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Assessment of Cluster Stability by Randomized Maps

The reliability of clusters is estimated using random projections. A set of stability measures is provided to assess the reliability of the clusters discovered by a generic clustering algorithm. The stability measures are taylored to high dimensional data (e.g. DNA microarray data) (Valentini, G (2005), <doi:10.1093/bioinformatics/bti817>.

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1.1.1 2026-04-09 windows/windows R-4.5 clusterv_1.1.1.zip 744.9 KiB

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