文章基本信息

标题：GWSVM Algorithm for a Grid System
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作者：P.Vishvapathi ; Dr.S.Ramachandram ; Dr.A.Govardhan 等
期刊名称：International Journal of Computer Science and Information Technologies
电子版ISSN：0975-9646
出版年度：2014
卷号：5
期号：5
页码：6871-6876
出版社：TechScience Publications
摘要：This paper focuses on distributed data mining algorithm that we propose GWSVM (Grid Weighted Support Vector Machine) algorithm for our grid based system. In this we proposed a regression model based on weighted SVM for analytics purpose. Weighted SVM based regression model can predict the future out comes also based on present data. We test our algorithm on our collected dataset and compare our results with SVM based model and Decision tree. GWSVM performs better compare with SVM based model. We focus on the data mining aspects of IMR (infant mortality rate) and MMR (maternal mortality rate) related to grid based health care system. The paper discusses the importance of health care center and grid computing. The main objective is to reduce the number of deaths related to child and women thereby meeting the Millenium Development Goals.
关键词：Distributed data mining; Grid; SVM; WSVM;IMR; MDGs and MMR