A Review of the Receiver Operating Characteristic Curve and a Proof About the Area Beneath It

Steven Redolfi

The Receiver Operating Characteristic (ROC) curve of a binary classifier has often been utilized to measure the performance of the classifier. The area beneath this curve is used i…