Title of article :
On the consistency properties of linear and quadratic discriminant analyses
Author/Authors :
Velilla، نويسنده , , Santiago and Hernلndez، نويسنده , , Adolfo، نويسنده ,
Issue Information :
دوفصلنامه با شماره پیاپی سال 2005
Abstract :
The limit behavior of the conditional probability of error of linear and quadratic discriminant analyses is studied under wide assumptions on the class conditional distributions. Results obtained may help to explain analytically the behavior in applications of linear and quadratic discrimination techniques.
Keywords :
Consistent sample discriminant rules , Inverse regression models , Plug-in sample discriminant rules , Bayes error , Conditional probability of misclassification
Journal title :
Journal of Multivariate Analysis
Journal title :
Journal of Multivariate Analysis
