The initial population is an important aspect of genetic algorithms, as these are the molecules that will be mutated. The distribution of correct scores, similar to the cosine similarity scores, drifts toward lower values when changing the top-k accuracy. Heavy atom count The number of heavy atoms in a molecule is proportional to the size of the chemical space that can be generated. The bigger the chemical space, the higher the uncertainty due to the expanding number of similar possibilities.