DCSI -- An improved measure of cluster separability based on separation and connectedness

Jana Gauss, Fabian Scheipl, Moritz Herrmann

Whether class labels in a given data set correspond to meaningful clusters is crucial for the evaluation of clustering algorithms using real-world data sets. This property can be q…