Normalize all vectors in model output Fac object to norm 1.

Normalize all vectors in model output Fac object to norm 1.

Usage

normalizeFac(Fac, modes)

Arguments

Fac

List object with all components per mode per item.

modes

List object with modes per dataset (see also setupCMTFdata())

Value

List object of normalized Fac object, the extracted norms per loading vector per component, and the norms per dataset per component.

Examples

set.seed(123)
A = array(rnorm(108*2), c(108, 2))
B = array(rnorm(100*2), c(100, 2))
C = array(rnorm(10*2), c(10, 2))
D = array(rnorm(100*2), c(100,2))
E = array(rnorm(10*2), c(10,2))
modes = list(c(1,2,3), c(1,4,5))

Fac = list(A, B, C, D, E)
output = normalizeFac(Fac, modes)