When the goal is to recapitulate a bioactive conformer, the optimal choice of filtering threshold is strongly related to what RMSD value is used to determine a sufficiently close match (Figure ). When performing pharmacophore search, more stringent thresholds are required and are especially important when smaller ensembles are used (Figure ).