setNMFMethod {NMF} | R Documentation |
Registering NMF Algorithms
Description
Adds a new algorithm to the registry of algorithms that perform Nonnegative Matrix Factorization.
nmfRegisterAlgorithm
is an alias to
setNMFMethod
for backward compatibility.
Usage
setNMFMethod(name, method, ...,
overwrite = isLoadingNamespace(), verbose = TRUE)
nmfRegisterAlgorithm(name, method, ...,
overwrite = isLoadingNamespace(), verbose = TRUE)
Arguments
... |
arguments passed to the factory function
|
overwrite |
logical that indicates if any existing
NMF method with the same name should be overwritten
( |
verbose |
a logical that indicates if information
about the registration should be printed ( |
name |
name/key of an NMF algorithm. |
method |
definition of the algorithm |
Examples
# define/regsiter a new -- dummy -- NMF algorithm with the minimum arguments
# y: target matrix
# x: initial NMF model (i.e. the seed)
# NB: this algorithm simply return the seed unchanged
setNMFMethod('mynmf', function(y, x, ...){ x })
# check algorithm on toy data
res <- nmfCheck('mynmf')
# the NMF seed is not changed
stopifnot( nmf.equal(res, nmfCheck('mynmf', seed=res)) )
[Package NMF version 0.27 Index]