Figure 10From: Machine learning applied to simulations of collisions between rotating, differentiated planetsAccretion efficiency residuals of the XGB model. The \(r^{2}\)-score alone is insufficient to assess the performance of a regressor. The distribution of residuals for each post-impact property is an important consideration. Residuals for all post-impact properties and models are available in Additional file 1Back to article page