dx_plot_probabilities: Plot Predicted Probabilities

In overdodactyl/diagnosticSummary: Diagnostic Summaries

Plot Predicted Probabilities

Description

Generates a plot showing the distribution of predicted probabilities. Offers options to show as a histogram or density plot.

Usage

dx_plot_probabilities(
  dx_obj,
  plot_type = "histogram",
  bins = NULL,
  fill_color = "#0057B8"
)

Arguments

dx_obj	A dx object
plot_type	Character string specifying the type of plot: "histogram" or "density".
bins	Optional; number of bins for the histogram (relevant if plot_type = "histogram").
fill_color	Color to fill the bars or density plot.

Value

A ggplot object representing the distribution of predicted probabilities.

Examples

dx_obj <- dx(
  data = dx_heart_failure,
  true_varname = "truth",
  pred_varname = "predicted",
  outcome_label = "Heart Attack",
  setthreshold = .3
)
dx_plot_probabilities(dx_obj, plot_type = "histogram", bins = 30)
dx_plot_probabilities(dx_obj, plot_type = "density")

overdodactyl/diagnosticSummary documentation built on Jan. 28, 2024, 10:07 a.m.