Before revision: Consider  high-dimensional data set  such that for every data-point there exist an informationat only part of its dimensions, and the rest is unknown .
After revision: Consider a high-dimensional data set such that for every data-point there exist an informationat only part of its dimensions, and the rest is unknown .