Open access
Aug 2026
Deep Learning vs. Traditional Machine Learning for Software Defect Prediction: A Meta-Analysis
The evidence supports a conditional, not universal, DL advantage whose practical value depends on architecture, validation protocol, data distribution, tuning quality, and deployment cost.
Wei-Xiang Gan, Jia-Lin Liu, Meng-Fei Xiao et al.
· Engineering and Computing In... · 0 citations