Prediction of Physicochemical Parameters by Atomic Contributions
Scott A. Wildman, Gordon M. Crippen · Journal of Chemical Information and Computer Sciences · 1999
We present a new atom type classification system for use in atom-based calculation of partition coefficient (log P ) and molar refractivity (MR) designed in part to address published concerns of previous atomic methods. The 68 atomic contributions to log P have been determined by fitting an extensive training set of 9920 molecules, with r 2 = 0.918 and σ = 0.677. A separate set of 3412 molecules was used for the determination of contributions to MR with r 2 = 0.997 and σ = 1.43. Both calculations are shown to have high predictive ability.