auditor (version 0.3.0)

scoreROC: Area Under ROC Curve (AUC)

Description

Area Under Curve (AUC) for Receiver Operating Characteristic.

Usage

scoreROC(object)

Arguments

object

An object of class ModelAudit.

Value

an object of class scoreAudit

See Also

plotROC

Examples

# NOT RUN {
library(mlbench)
data("PimaIndiansDiabetes")
Pima <- PimaIndiansDiabetes
Pima$diabetes <- ifelse(Pima$diabetes == "pos", 1, 0)
glm_model <- glm(diabetes~., family=binomial,	data=Pima)
glm_au <- audit(glm_model, data = Pima, y = Pima$diabetes)
scoreROC(glm_au)

# }