Before revision:  Aggregating our results by model dimensionality and experimental design size  , we identify combinations of methods that are most promising for the specific problem class . Additionally, we introduce a novel solver and basis adaptivity selection scheme guided by cross-validation error.
After revision:  Aggregating our results by model dimensionality and experimental design size , we introduce a novel solver and basis adaptivity selection scheme guided by cross-validation error.