Open AccessClusterv: a tool for assessing the reliability of clusters discovered in DNA microarray data
Author(s) -
Giorgio Valentini
Publication year - 2005
Publication title -
bioinformatics
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 3.599
H-Index - 390
eISSN - 1367-4811
pISSN - 1367-4803
DOI - 10.1093/bioinformatics/bti817
Subject(s) - reliability (semiconductor) , computer science , r package , data mining , linear subspace , computational biology , biology , mathematics , computational science , power (physics) , physics , geometry , quantum mechanics
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.
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