Plot and print variable importances from an AutoML model

This function plots and prints variable importances from an AutoML model (if available), and returns variable importances (data.frame).

Usage

plot_and_print_variable_importances(automl)

Arguments

automl

H2O AutoML model (from calling h2o::h2o.automl() or get_automl_model())

Value

data.frame of variable importances

See also

h2o::h2o.varimp(), h2o::h2o.varimp_plot(), h2o::h2o.automl(), get_automl_model()

Examples

if (FALSE) {
init_h2o()
tt <- df |> ttsplit()
tt_h2o <- tt |> ship_train_and_test_to_h2o()
automl <- tt_h2o |> get_automl_model(target="y1")
var_imp <- automl |> plot_and_print_variable_importances()
}