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 Hawinkel 
[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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