Fast nonparametric classification based on data depth

Tatjana Lange, Karl Mosler, Pavlo Mozharovskyi

A new procedure, called DDa-procedure, is developed to solve the problem of classifying d-dimensional objects into q >= 2 classes. The procedure is completely nonparametric; it use…