vita-package |
Variable importance testing approaches (vita) |
compVarImp |
Compute permutation variable importance measure |
CVPVI |
Cross-validated permutation variable importance measure |
CVPVI.default |
Cross-validated permutation variable importance measure |
NTA |
Novel testing approach |
NTA.default |
Novel testing approach |
PIMP |
PIMP-algorithm for the permutation variable importance measure |
PIMP.default |
PIMP-algorithm for the permutation variable importance measure |
PimpTest |
PIMP testing approach |
PimpTest.default |
PIMP testing approach |
print.CVPVI |
Cross-validated permutation variable importance measure |
print.NTA |
Novel testing approach |
print.PIMP |
PIMP-algorithm for the permutation variable importance measure |
print.PimpTest |
PIMP testing approach |
print.summary.NTA |
Summarizing the results of novel testing approach |
print.summary.PimpTest |
Summarizing PIMP-algorithm outcomes |
summary.NTA |
Summarizing the results of novel testing approach |
summary.PimpTest |
Summarizing PIMP-algorithm outcomes |
VarImpCVl |
Fold-specific permutation variable importance measure |