2 papers
stat.AP2014
Classifying real-world data with the -procedure
Pavlo Mozharovskyi, Karl Mosler, Tatjana Lange
The -classifier, a nonparametric fast and very robust procedure, is described and applied to fifty classification problems regarding a broad spectrum of real-world data. The p…
stat.ML2012
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…