Improved Design of Quadratic Discriminant Analysis Classifier in Unbalanced Settings

Amine Bejaoui, Khalil Elkhalil, Abla Kammoun +2

The use of quadratic discriminant analysis (QDA) or its regularized version (R-QDA) for classification is often not recommended, due to its well-acknowledged high sensitivity to th…