Geometrical descriptors representing the occurrences of atom-type pairs in protein–ligand interaction sites. (A) Descriptor distributions in the training and test sets. (B) Importance of descriptors in RF-Score, according to the increase in mean square error of predictions (%IncMSE) caused by permuting each descriptor.