MATHEMATICAL CONCEPTS

• A within-class scatter defines the scatter of samples around their respective means and a between-class scatter defines this scatter around the global mean

• The overall scatter is obtained as the sum of the within-class scatter and the between-class scatter

• Optimizing criterion used to obtain the transforms is a combination of within-class scatter, between-class scatter and the overall scatter.