When dimensionality increases so does distance, but distance doesn't matter, we only care about relative distance compared to different points. If clustering w

When dimensionality increases so does distance, but distance doesn't matter, we only care about relative distance compared to different points. If clustering works or not has nothing to do with the dimensionality of the space, and everything to do with the distribution of the points.