Abstract QSAR methods are widely applied in the drug discovery process, both hit?to?lead and lead optimization phase, as well drug-approval process. Most algorithms limited to using molecules input disregard pharmacophores or pharmacophoric features entirely. However, due high level of abstraction, pharmacophore representations provide some advantageous properties for building quantitative SAR ...