NMF Model fitting function

nmf {Matrix}

R Documentation

NMF Model fitting function

Description

Fit a non-negative matrix factorization model to a given target matrix.
The function allows for different update rules and initialization
methods, and can fit different NMF variants.

Usage

nmf(x, rank,
    max.iterations = 1000,
    tolerance = 0.001,
    epsilon = 1E-20);

Arguments

target data to fit, i.e. a matrix-like objec

rank

specification of the factorization rank. It is usually a single numeric value, but other type Of values are possible (e.g. matrix), For which specific methods are implemented. See for example methods nmf,matrix,matrix,ANY. If rank Is a numeric vector With more than one element, e.g. a range Of ranks, then nmf performs the estimation procedure described in nmfEstimateRank. [as integer]

Authors

sciBASIC.NET

Value

this function returns data object of type any kind.

clr value class

any kind

[Package Matrix version 5.0.1.2389 Index]