NMFNonsmoothUpdate Properties

The NMFNonsmoothUpdate type exposes the following members.

Properties

	Name	Description
	SmoothingMatrix	Gets the smoothing matrix. The smoothing matrix is a positive symmetric matrix S defined as: S = (1 - theta)I + (theta/q)11' where I is the identity matrix, 1 is a vector of ones and the parameter t is between 0 and 1, inclusive. See class description.
	Theta	The Nonsmooth Nonnegative Matrix Factorization is defined as V = WSH where V, W, and H are the same as in the original NMF model. The positive symmetric matrix S is a "smoothing" matrix defined as: S = (1 - theta)I + (theta/q)11'

Name

Description

Gets the smoothing matrix. The smoothing matrix is a positive symmetric matrix S defined as:

            S = (1 - theta)I + (theta/q)11'

where I is the identity matrix, 1 is a vector of ones and the parameter t is between 0 and 1, inclusive. See class description.

The Nonsmooth Nonnegative Matrix Factorization is defined as

V = WSH

where V, W, and H are the same as in the original NMF model. The positive symmetric matrix S is a "smoothing" matrix defined as:

            S = (1 - theta)I + (theta/q)11'