As mentioned in the introduction, one of the DREAM 5 challenges dealt with the prediction of the reactivity of peptides to bind intravenous immunoglobulin (IVIg) antibodies. The challenge organizers made available a dataset that comprises sequences of peptides, which either bind IVIg antibodies with high affinity/avidity or not.