Finally the new methods are used to reduce the cleveland heart disease database from the uci repository of machine learning databases . the experiment results show that the new methods can obtain the better attribute reductions more effectively and efficiently 实例分析表明,文章提供的算法能够以较大的概率和较高的效率获得较优的属性约简,具有良好的效果。