plot_distribution: Plot distribution histogram

In sarbal/EGAD: Extending guilt by association by degree

Description

The function plots a the distribution of AUROCs

Usage

plot_distribution(
  auc,
  b = 20,
  col = "lightgrey",
  xlab = "",
  ylab = "Density",
  xlim = c(0.4, 1),
  ylim = c(0, 5),
  med = TRUE,
  avg = TRUE,
  density = TRUE,
  bars = FALSE
)

Arguments

auc	numeric aucs
b	array of breaks
col	color of line
xlab	string label
ylab	string label
xlim	range of values for xaxis
ylim	range of values for yaxis
med	boolean to plot median auc
avg	boolean to plot average auc
density	boolean
bars	boolena for barplot

Value

auc list and quartiles

Examples

aurocs <- (runif(1000)+runif(1000)+runif(1000)+runif(1000))/4
d <- plot_distribution(aurocs)

sarbal/EGAD documentation built on May 5, 2021, 5:10 p.m.