draw_roc: Draw ROC curve
In egenn/rtemis: Machine Learning and Visualization

draw_roc

R Documentation

Draw ROC curve

Description

Draw ROC curve

Usage

draw_roc(
  true_labels,
  predicted_prob,
  main = NULL,
  theme = choose_theme(),
  col = rtpalette(rtemis_palette),
  legend = TRUE,
  legend_title = "Group (AUC)",
  legend_xy = c(1, 0),
  legend_xanchor = "right",
  legend_yanchor = "bottom",
  auc_dp = 3L,
  xlim = c(0, 1),
  ylim = c(0, 1),
  diagonal = TRUE,
  diagonal_col = NULL,
  axes_square = TRUE,
  filename = NULL,
  ...
)

Arguments

`true_labels`	Factor: True outcome labels.
`predicted_prob`	Numeric vector [0, 1]: Predicted probabilities for the positive class (i.e. second level of outcome).
`main`	Character: Main title for the plot.
`theme`	Theme object.
`col`	Color vector.
`legend`	Logical: If TRUE, draw legend.
`legend_title`	Character: Title for the legend.
`legend_xy`	Numeric vector: Position of the legend in the form c(x, y).
`legend_xanchor`	Character: X anchor for the legend.
`legend_yanchor`	Character: Y anchor for the legend.
`auc_dp`	Integer: Number of decimal places for AUC values.
`xlim`	Numeric vector: Limits for the x-axis.
`ylim`	Numeric vector: Limits for the y-axis.
`diagonal`	Logical: If TRUE, draw diagonal line.
`diagonal_col`	Character: Color for the diagonal line.
`axes_square`	Logical: If TRUE, make axes square.
`filename`	Character: If provided, save the plot to this file.
`...`	Additional arguments passed to draw_scatter.