AUC (Area Under the ROC Curve) Definition

AUC (Area Under the ROC Curve): a measure of the performance of a binary classifier, which gives the area under the ROC curve. AUC ranges in value from 0 to 1, with 1 indicating a perfect classifier and 0.5 indicating a classifier no better than random guessing.