Title :
Classification and Discrimination for Traditional Chinese Medicine´s Nature Based on PLS-DA
Author :
Nie, Bin ; Jianqiang Du ; Xu, Guoliang ; Yu, Riyue ; Wang, Zhuo ; Liu, Hongning ; Li, Bingtao
Author_Institution :
Sch. of Comput., Jiang Xi Univ. of Traditional Chinese Med., Nanchang, China
Abstract :
In the paper, put forward Classification and discrimination for Traditional Chinese Medicine´ Nature (TCMN) based on partial least squares-discriminant analysis (PLS-DA). The method was proved to be feasible and effective after tested with 6 type warm nature´s herbs, 6 type cold nature´s herbs.
Keywords :
least squares approximations; medicine; pattern classification; PLS-DA; least square discriminant analysis; nature herb; traditional Chinese medicine nature; Data models; Laboratories; Medical diagnostic imaging; Metabolomics; Mice; Nuclear magnetic resonance; Classification; Discrimination; PLS-DA; data normalization; traditional Chinese medicine(TCM);
Conference_Titel :
Information Technology and Applications (IFITA), 2010 International Forum on
Conference_Location :
Kunming
Print_ISBN :
978-1-4244-7621-3
Electronic_ISBN :
978-1-4244-7622-0
DOI :
10.1109/IFITA.2010.188
