average_vim             Average multiple independent importance
                        estimates
cv_predictiveness_point_est
                        Estimate a nonparametric predictiveness
                        functional using cross-validation
cv_predictiveness_update
                        Estimate the influence function for an
                        estimator of predictiveness
cv_vim                  Nonparametric Variable Importance Estimates
                        using Cross-validation
cv_vim_nodonsker        Nonparametric Variable Importance Estimates
                        using Cross-validation, without Donsker class
                        relaxation
cv_vimp_point_est       Estimate variable importance using
                        cross-validation
cv_vimp_update          Estimate the influence function for variable
                        importance parameters
format.vim              Format a 'vim' object
measure_accuracy        Estimate the classification accuracy
measure_auc             Estimate area under the receiver operating
                        characteristic curve (AUC)
measure_cross_entropy   Estimate the cross-entropy
measure_deviance        Estimate the deviance
measure_mse             Estimate mean squared error
measure_r_squared       Estimate R-squared Compute nonparametric
                        estimate of R-squared.
merge_vim               Merge multiple 'vim' objects into one
predictiveness_ci       Confidence intervals for measures of
                        predictiveness
predictiveness_point_est
                        Estimate a nonparametric predictiveness
                        functional
predictiveness_se       Estimate standard errors for measures of
                        predictiveness
predictiveness_update   Estimate the influence function for an
                        estimator of predictiveness
print.vim               Print a 'vim' object
run_sl                  Run a Super Learner for the provided subset of
                        features
sample_subsets          Create necessary objects for SPVIMs
sp_vim                  Shapley Population Variable Importance Measure
                        (SPVIM) estimates
spvim_ics               Influence function estimates for SPVIMs
spvim_se                Standard error estimate for SPVIM values
vim                     Nonparametric Variable Importance Estimates
vimp                    vimp: Nonparametric variable importance
                        assessment
vimp_accuracy           Nonparametric Variable Importance Estimates:
                        Classification accuracy
vimp_anova              Nonparametric Variable Importance Estimates:
                        ANOVA
vimp_auc                Nonparametric Variable Importance Estimates:
                        AUC
vimp_ci                 Confidence intervals for variable importance
vimp_deviance           Nonparametric Variable Importance Estimates:
                        Deviance
vimp_hypothesis_test    Perform a hypothesis test against the null
                        hypothesis of delta importance
vimp_point_est          Estimate variable importance
vimp_regression         Nonparametric Variable Importance Estimates
vimp_rsquared           Nonparametric Variable Importance Estimates:
                        $R^2$
vimp_se                 Estimate standard errors
vimp_update             Estimate the influence function for variable
                        importance parameters
