OC-Water Partition Coefficient log Koc

kNN

K-Nearest Neighbors Ansatz

k-Nearest Neighbors model to predict the OC-Water Partition Coefficient (log Koc)

k-nearest-neighbors model based on the Jaccard metric in the space of atom-centered fragment (ACF) counts

Basic dataset: EPA (2014) EPI Suite curated by Mansouri et al.

655 chemicals

A leave-one-out cross-validation was performed to evaluate the developed model.