sligthly different parameter settings (maximum radius for selecting points to the training set = 4 times the 0.99-quantile of the length of vectors from $N(\mathbf{0},\mathbf{I})$, maximum number of points in the training set = $20 D$, probability of improvement as the surrogate selection criterion)