MetaTOC stay on top of your field, easily

A path-based boosting algorithm for exploring transition metal compounds

, , ,

Statistical Modelling: An International Journal

Published online on

Abstract

Statistical Modelling, Ahead of Print.
Motivated by the analysis of chemical metal compounds and their properties for catalysis, we developed a gradient boosting model that explores graph structures to perform prediction tasks. Taking advantage of the iterative nature of boosting, our novel ...