Title :
Classification and Discrimination Based on RS-PLS-DA
Author :
Nie, Bin ; Du, Jianqiang ; Yu, Riyue ; Liu, Hongning ; Xu, Guoliang ; Wang, Zhuo
Author_Institution :
Sch. of Comput., Jiang Xi Univ. of Traditional Chinese Med., Nanchang, China
Abstract :
In the paper, put forward classification and discrimination based on rough sets-partial least squares-discriminant analysis (RS-PLS-DA). The method was proved to be feasible and effective after tested with a complication of diabetes database.
Keywords :
biology computing; database management systems; least squares approximations; pattern classification; rough set theory; RS-PLS-DA; diabetes database; discrimination; pattern classification; rough sets-partial least squares-discriminant analysis; Classification algorithms; Correlation; Databases; Diabetes; Kidney; Predictive models; Rough sets; Classification; PLS-DA; discrimination; rough sets;
Conference_Titel :
Granular Computing (GrC), 2010 IEEE International Conference on
Conference_Location :
San Jose, CA
Print_ISBN :
978-1-4244-7964-1
DOI :
10.1109/GrC.2010.88
