Consistent Regression using Data-Dependent Coverings

Vincent Margot, Jean-Patrick Baudry, Frédéric Guilloux +1

In this paper, we introduce a novel method to generate interpretable regression function estimators. The idea is based on called data-dependent coverings. The aim is to extract fro…