Fig. 1: Cluster analysis pipeline.

DBOpt is initialized with broad hyperparameter selections, the parameter space is explored, and the parameters identifying clusters with maximum DBCV score are selected for clustering. Following DBOpt, cluster analysis is performed and DBCV scores are reported.