Package: ensr 0.1.0.9001

ensr: Elastic Net SearcheR

Elastic net regression models are controlled by two parameters, lambda, a measure of shrinkage, and alpha, a metric defining the model's location on the spectrum between ridge and lasso regression. glmnet provides tools for selecting lambda via cross validation but no automated methods for selection of alpha. Elastic Net SearcheR automates the simultaneous selection of both lambda and alpha. Developed, in part, with support by NICHD R03 HD094912.

Authors:Peter DeWitt [aut, cre], Tell Bennett [ctb]

ensr_0.1.0.9001.tar.gz
ensr_0.1.0.9001.zip(r-4.7)ensr_0.1.0.9001.zip(r-4.6)ensr_0.1.0.9001.zip(r-4.5)
ensr_0.1.0.9001.tgz(r-4.6-any)ensr_0.1.0.9001.tgz(r-4.5-any)
ensr_0.1.0.9001.tar.gz(r-4.7-any)ensr_0.1.0.9001.tar.gz(r-4.6-any)
ensr_0.1.0.9001.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
card.svg |card.png
ensr/json (API)
NEWS

# Install 'ensr' in R:
install.packages('ensr', repos = c('https://dewittpe.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/dewittpe/ensr/issues

Datasets:
  • landfill - Water Percolation Through A Landfill
  • tbi - Synthetic Data Set for Traumatic Brain Injuries

On CRAN:

Conda:

4.78 score 2 stars 30 scripts 186 downloads 5 exports 28 dependencies

Last updated from:0ea1560b85. Checks:9 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-x86_64OK121
source / vignettesOK192
linux-release-x86_64OK136
macos-release-arm64OK123
macos-oldrel-arm64OK198
windows-develOK91
windows-releaseOK91
windows-oldrelOK104
wasm-releaseOK108

Exports:ensrlambda_alpha_gridlambda_maxpreferablestandardize

Dependencies:clicodetoolscpp11data.tablefarverforeachggplot2glmnetgluegtableisobanditeratorslabelinglatticelifecycleMatrixR6RColorBrewerRcppRcppEigenrlangS7scalesshapesurvivalvctrsviridisLitewithr

vignette-spinners/ensr-datasets

Rendered fromensr-datasets.html.asisusingR.rsp::asison Jun 03 2026.

Last update: 2020-03-02
Started: 2019-01-14

vignette-spinners/ensr-examples

Rendered fromensr-examples.html.asisusingR.rsp::asison Jun 03 2026.

Last update: 2020-03-02
Started: 2019-01-14