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We present a new R package for the assessment of the reliability of clusters discovered in high-dimensional DNA microarray data. The package implements methods based on random projections that approximately preserve distances between examples in the projected subspaces.

Clusterv: a tool for assessing the reliability of clusters discovered in DNA microarray data