RPCA: A Novel Preprocessing Method for PCA

Table 1

Centroids and standard deviations of classes in different variables.

Class	Class centroids	Standard deviations	No. of points
1	(0.547, 0728, 0.424, 0.492, 0561)	(0.054, 0.044, 0.071, 0.288, 0.302)	100
2	(0.299, 0.585, 0.318, 0.555, 0.455)	(0.061, 0.044, 0.069, 0.269, 0.274)	100
3	(0.422, 0.452, 0.636, 0.520, 0.536)	(0.055, 0.050, 0.075, 0.263, 0.274)	100