boot632 | The .632 bootstrap estimation of the MSE |
boot632multiple | Repeated .632 bootstrapa |
bootOob | The oob bootstrap (smooths leave-one-out CV) |
Brassica | Gene expression and phenotypes of Brassica napus (rapeseed)... |
buildConfInt | Calculate a confidence interval for R², MSE and MST |
checkFitFun | Check whether supplied prediction function meets the... |
estCorMSEMST | Estimate correlation between MSE and MST estimators |
estMSE | Estimate MSE and its standard error |
formatSeconds | Format seconds into human readable format |
getSEsNested | Calculate standard error on MSE from nested CV results |
isPD | Helper function to check if matrix is positive definite |
processOob | Process the out-of-bag bootstraps to get to standard errors... |
R2oosse | Estimate out-of-sample R² and its standard error |
RsquaredSE | Calculate out-of-sample R² and its standard error based on... |
simpleCV | Perform simple CV, and return the MSE estimate |
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