s2Params: Hyper-parameter wrapper for 's2net'
In s2net: The Generalized Semi-Supervised Elastic-Net

s2Params

R Documentation

Hyper-parameter wrapper for `s2net`

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

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

`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).

Returns a named vector of S3 class s2Params.