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  • 标题:An Intelligent Heart Disease Prediction System Using K-Means Clustering and Naïve Bayes Algorithm
  • 本地全文:下载
  • 作者:Rucha Shinde ; Sandhya Arjun ; Priyanka Patil
  • 期刊名称:International Journal of Computer Science and Information Technologies
  • 电子版ISSN:0975-9646
  • 出版年度:2015
  • 卷号:6
  • 期号:1
  • 页码:637-639
  • 出版社:TechScience Publications
  • 摘要:Nowadays people work on computers for hours and hours they don’t have time to take care of themselves. Due to hectic schedules and consumption of junk food it affects the health of people and mainly heart. So to we are implementing an heart disease prediction system using data mining technique Naïve Bayes and k-means clustering algorithm. It is the combination of both the algorithms. This paper gives an overview for the same. It helps in predicting the heart disease using various attributes and it predicts the output as in the prediction form. For grouping of various attributes it uses k-means algorithm and for predicting it uses naïve bayes algorithm
  • 关键词:Data mining; Comma separated files; naïve;bayes; k-means algorithm; heart disease.
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