The area over the Regression Receiver Operating Characteristic.

scoreRROC(object)

Arguments

object

An object of class ModelAudit.

Value

an object of class scoreAudit

References

Hernández-Orallo, José. 2013. ‘ROC Curves for Regression’. Pattern Recognition 46 (12): 3395–3411.

See also

Examples

library(car) lm_model <- lm(prestige~education + women + income, data = Prestige) lm_au <- audit(lm_model, data = Prestige, y = Prestige$prestige) scoreRROC(lm_au)
#> $name #> [1] "RROC" #> #> $score #> [1] 307712.1 #> #> attr(,"class") #> [1] "scoreAudit"