聚类算法有效性验证工具设计与实现

随着数据挖掘技术的发展,聚类算法也越来越多.数据挖掘对聚类算法有某些典型要求,如何验证聚类算法是否满足这些要求已成为一个需要解决的问题.由于实际样本集很难获得,且很多无法用来进行聚类算法的测试,因此设计并实现了一个工具,讨论用构造的样本集对加载的聚类算法进行评测,并对聚类结果进行展示.

THE TOOL FOR VERIFYING CLUSTERING ALGORITHM:DESIGN AND IMPLEMENTATION

There are more and more clustering algorithms along with the development of data mining technology.How to verify whether or not a clustering algorithm is satisfied with certain of typical demands which data mining required has become one problem to be dealt with.However it's difficult to acquire the real sample sets,and many of them can't be used to test the clustering algorithms,so in the paper we designed and implemented a tool and discussed to evaluate the clustering algorithm loaded with the constructed...