DocumentCode
2145269
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
fYear
2010
fDate
14-16 Aug. 2010
Firstpage
749
Lastpage
751
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;
fLanguage
English
Publisher
ieee
Conference_Titel
Granular Computing (GrC), 2010 IEEE International Conference on
Conference_Location
San Jose, CA
Print_ISBN
978-1-4244-7964-1
Type
conf
DOI
10.1109/GrC.2010.88
Filename
5576064
Link To Document