Synthetic Datasets

The Rotundity dataset consists of 10 spherical clusters with varying densities, including both points markedly deviating from cluster centers and marginally deviating cluster edge points. The Islands dataset contains two spherical clusters connected by multiple bridges, an arbitrarily shaped cluster, a crescent-shaped cluster, and an isolated cluster surrounded by a ring with a bridge. The Alphabet dataset includes six letter clusters connected by multiple bridges, a large ring, and a small spherical cluster.