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 high-dimensional data set such that for every data-point there is incomplete information. Each object in the data set represents a real entity, which models as a point in high-dimensional space .