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Estimating the number of clusters via a corrected clustering instability
We improve instability-based methods for the selection of the number of clusters k in cluster analysis by developing a corrected clustering distance that corrects for the unwanted influence of the distribution of cluster sizes on cluster instability. We show that our corrected instability measure ou...
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| Veröffentlicht in: | Comput Stat |
|---|---|
| Hauptverfasser: | , |
| Format: | Artigo |
| Sprache: | Inglês |
| Veröffentlicht: |
Springer Berlin Heidelberg
2020
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| Schlagworte: | |
| Online Zugang: | https://ncbi.nlm.nih.gov/pmc/articles/PMC7550318/ https://ncbi.nlm.nih.gov/pubmed/33088024 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1007/s00180-020-00981-5 |
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