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.


Reference manual

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install.packages("oosse")

1.0.12 by Stijn Hawinkel, 3 months ago


Report a bug at https://github.com/sthawinke/oosse/issues


Browse source code at https://github.com/cran/oosse


Authors: Stijn Hawinkel [cre, aut] (ORCID:


Documentation:   PDF Manual  


GPL-2 license


Imports stats, BiocParallel, Matrix, methods, doParallel, Rdpack

Suggests knitr, rmarkdown, testthat, randomForest, glmnet


See at CRAN