rauschenberger/starnet: Stacked Elastic Net

Implements stacked elastic net regression (Rauschenberger 2021 <doi:10.1093/bioinformatics/btaa535>). The elastic net generalises ridge and lasso regularisation (Zou 2005 <doi:10.1111/j.1467-9868.2005.00503.x>). Instead of fixing or tuning the mixing parameter alpha, we combine multiple alpha by stacked generalisation (Wolpert 1992 <doi:10.1016/S0893-6080(05)80023-1>).

Getting started

Package details

Maintainer
LicenseGPL-3
Version1.0.0
URL https://github.com/rauschenberger/starnet/ https://rauschenberger.github.io/starnet/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("rauschenberger/starnet")
rauschenberger/starnet documentation built on July 4, 2025, 1:28 p.m.