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Re: Principle components analysis on a large dataset


From: Søren Hauberg
Subject: Re: Principle components analysis on a large dataset
Date: Sat, 22 Aug 2009 08:54:40 +0200

lør, 22 08 2009 kl. 07:41 +0200, skrev Jaroslav Hajek:
> One option, if you're only interested in a few principal components,
> is to use eigs with an implicit matrix - you need to have Octave
> linked with ARPACK for that.

This is the approach I'd go for. Another option is to use iterative
implementations of PCA. Pretty good EM-style methods are out there. I
don't have code to share though :-(

Søren



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