In this paper,a new supervised discretization algorithm named SHD is designed that makes the successive rule-extraction more suited to the field of continuous features learning.

• 为了让规则抽取算法能更好地适用于连续属性领域的问题，文章提出了一种有导师的连续属性离散化算法SHD，并将该算法扩展到多连续属性处理领域。