Learn R Programming

flashier (version 1.0.7)

flash_greedy_init_irlba: Initialize a flash factor using IRLBA

Description

Initializes a new ("greedy") flash factor using irlba. This can be somewhat faster than flash_greedy_init_default for large, dense data matrices. For sparse matrices of class Matrix, the default initialization should generally be preferred.

Usage

flash_greedy_init_irlba(flash, seed = 666, ...)

Value

A list of length two consisting of, respectively, the vector of initial values for loadings \(\ell_{\cdot k}\) and the vector of initial factor values \(f_{\cdot k}\).

Arguments

flash

A flash_fit object.

seed

Since initialization is random, a default seed is set for reproducibility.

...

Additional parameters to be passed to irlba.

See Also

flash_greedy, flash_greedy_init_default, flash_greedy_init_softImpute