Trueface Tutorials: Understanding ROC Curves

The Receiver Operating Characteristics (ROC) curve is an evaluation metric for a binary classifier, which helps us to visualize the performance of a facial recognition model as its discrimination threshold changes. In binary classification, we make a binary decision using a continuous probability value of a given sample belonging to one of the two classes.

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