Calculations were run on the 8 protein structures of the validation set. Our scoring function (Equation 1) was used, with detection at two different thresholds. Residues were considered as positives (catalytic or functional) if their MDev value was superior to the threshold value. Performances are expressed with respect to the whole set. aValues correspond to measure F1 for MDev1 and F2 for MDev2.