In the pharmaceutical industry, the use of appropriately selected comp
ound subsets plays an important role in enhancing the information retu
rn in areas such as low-throughput biological screening, combinatorial
synthesis, and compound acquisition. Cluster-based selection methods
have been employed and have proven useful in accomplishing this task.