Plot ROC curves — plot_roc • scClustEval

Plot ROC and Precision-Recall curves for assessment results

Usage

plot_roc(
  result,
  plot_type = "both",
  show_auc = TRUE,
  show_cv = TRUE,
  show_acc = TRUE,
  colors = NULL,
  title = NULL,
  legend_position = "right"
)

Arguments

result: scClustEval result object from self_projection/sc_assessment
plot_type: Type of plot: "both", "roc", or "prc"
show_auc: Show AUC values on plot
show_cv: Show cross-validation accuracy
show_acc: Show test accuracy
colors: Custom color palette
title: Plot title
legend_position: Legend position: "right", "bottom", or "none"

Value

A ggplot2 object

Examples

if (FALSE) { # \dontrun{
result <- sc_assessment(X, labels)
plot_roc(result)
plot_roc(result, plot_type = "roc")
} # }