Package: oosse 1.0.11

Stijn Hawinkel

oosse: Out-of-Sample R² with Standard Error Estimation

Estimates out-of-sample R² through bootstrap or cross-validation as a measure of predictive performance. In addition, a standard error for this point estimate is provided, and confidence intervals are constructed.

Authors:Stijn Hawinkel [cre, aut]

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oosse.pdf |oosse.html✨
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NEWS

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

Bug tracker:https://github.com/sthawinke/oosse/issues

Datasets:
  • Brassica - Gene expression and phenotypes of Brassica napus (rapeseed) plants

On CRAN:

4.60 score 4 stars 5 scripts 151 downloads 3 exports 16 dependencies

Last updated 5 months agofrom:01ab03f352. Checks:8 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKJan 28 2025
R-4.5-winOKJan 28 2025
R-4.5-macOKJan 28 2025
R-4.5-linuxOKJan 28 2025
R-4.4-winOKJan 28 2025
R-4.4-macOKJan 28 2025
R-4.3-winOKDec 29 2024
R-4.3-macOKDec 29 2024

Exports:buildConfIntR2oosseRsquaredSE

Dependencies:BHBiocParallelcodetoolscpp11doParallelforeachformatRfutile.loggerfutile.optionsiteratorslambda.rlatticeMatrixrbibutilsRdpacksnow

Vignette of the oosse package

Stijn Hawinkel

Rendered fromoosseVignette.Rmdusingknitr::rmarkdownon Jan 28 2025.

Last update: 2024-02-07
Started: 2023-04-05