Fine tune the common tilts, one for each latent dimension

Tune each latent dimension (representing a pair of canonical score vectors) for an appropriate tilt of the common component

Usage

fine_tuning(
  input_obj,
  max_iter = 5,
  fix_tilt_perc = NA,
  temp_path = NULL,
  tol = 1e-05,
  verbose = 0
)

Arguments

input_obj

multiSVD class, after creation via tiltedCCA()

max_iter

maximum number of epochs (i.e., cycling through all latent dimensions)

fix_tilt_perc

scalar between 0 and 1, or NA, for setting all the tilts in each latent dimension to the scalar if not NA

temp_path

filepath for saving temporary progress to

tol

small positive number

verbose

non-negative integer

Value

updated multiSVD object