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The Roc curve is a coordinate graphical analysis tool invented by electronics and radar engineers during World War II. It was originally used to detect enemy aircraft and ships, and was later used in medicine, biology, and criminal psychology. Nowadays, roc curve has been widely used. In statistics and machine learning, AUC is often used to evaluate the performance of binary classification models. The full name of auc is area under the curve, that is, the area under the curve. Usually the curve here refers to the receiver operating curve (receiver operating curve).
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For more details and authoritative references, refer to the official documentation on Wikipedia.
