NMF is a dimensional reduction method and an effective document clustering method, because a term-document matrix is high-dimensional and sparse, from Xu et al.
by the sign of the i-th value of y, we can judge whether the i-th data element belongs to cluster A or b. y D z 2 / 1 = Note that Eq.4 is the object function when the number of clusters is two.