Fig. 5

Defect prediction performance comparison showing F1-scores and AUC values across different methodologies, demonstrating the superior performance of the proposed integrated model.

Defect prediction performance comparison showing F1-scores and AUC values across different methodologies, demonstrating the superior performance of the proposed integrated model.