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Support vector classifier based on principal component analysis

โœ Scribed by Chunhong, Zheng; Licheng, Jiao; Yongzhao, Li


Book ID
122168671
Publisher
Elsevier Science
Year
2008
Weight
192 KB
Volume
19
Category
Article
ISSN
1004-4132

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Robust principal components regression b
โœ M.H. Zhang; Q.S. Xu; D.L. Massart ๐Ÿ“‚ Article ๐Ÿ“… 2003 ๐Ÿ› Elsevier Science ๐ŸŒ English โš– 438 KB

A robust method called robust principal components regression based on principal sensitivity vectors (RPPSV) is developed for outlier detection in regression. The method is evaluated by its outlier detection ability and the root mean square error of prediction (RMSEP) for a test set using simulated