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Chinese Traditional Medical Clinical Diagnosis for Coronary Heart Disease Based on Bayes Classification
贝叶斯分类算法在冠心病中医临床证型诊断中的应用*

Keywords: Naive Bayes,Bayesian Networks,Data Mining,Chinese Traditional Medical Diagnose,Coronary Heart Disease
朴素贝叶斯
,贝叶斯网络,数据挖掘,中医诊疗,冠心病

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Abstract:

Based on Bayesian network which uses enhanced field sets and naive Bayes respectively, the paper studies the construetion of chinese traditional medical clinical diagnosis model for coronary heart disease, and gain information algorithm is used to choose the fields used for the two models. The experimental data are selected from the electronic patient information database,and the experimental results show that naive Bayes and Bayesian network have better classification capability in Chinese traditional medical clinical diagnosis model.

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