cvRiskPlot: Cross-Validated Risk Plot
In cvCovEst: Cross-Validated Covariance Matrix Estimation

cvRiskPlot

R Documentation

Cross-Validated Risk Plot

cvRiskPlot() plots the cross-validated risk for a given estimator, or set of estimators, as a function of the hyperparameters.

cvRiskPlot(
  dat,
  est,
  plot_type = "risk",
  cv_details,
  switch_vars = FALSE,
  min_max = FALSE
)

`dat`	A named `list`. Specifically, this is the standard output of `cvCovEst()`.
`est`	A `character` vector specifying one or more classes of estimators to compare.
`plot_type`	A `character` detailing the type of plot. Passed to `theme_cvCovEst()`, defaults to `"risk"`
`cv_details`	A `character` vector summarizing key arguments passed to `cvCovEst()`.
`switch_vars`	A `logical`. If `TRUE`, the hyperparameters used for the x-axis and factor variables are switched. Only applies to estimators with more than one hyperparameter. Defaults to `FALSE`.
`min_max`	A `logical`. If `TRUE`, only the minimum and maximum values of the factor hyperparameter will be used. Only applies to estimators with more than one hyperparameter. Defaults to `FALSE`.