Score: Area Under Curve¶

Actual

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

Vactual

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

Predict

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

VPredict

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

The criterion to be used in calculating the AUC. Current options include: maxixmum F1 maximum Accuracy maximum Precision maximum Recall maximum Specificity minimization of Per Class Error