A machine-learning based ensemble method for anti-patterns detection

• Published in: The Journal of systems and software Vol. 161; p. 110486
• Main Authors: Barbez, Antoine, Khomh, Foutse, Guéhéneuc, Yann-Gaël
• Format: Journal Article
• Language: English
• Published: Elsevier Inc 01.03.2020
• Subjects: Anti-patterns; Ensemble methods; Machine learning; Software quality; Anti-patterns; Ensemble methods; Software quality; Machine learning

•Different anti-pattern detection tools can be aggregated to improve the detection.•Our method significantly improves the overall detection performances of the so aggregated tools for God Class and Feature Envy.•Our method significantly outperforms other ensemble methods.•None of the competing ensem...