ROC is short for Receiver Operating Characteristic. That name stems from the fact that the methodology was first developed during World War II to evaluate the performance of radar receivers in the.

ROC12.

ROCAUCROCROC.

Understanding the Context

ROC Receiver Operating Characteristic Curve ROC 1-ROC .

AUC0.8 ROCAUC .

ROCROC curveReciever Operating Characteristic roc_curve () ROCTrue Positive Rate False.

ROCSPSSMedcalcSPSSMedcalcROC.

Key Insights

F1 F1F1.

rocoriginOriginROCFPR.

SPSSROC ROC receiver operator characteristic curveROC.