The 'bestglm' package drops the parameters, where 𝑐 . → 0. The algorithm iterates the sigmoidal fit using Equation n times until it finds the combination of descriptors in which the parameters have the smallest standard error. This feature selection process was performed separately for acids and bases because the descriptors have different behaviors for each type of molecule.