s2Params: Hyper-parameter wrapper for 's2net'

In s2net: The Generalized Semi-Supervised Elastic-Net

Hyper-parameter wrapper for s2net

Description

This is a very simple function that collapses the input parameters into a named vector to supply to C++ methods.

Usage

s2Params(lambda1, lambda2 = 0, gamma1 = 0, gamma2 = 0, gamma3 = 0)

Arguments

lambda1	elastic-net regularization parameter - l_1 norm.
lambda2	elastic-net regularization parameter - l_2 norm.
gamma1	s2net weight hyper-parameter.
gamma2	s2net covariance hyper-parameter (between 1 and Inf).
gamma3	s2net shift hyper-parameter (between 0 and 1).

Value

Returns a named vector of S3 class s2Params.

See Also

s2Data, s2Fista

s2net documentation built on July 1, 2022, 1:06 a.m.