Score: Area Under CurveΒΆ

Actual

Specify a parsed data set containing the true (known) values of the binomial data being predicted.

Vactual

Specify the column of binomial data from the data set specified in Actual.

Predict

Specify the parsed data set containing the predicted values for the dependent variable in question.

VPredict

Specify the column in the data set specified in Predict containing the predicted value. This value need not be 0/1, but should be a probability and not log-likelihood.

Threshold Criterion

Specify the criterion to be used in calculating the AUC. Current options include:

  • maximum F1
  • maximum F2
  • maximum F0point5
  • maximum Accuracy
  • maximum Precision
  • maximum Recall
  • maximum Specificity
  • maximum absolute MCC
  • minimization of Per Class Error