Pipe failure rate prediction in water distribution networks using multivariate adaptive regression splines and random forest techniques

Abstract

This paper presents the results of a comparison between multivariate adaptive regression splines (MARS) and random forest (RF) techniques in pipe failure prediction in two water distribution networks. In this regard, pipe diameter, pipe length, pipe insta