Large margin classifier with graph-based adaptive regularization

Vítor M. Hanriot, Turíbio T. Salis, Luiz C. B. Torres +2

This paper introduces the use of per-class regularization hyperparameters in Gabriel graph-based binary classifiers. We demonstrate how the quality index used for regularization be…