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Got you. Basically what you are saying is that as one learns anything, because of the correlations, important directions may be different than what was apparen
by alok-g 6y ago
Got you.
Basically what you are saying is that as one learns anything, because of the correlations, important directions may be different than what was apparent earlier. E.g., considering how beautiful a face looks is determined by many features together, but some are more imoortant than others. There come the eigenvectors... :-) So to maximize potential, it becomes important to find the eigenvector with the largest eigenvalue.
If I understood your message correctly, then extension to non-linear world is trivial (though linear approximations would often be good enough).
Thanks.
- p0nce 6y agoYes, it's really a simple realization. Almost common wisdom that some things matter more than others, but when you've learned something alone / incorrectly you must forget those first classifications. For example my singing teacher said to not do the fomer exercices anymore now that she would give me new ones. The new ones embeded that decorrelated view, they would train just breathing, or just glottal closure, or just pitch.