2 papers
math.ST2019
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…
stat.ML2018
Rule Induction Partitioning Estimator
Vincent Margot, Jean-Patrick Baudry, Frederic Guilloux +1
RIPE is a novel deterministic and easily understandable prediction algorithm developed for continuous and discrete ordered data. It infers a model, from a sample, to predict and to…