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Topic: A global geometric framework for nonlinear dimensionality reduction
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sandwichmaker  5
10-10-2002 12:27 PM ET (US)
Andrew, the mapping that any of these methods construct are data dependent, so even though there are an infinite mappings from three dimensions to one dimensions, the exact mapping chosen in the case of PCA depends on the direction of the principal axis of the data.
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