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Weighted test error (in kcal/mol) plotted against the number of fitted parameters, where the parameters are obtained after application of the RANSAC procedure to the training set, as described in the text. The independent test set results show a minimum at the best 14-parameter functional, which is selected to define the ωB97M(2) double hybrid functional.
