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rcurtin avatar rcurtin commented on June 14, 2024

By default RADICAL will extract all independent components. I believe you could find the most important components by sequentially running RADICAL::Vasicek() on each column of the returned matY matrix to compute the entropy, and keeping the components with the largest entropy value.

However, it has been quite a long time since I looked at the RADICAL code, and I wasn't the person who implemented it originally, so, you should double-check whether or not my suggestion is right. :)

from mlpack.

kevindtran1 avatar kevindtran1 commented on June 14, 2024

Thanks for the suggestion! I'll look more into this.

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