What does the ROC in AUC-ROC stand for?

  • Receiver
  • Receiver Operating
  • Receiver of
  • Receiver Characteristics
AUC-ROC stands for Area Under the Receiver Operating Characteristic curve. The ROC curve is a graphical representation of a model's performance, particularly its ability to distinguish between the positive and negative classes. AUC (Area Under the Curve) quantifies the overall performance of the model, with higher AUC values indicating better discrimination.
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