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ICDE
2012
IEEE

Evaluation of Clusterings - Metrics and Visual Support

7 years 2 months ago
Evaluation of Clusterings - Metrics and Visual Support
—When comparing clustering results, any evaluation metric breaks down the available information to a single number. However, a lot of evaluation metrics are around, that are not always concordant nor easily interpretable in judging the agreement of a pair of clusterings. Here, we provide a tool to visually support the assessment of clustering results in comparing multiple clusterings. Along the way, the suitability of a couple of clustering comparison measures can be judged in different scenarios.
Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel
Added 28 Sep 2012
Updated 28 Sep 2012
Type Journal
Year 2012
Where ICDE
Authors Elke Achtert, Sascha Goldhofer, Hans-Peter Kriegel, Erich Schubert, Arthur Zimek
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