Finally, in the first three iterations for the prospectively analysed dataset (part II), Rgroup-only versions of all of the above representations were also used in addition to the complete ligand ones described above. In these representations, features that were impossible to calculate for all ligands in the library given the much smaller structures, like parts of the GETAWAY fingerprint, were dropped from the respective representations.