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We study the theoretical misclassification probability of linear and quadratic classifiers and examine the performance of these classifiers under distributional variations in theory and using simulation. We derive expression for Bayes errors for some competing distributions from the same family under location shift. Résumé. Nousétudions les probabilités théoriques de malclassification de méthodes de classification linéaires et quadratiques. Ensuite, nous examinons les performance de cesdoi:10.16929/as/2016.943.85 fatcat:7atb66k7q5bvtjczjpap4bum6m