auroc_analytic {EGAD}R Documentation

Area under the receiver operating characteristic curve

Description

The function calculates the area under the receiver operating characteristic (ROC) curve analytically

Usage

auroc_analytic(ranks, labels)

Arguments

ranks

numeric array

labels

binary array

Value

auroc Numeric value

Examples

labels <- c(rep(0,10))
labels[c(1,3,5)] <- 1 
scores <- 10:1
auroc <- auroc_analytic(scores, labels)


[Package EGAD version 1.21.0 Index]