On the role of data balancing for machine learning-based code smell detection

Fabiano Pecorelli, Dario Di Nucci, Coen De Roover, Andrea De Lucia. On the role of data balancing for machine learning-based code smell detection. In Francesca Arcelli Fontana, Bartosz Walter, Apostolos Ampatzoglou, Fabio Palomba, Gilles Perrouin, Mathieu Acher, Maxime Cordy, Xavier Devroey, editors, Proceedings of the 3rd ACM SIGSOFT International Workshop on Machine Learning Techniques for Software Quality Evaluation, MaLTeSQuE@ESEC/SIGSOFT FSE 2019, Tallinn, Estonia, August 27, 2019. pages 19-24, ACM, 2019. [doi]

Abstract

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