文章基本信息

标题：An efficient Optimization method for Data Classification
本地全文：下载
作者：Suman Mishra ; Prateek Gupta
期刊名称：International Journal of Advanced Computer Research
印刷版ISSN：2249-7277
电子版ISSN：2277-7970
出版年度：2014
卷号：4
期号：14
页码：383-388
出版社：Association of Computer Communication Education for National Triumph (ACCENT)
摘要：Data mining play an important role in the process of data filtering and categorization. In this paper we have used data mining as a process filter technique by calculating the support value considering two datasets name Ljubljana and Wisconsin. Then we apply optimization technique in our case we use Ant Colony Optimization (ACO) technique to find the highest threshold with several possible iterations. Our negative and positive association based classification shows the effectiveness of our approach.
关键词：Association Rule Mining; Positive Association; Negative Association; Optimization.