Utilising the wealth of our large dataset, we would like to emphasise an important point here which is often ignored in the literature. First of all, the range of ∆∆G exp values affects the prediction accuracy. The Pearson's correlation coefficient is bound to be low for ligand pairs with experimental relative free energy differences less than 1 kcal/mol as evident from the data in