| aucRoc {caret} | R Documentation |
This function uses the trapezoidal rule to calculate the area. If the area is less than .5, then 1 - area is used.
aucRoc(object)
object |
object from the roc function or a matrix/data
frame with columns named "sensitivity" and "specificity" |
a scalar number
Max Kuhn
set.seed(6)
testData <- data.frame(
x = c(rnorm(200), rnorm(200) + 1),
group = factor(rep(letters[1:2], each = 200)))
densityplot(~testData$x,
groups = testData$group,
auto.key = TRUE)
rocValues <- roc(testData$x, testData$group)
aucRoc(rocValues)