auc.Daim {Daim}R Documentation

The area under the ROC curve (AUC)

Description

This function computs the area under an ROC curve.

Usage

## S3 method for class 'Daim':
auc(x, ...)

Arguments

x an object of class Daim.
... additional parameters.

Value

a list with following components :

auc.632p the .632+ estimation of the AUC.
auc.632 the .632 estimation of the AUC.
auc.loob the LOOB estimation of the AUC.
auc.app the apparent estimation of the AUC.
auc.samples the AUC values for each bootstap sample.

See Also

auc.numeric, Daim, plot.Daim, performDaim

Examples


  data(Daim.data1)
  perform <- performDaim(Daim.data1$prob.oob, Daim.data1$labels,
                Daim.data1$prob.app)

  auc(perform)
  roc.area(perform)


[Package Daim version 1.0.0 Index]