Matthew D. Wessel, Peter C. Jurs, John W. Tolan, and Steven M. Muskal.
Prediction of Human Intestinal Absorption of Drug Compounds from Molecular Structure, J. Chem. Inf. Comput. Sci., 1998, 38(4), 726-735A total of 86 drugs and their %HIA (Human Intestinal Absorption) values taken from the table given in the paper.
Compound "trovoflaxicin" was retrieved as "trovafloxacin", "acetylsalicylic acid" as "aspirin", and "phenoxymethylpenicillinic acid" as "penicillinv" from ChemIDplus. Fragment removed from "timolol maleate" during "wash". AMP file has a "Label" column indicating 9 compounds used as a "Cross-Validation Set" and 10 compounds used as an "External Prediction Set" by the authors. Rest of the compounds are labeled as "Training Set".