Furthermore, to understand the chemistry of generated compounds, we examined it by visual inspection, using DRD2 compounds as an example. From each cluster the centroid structure of each cluster was selected as a representative, and the structure which has the highest pXC50 value was selected as the highest-scoring structure of its cluster.