在中医药临床个体化诊疗信息平台的基础上,使用中医证型的辨证相关因素,利用信息增益算法进行辨证属性选择,并分别采用朴素贝叶斯和强属性集贝叶斯网络算法建立了中医冠心病临床证型诊断模型。实验结果表明该分类算法在中医冠心病临床诊断模型中具有良好的分类性能。
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.