LPLS for PLS-type SCGLR
SR Method iterative normed gradient (ING) for Structural Relevance
methodLPLS()methodSR(phi = "vpi", l = 1, s = 1/2, maxiter = 1000, epsilon = 1e-06,
bailout = 10)
character string describing structura relevance used in the regularization process. Allowed values are "vpi" for Variable Powered Inertia and "cv" for Component Variance. Default to "vpi".
is a numeric argument (>1) tuning the importance of variable bundle locality.
is a numeric argument (in [0,1]) tuning the strength of structural relevance with respect to goodness of fit.
integer for maximum number of iterations of SR function
positive convergence threshold
integer argument