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> Your last comment is completely incorrect How so? Your followup makes no sense. > for a point at (1,1,1,....) each extra dimension adds a constant 1 to the euclidean distance, so that in 500 dimensions a point at (1,1,1,....) is around 22.4 units away from the origin, while in two dimensions it is only 1.4 units away from the origin. You're comparing vectors of different magnitudes. You could equally object that (200, 0) is much farther away from the origin than (2, 0) is. That's true, but so what? You're still in a two-dimensional space. Are you under the impression that the "magnitude" of a vector and its "distance from the origin" are separate concepts? They aren't. |