Operating Characteristic Curve (OCC)

Question

27 Apr 2023

Answer :

Word Count : 402

The Operating Characteristic Curve (OCC), also known as the Receiver Operating Characteristic (ROC) curve, is a graphical representation of the performance of a binary classification system. It is widely used in various fields, including statistics, machine learning, and signal detection theory.

The OCC plots the true positive rate (sensitivity) against the false positive rate (1 - specificity) for different classification thresholds. It allows us to evaluate and compare the performance of different classification models or algorithms.

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