Evaluating Software Defect Prediction Models via the Area Under the ROC Curve Can Be Misleading

Luigi Lavazza, Gabriele Rotoloni, Sandro Morasca

Background: Receiver Operating Characteristic (ROC) curves are widely used to evaluate the performance of Software Defect Prediction (SDP) models that estimate module fault-pronene…