Peter J. Rousseeuw

Fast linear model trees by PILOT

2024 · Machine Learning

Abstract Linear model trees are regression trees that incorporate linear models in the leaf nodes. This preserves the intuitive interpretation of decision trees and at the same time enables them to better capture linear relationships, …