,the paper puts forth an algorithm for generating decision trees based on knowledge dependency,which features high prediction precision and easy computation.