Package: starnet 0.0.6

starnet: Stacked Elastic Net

Implements stacked elastic net regression (Rauschenberger 2020, <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>).

Authors:Armin Rauschenberger [aut, cre]

starnet_0.0.6.tar.gz
starnet_0.0.6.zip(r-4.5)starnet_0.0.6.zip(r-4.4)starnet_0.0.6.zip(r-4.3)
starnet_0.0.6.tgz(r-4.4-any)starnet_0.0.6.tgz(r-4.3-any)
starnet_0.0.6.tar.gz(r-4.5-noble)starnet_0.0.6.tar.gz(r-4.4-noble)
starnet_0.0.6.tgz(r-4.4-emscripten)starnet_0.0.6.tgz(r-4.3-emscripten)
starnet.pdf |starnet.html✨
starnet/json (API)
NEWS

Peer review:

Bug tracker:https://github.com/rauschenberger/starnet/issues

On CRAN:

2 exports 5 stars 1.33 score 12 dependencies 1 dependents 7 scripts 222 downloads

Last updated 3 years agofrom:ff142156df. Checks:OK: 7. Indexed: yes.

Exports:cv.starnetstarnet

Dependencies:codetoolscornetforeachglmnetiteratorslatticeMatrixpalassoRcppRcppEigenshapesurvival