PRINT Subcommand (ROC ANALYSIS command)

The PRINT subcommand specifies the output settings for the corresponding statistics.

SE=TRUE

Displays additional statistics in the area under the curve (AUC) table. The statistics include the standard error of the AUC, the asymptotic significance (2-tail), and the Asymptotic CI bounds under the null hypothesis.

SE=FALSE

Displays only the estimated AUC. This is the default setting.

COORDINATES=ROC(YOUDEN)

Controls the coordinate points of the ROC curves along with the cutoff values. The pairs of Sensitivity and (1-Specificity) values are given with the cutoff values for each ROC curve. By default the keyword is not specified, which suppresses the output of any coordinate points. If ROC(YOUDEN) is specified Youden’s index is also given for each cutoff value.

COORDINATES=PR

Controls the coordinate points of the precision-recall (PR) curves along with the cutoff values. The pairs of precision and recall values are given with the cutoff values for each PR curve. By default the keyword is not specified, which suppresses the output of any coordinate points.

CLASSIFIER=TRUE

Controls the display of the Classifier Evaluation Metrics table in the output. The table shows how well a classification model fits the data compared to a random assignment.

CLASSIFIER=FALSE

When set to FALSE, the Classifier Evaluation Metrics table does not display in the output. This is the default setting.