.The method's goal is to ensure
optimal class separability by transforming characteristics from a high-dimensional space
into a lower-dimensional space inwhichtheproportionofbetween-classvariation to within
class variance is maximized [31,32].Improved Linear Discriminant Analysis
Linear discriminant analysis is a method for simplifying classification problems in
supervised machine learning.3.2.