Man pages for oosse
Out-of-Sample R² with Standard Error Estimation

boot632The .632 bootstrap estimation of the MSE
boot632multipleRepeated .632 bootstrapa
bootOobThe oob bootstrap (smooths leave-one-out CV)
BrassicaGene expression and phenotypes of Brassica napus (rapeseed)...
buildConfIntCalculate a confidence interval for R², MSE and MST
checkFitFunCheck whether supplied prediction function meets the...
estCorMSEMSTEstimate correlation between MSE and MST estimators
estMSEEstimate MSE and its standard error
formatSecondsFormat seconds into human readable format
getSEsNestedCalculate standard error on MSE from nested CV results
isPDHelper function to check if matrix is positive definite
processOobProcess the out-of-bag bootstraps to get to standard errors...
R2oosseEstimate out-of-sample R² and its standard error
RsquaredSECalculate out-of-sample R² and its standard error based on...
simpleCVPerform simple CV, and return the MSE estimate
oosse documentation built on May 29, 2024, 10:35 a.m.