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by sharpneli 4181 days ago
When talking about dimensionality they kind of have to be orthogonal.

Because otherwise anything can be of arbitrarily large dimension, and thus the whole term loses meaning.

1 comments

just to satisfy a possible curiosity: No

Your intuition is in the right direction, but not quite correct.

Think of a cartesian plot. Now, think of the Y axis "tilted" to the front. With those 2 "vectors" you can still describe the whole plane (for whatever "describe" means =P) If you tilt it so much the "Y" axis becomes paralel to the X axis, then you lost something.

Instead of "orthogonal" what you need is a mathematical property called independence (as in linearly independent) that basically means "not redundant to express a space"