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Resampling method for unsupervised estimation of cluster validity.

Neural Computation, no. 11 (2006): 2573-2593

引用：299|浏览15

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pubmed.ncbi.nlm.nih.gov dblp.uni-trier.de dl.acm.org academic.microsoft.com arxiv.org

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available dataone-dimensional datagene microarray expression datacluster validityunsupervised estimation更多(7+)

摘要

We introduce a method for validation of results obtained by clustering analysis of data. The method is based on resampling the available data. A figure of merit that measures the stability of clustering solutions against resampling is introduced. Clusters that are stable against resampling give rise to local maxima of this figure of merit...更多

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