AUTO_VI$summary_density_plot {autovi}

Draw a summary density plot for the result

Description

This function draws a summary density plot for the result.

Usage

AUTO_VI$summary_plot(
  vss = self$check_result$observed$vss,
  null_dist = self$check_result$null$vss,
  boot_dist = self$check_result$boot$vss,
  p_value = self$check_result$p_value,
  likelihood_ratio = self$check_result$likelihood_ratio,
  density_alpha = 0.6
)

Arguments

vss

Numeric. Observed visual signal strength.

null_dist

Numeric. Null visual signal strength.

boot_dist

Numeric. Bootstrapped visual signal strength.

p_value

Numeric. P-value of the visual test. See also AUTO_VI$p_value().

likelihood_ratio

Numeric. Likelihood ratio of the visual test. See also AUTO_VI$likelihood_ratio().

density_alpha

Numeric. Alpha value for the density.

Value

A ggplot.

Examples

keras_model <- try(get_keras_model("vss_phn_32"))
if (!inherits(keras_model, "try-error")) {
  myvi <- auto_vi(lm(dist ~ speed, data = cars), keras_model)

  myvi$check()
  myvi$summary_density_plot()
}