In one embodiment, a method includes receiving data associated with a cluster at a computer and processing the data at the computer to automatically generate a description of the cluster. The data includes cluster data comprising data within the cluster and non-cluster data comprising a remaining set of the data. The description comprises a minimal set of features that uniquely defines the cluster to differentiate the cluster data from non-cluster data. An apparatus and logic are also disclosed herein.