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
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ensr.pdf |ensr.html✨
ensr/json (API)
NEWS

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

Peer review:

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:

4.56 score 2 stars 18 scripts 189 downloads 5 exports 37 dependencies

Last updated 5 years agofrom:0ea1560b85. Checks:7 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 03 2025
R-4.5-winOKJan 03 2025
R-4.5-linuxOKJan 03 2025
R-4.4-winOKJan 03 2025
R-4.4-macOKJan 03 2025
R-4.3-winOKJan 03 2025
R-4.3-macOKJan 03 2025

Exports:ensrlambda_alpha_gridlambda_maxpreferablestandardize

Dependencies:clicodetoolscolorspacedata.tablefansifarverforeachggplot2glmnetgluegtableisobanditeratorslabelinglatticelifecyclemagrittrMASSMatrixmgcvmunsellnlmepillarpkgconfigR6RColorBrewerRcppRcppEigenrlangscalesshapesurvivaltibbleutf8vctrsviridisLitewithr

vignette-spinners/ensr-datasets

Rendered fromensr-datasets.html.asisusingR.rsp::asison Jan 03 2025.

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

vignette-spinners/ensr-examples

Rendered fromensr-examples.html.asisusingR.rsp::asison Jan 03 2025.

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