Curves of the receiver operating characteristic and its area under the curve (AUC) calculation are presented. A solid blue line indicates the curve for categorizing lensed quasars. The curves for classifying galaxies, quasars, and stars, are also illustrated as magenta, yellow, and cyan dashed lines, respectively. Finally, a red circle represents the FPR and TPR values for the chosen P_lens limit.