plotROC (version 2.2.1)

calc_auc: Calculate the Area under the ROC curve

Description

Given a ggplot object with a GeomRoc layer, computes the area under the ROC curve for each group

Usage

calc_auc(ggroc)

Arguments

ggroc

A ggplot object that contains a GeomRoc layer

Examples

# NOT RUN {
D.ex <- rbinom(50, 1, .5)
rocdata <- data.frame(D = c(D.ex, D.ex),
                     M = c(rnorm(50, mean = D.ex, sd = .4), rnorm(50, mean = D.ex, sd = 1)),
                     Z = c(rep("A", 50), rep("B", 50)))

ggroc <- ggplot(rocdata, aes(m = M, d = D)) + geom_roc()
calc_auc(ggroc)
ggroc2 <- ggplot(rocdata, aes(m = M, d = D, color = Z)) + geom_roc()
calc_auc(ggroc2)
# }

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