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