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The classification of genomic and proteomic data in extremely high dimensional datasets is a well-known problem which requires appropriate classification techniques. Classification methods are usually combined with gene selection techniques to provide optimal classification conditions—i.e. a lower dimensional classification environment. Another reason for reducing the dimensionality of such datasets...
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