Abstract: Software Defect Prediction (SDP) ensures software quality by identifying defects early in development. However, a major challenge is class imbalance, where defect data is vastly outnumbered ...
After Class 12, students interested in Artificial Intelligence can choose from several education paths — short 1-year ...
Abstract: The class imbalance problem negatively impacts learning algorithms’ performance in minority classes which may constitute more severe attacks than the majority ones. This study investigates ...