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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.

Version:1.0.11
Depends:R (≥ 4.2.0)
Imports:stats,BiocParallel,Matrix, methods,doParallel,Rdpack
Suggests:knitr,rmarkdown,testthat,randomForest,glmnet
Published:2024-02-07
DOI:10.32614/CRAN.package.oosse
Author:Stijn HawinkelORCID iD [cre, aut]
Maintainer:Stijn Hawinkel <stijn.hawinkel at psb.ugent.be>
BugReports:https://github.com/sthawinke/oosse
License:GPL-2
NeedsCompilation:no
Materials:NEWS
CRAN checks:oosse results

Documentation:

Reference manual:oosse.html ,oosse.pdf
Vignettes:Vignette of the oosse package (source,R code)

Downloads:

Package source: oosse_1.0.11.tar.gz
Windows binaries: r-devel:oosse_1.0.11.zip, r-release:oosse_1.0.11.zip, r-oldrel:oosse_1.0.11.zip
macOS binaries: r-release (arm64):oosse_1.0.11.tgz, r-oldrel (arm64):oosse_1.0.11.tgz, r-release (x86_64):oosse_1.0.11.tgz, r-oldrel (x86_64):oosse_1.0.11.tgz
Old sources: oosse archive

Linking:

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