Fuzzy V-Measure - An Evaluation Method for Cluster Analyses of Ambiguous Data

This paper discusses an extension of the V-measure (Rosenberg and Hirschberg, 2007), an entropy-based cluster evaluation metric. While the original work focused on evaluating hard clusterings, we introduce the Fuzzy V-measure which can be used on data that is inherently ambiguous... (read more)

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