聚类算法组件构建的分析与研究

Analysis and Research of Clustering Algorithm Components' Construction

根据数据挖掘算法组件化思想,本文设计了一个组件化构建聚类算法的流程,对原有组件思想进行了完善,并借此对目前一些主要的聚类算法进行特性分析与对比,从而获得一个可供将来灵活构建算法的组件库。

Based on Data mining algorithm components theory,in this paper,we designed a flow of clustering algorithm components＇ construction,which can remedy the original theory.Using this flow to analyze some typical clustering algorithms,we can conclude a clustering algorithm component library.