nmfCheck: Checking NMF Algorithm

In NMF: Algorithms and Framework for Nonnegative Matrix Factorization (NMF)

Checking NMF Algorithm

Description

nmfCheck enables to quickly check that a given NMF algorithm runs properly, by applying it to some small random data.

Usage

  nmfCheck(method = NULL, rank = max(ncol(x)/5, 3),
    x = NULL, seed = 1234, ...)

Arguments

method	name of the NMF algorithm to be tested.
rank	rank of the factorization
x	target data. If NULL, a random 20 x 10 matrix is generated
seed	specifies a seed or seeding method for the computation.
...	other arguments passed to the call to nmf.

Value

the result of the NMF fit invisibly.

Examples

# test default algorithm
nmfCheck()

# test 'lee' algorithm
nmfCheck('lee')

NMF documentation built on Sept. 11, 2024, 8:34 p.m.