Classification techniques: Quadratic discriminant analysis in context

Betreuer: Bertold Bongardt

Quadratic discriminant analysis and is a statistic method for classification tasks with relations to Fisher's linear discriminant analysis, Gaussian mixture models, and Bayes' classifiers. In scope of the Seminar at IRP, the functionality of QDA shall be worked out and its interconnections with other methods shall be illustrated -- using principal arguments and numerical examples.
The document "Linear and Quadratic Discriminant Analysis: Tutorial" by Ghojogh, Crowley (2019) can be considered as a good starting point for a literature review.