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Gpu Accelerated Tool For Wrapper Feature Selection In Microarray Classification

Hello all,

I am searching for an accelerated algorithm to perform wrapper feature selection on microarray. I am searching in the literature and GPUs are used to speedup many algorithms but I could not find any directly addressing the wrapper feature selection (like Sequential Forward Selection). I saw this without using GPU http://www.almob.org/content/7/1/11/abstract but it is not applicable to the task I would like to perform (I need to calculate something more than error rate, thus I cannot apply the calculation optimization proposed).

Are you aware of any work in this direction since I could greatly benefit in terms of processing time.

Thanks

Mattia

microarray classification

out of curiosity, is this really a bottleneck for you?

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