auc {ModelMetrics}R Documentation

Area Under the Curve

Description

Calculates the area under the curve for a binary classifcation model

Usage

auc(actual, predicted)

Arguments

actual

A vector of the labels. Can be numeric, character, or factor

predicted

A vector of predicted values

Examples

data(testDF)
glmModel <- glm(y ~ ., data = testDF, family="binomial")
Preds <- predict(glmModel, type = 'response')

auc(testDF$y, Preds)


[Package ModelMetrics version 1.1.0 Index]