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## Chart: Receiver Operating Characteristic (ROC) Curve
### Overview
The image displays a Receiver Operating Characteristic (ROC) curve, a graphical representation of the performance of a binary classification model at all classification thresholds. It plots the True Positive Rate (TPR) against the False Positive Rate (FPR). A diagonal line represents random guessing. The area under the curve (AUC) is a measure of the model's ability to distinguish between