bestInClass {cvCovEst} | R Documentation |
Showing Best Estimator Within Each Class of Estimators
Description
bestInClass()
finds the best performing estimator within
each class of estimator passed to cvCovEst()
and
finds the associated hyperparameters if applicable.
Usage
bestInClass(dat, worst = FALSE)
Arguments
dat |
The |
worst |
This facilitates the option to choose the worst performing
estimator in each class. Default is |
Value
tibble
with rows corresponding to estimator
classes and columns for hyperparameter values, cross-validated risk, and
other summary metrics for the best (or worst) estimator in that class.
[Package cvCovEst version 1.2.2 Index]