Software Defect Prediction: A Systematic Review and a Conceptual Framework for Stable, Actionable Explanations (AISD-F)
Machine learning-based Software Defect Prediction (SDP) has largely focused on improving prediction accuracy, but recent research has placed greater emphasis on making predictions understandable and useful to developers. This systematic review examines the use of Explainable Artificial Intelligence (XAI) in SDP and the...