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Pulse graph characteristics analysis and classification of sub health state  期刊论文 会议论文  

  • 编号:
    90dcbca4-4782-4d45-bb08-a14c84810679
  • 作者:
  • 作者单位:
    (1) Shanghai Univ. of Traditional Chinese Med., Shanghai, China
  • 语种:
    英文
  • 会议名称:
    Proceedings of the 2012 International Symposium on Information Technology in Medicine and Education (ITME 2012)
  • 会议地点:
    Hokodate, Hokkaido, Japan
  • 收录:
  • 摘要:

    Objective: To study on sub health state pulse graph classification characteristics and data mining classification method. Method: 1275 cases were divided into health and sub-health groups through health assessment by 鈥渉ealth assessment questionnaire鈥?H20.V2009), another 121 disease cases in the control group; classifying the sub-health pulse graph characteristics by using nai篓ve Bayes, support vector machine, decision tree, neural network data mining algorithm methods according to the pulse diagram parameter evaluation. Result: Decision tree algorithm total classification results on health pulse graph for62%, on sub health pulse graph total classification results for81.1%, on disease pulse graph total classification result is 49.1%, the decision tree algorithm of pulse graph total classification results for the 72%, better than the other algorithms. Decision tree algorithm is more suitable for different health states of the pulse index classification research. Conclusion: Decision tree algorithm was the effect optimal method in data mining on health, sub-health, disease pulse graph classification, data mining method facilitated the classification of pulse graph health, sub health and disease.

  • 推荐引用方式
    GB/T 7714:
    Jiatuo Xu (1),Liping Tu (1),Yimin Bao (1), et al. Pulse graph characteristics analysis and classification of sub health state [J].Proceedings of the 2012 International Symposium on Information Technology in Medicine and Education (ITME 2012),2012:677-681.
  • APA:
    Jiatuo Xu (1),Liping Tu (1),Yimin Bao (1),Qingguang Chen (1),&Zhifeng Zhang (1).(2012).Pulse graph characteristics analysis and classification of sub health state .Proceedings of the 2012 International Symposium on Information Technology in Medicine and Education (ITME 2012):677-681.
  • MLA:
    Jiatuo Xu (1), et al. "Pulse graph characteristics analysis and classification of sub health state" .Proceedings of the 2012 International Symposium on Information Technology in Medicine and Education (ITME 2012)(2012):677-681.
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