BayesERtools (version 0.2.0)

plot_cov_sel: Plot variable selection performance

Description

Plot variable selection performance

Usage

plot_submod_performance(x)
plot_var_ranking(x)

Value

No return value, called for plotting side effect.

Arguments

x

An object of class ermod_bin_cov_sel

Details

plot_submod_performance() plots the performance of submodels evaluated during variable selection.

plot_var_ranking() plots the variable ranking evaluated during variable selection.

Examples

# \donttest{
data(d_sim_binom_cov_hgly2)

er_binary_cov_model_kfold <- dev_ermod_bin_cov_sel(
  data = d_sim_binom_cov_hgly2,
  var_resp = "AEFLAG",
  var_exposure = "AUCss_1000",
  var_cov_candidate = c(
    "BAGE_10", "BWT_10", "BGLUC",
    "BHBA1C_5", "RACE", "VISC"
  ),
  cv_method = "kfold",
  k = 3, # Choose 3 to make the example go fast
  validate_search = TRUE,
)

plot_submod_performance(er_binary_cov_model_kfold)
plot_var_ranking(er_binary_cov_model_kfold)
# }