A more complex scaffold is linked to only a single parent scaffold that is selected from all possible parent scaffolds representing substructures of the child following a set of chemical rules. These take characteristics of the parent scaffolds into account like hetero atom count, size, and frequency in the studied dataset. This last aspect makes the approach datasetdependent, which can lead to problems in classification tasks.