methodSR {SCGLR} | R Documentation |
Regularization criterion types
Description
Regularization criterion types
Usage
methodSR(
phi = "vpi",
l = 1,
s = 1/2,
maxiter = 1000,
epsilon = 1e-06,
bailout = 10
)
Arguments
phi |
character string describing structural relevance used in the regularization process. Allowed values are "vpi" for Variable Powered Inertia and "cv" for Component Variance. Default to "vpi". |
l |
is an integer argument (>1) tuning the importance of variable bundle locality. |
s |
is a numeric argument (in [0,1]) tuning the strength of structural relevance with respect to goodness of fit. |
maxiter |
integer for maximum number of iterations of |
epsilon |
positive convergence threshold |
bailout |
integer argument |
Value
an object of class method.SCGLR
[Package SCGLR version 3.1.0 Index]