R: Checking NMF Algorithm

nmfCheck {NMF} | R Documentation

## 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')

[Package NMF version 0.21.0 Index]