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Scope

Stacked Elastic Net Regression (extending glmnet).

Installation

Install the current release from CRAN:

install.packages("starnet")

or the latest development version from GitHub:

#install.packages("devtools")
devtools::install_github("rauschenberger/starnet")

Reference

A Rauschenberger, E Glaab, MA van de Wiel (2020). “Predictive and interpretable models via the stacked elastic net”. Bioinformatics, btaa535. doi: 10.1093/bioinformatics/btaa535.

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Version

Install

install.packages('starnet')

Monthly Downloads

202

Version

0.0.3

License

GPL-3

Issues

Pull Requests

Stars

Forks

Maintainer

Armin Rauschenberger

Last Published

June 10th, 2020

Functions in starnet (0.0.3)

starnet

Stacked Elastic Net Regression
weights.starnet

Extract Weights
.cv.glmnet

glmnet::cv.glmnet
coef.starnet

Extract Coefficients
glmnet.auc

glmnet:::auc
.loss

Loss
cv.starnet

Model comparison
predict.starnet

Makes Predictions
starnet-package

Stacked Elastic Net Regression
.simulate

Simulation
print.starnet

Print Values