R: Base class that defines the interface for NMF seeding...

NMFSeed-class {NMF} | R Documentation

## Base class that defines the interface for NMF seeding methods.

### Description

This class implements a simple wrapper strategy object that defines a unified interface to seeding methods, that are used to initialise NMF models before fitting them with any NMF algorithm.

### Slots

name

  character string giving the name of the seeding strategy

method

  workhorse function that implements the seeding strategy. It must have signature `(object="NMF", x="matrix", ...)` and initialise the NMF model `object` with suitable values for fitting the target matrix `x`.

### Methods

algorithm

  `signature(object = "NMFSeed")`: Returns the workhorse function of the seeding method described by `object`.

algorithm<-

  `signature(object = "NMFSeed", value = "function")`: Sets the workhorse function of the seeding method described by `object`.

NMFSeed

  `signature(key = "NMFSeed")`: Creates an `NMFSeed` based on a template object (Constructor-Copy), in particular it uses the same name.

show

  `signature(object = "NMFSeed")`: Show method for objects of class `NMFSeed`

[Package NMF version 0.21.0 Index]