A combination system for prediction of Chinese Materia Medica properties
Identifying and explaining the property of Chinese Materia Medica (CMM) is an important and urgent mission in recent CMM researches.In the present work,we built a combination system for predicting the cold/hot property of CMM based on chemical material basis.A novel strategy,weight center treatment,was used to solve the problem that the chemical description was unable to be applied to CMM.As the results of prediction,the accuracy of 83.3% and 81.0% for the training and the test set,respectively,indicates that this system is a useful tool to predict the property of unidentified folk herbs and foreign herbs.It will characterize these herbs with traditional Chinese medicine properties so as to design new CMM formulas for better therapeutics.Moreover,we found some interesting explanation about the property of CMM based on chemical information by using the selected descriptors.It will give new insight into the CMM property from the standpoint of chemistry.
Predicition system Chinese Materia Medica Support vector machine
Wei Long Peixun Liu Jian Xiang Xin Pi Junshuai Zhang Zhongmei Zou
Institute of Radiation Medicine, Peking Union Medical College, Chinese Academic of Medical Sciences, Institute of Radiation Medicine, Peking Union Medical College, Chinese Academic of Medical Sciences, Institute of Medical Plant Development, Peking Union Medical College, Chinese Academic of Medical Sc
国际会议
南京
英文
1-12
2012-05-13（万方平台首次上网日期，不代表论文的发表时间）