Engineering Applications of Statistics
The ROC curve, or Receiver Operating Characteristic curve, is a graphical representation that illustrates the diagnostic ability of a binary classifier system as its discrimination threshold is varied. It plots the true positive rate against the false positive rate at various threshold settings, helping to visualize the trade-offs between sensitivity and specificity in classification problems.
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