I am planning to use initial values that are {0, 1}. How do we ensure or how does NMF ensure that the final values are also in the [0,1] range.
What if we want to model a matrix of frequencies of connections of two items. Then how do the final values after NMF change, what would their range be.
Thanks in advance.