Learning a peptide-protein binding affinity predictor with kernel ridge regression

Sébastien Giguère, Mario Marchand, François Laviolette +2

We propose a specialized string kernel for small bio-molecules, peptides and pseudo-sequences of binding interfaces. The kernel incorporates physico-chemical properties of amino ac…