Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6948018 | Information and Software Technology | 2018 | 47 Pages |
Abstract
CDE-SMOTE mitigates the class imbalance and distribution mismatch problems and also helps prevents excessive oversampling that results in performance degradation of prediction models. This approach is thus recommended for CPDP studies in software engineering.
Related Topics
Physical Sciences and Engineering
Computer Science
Human-Computer Interaction
Authors
Nachai Limsettho, Kwabena Ebo Bennin, Jacky W. Keung, Hideaki Hata, Kenichi Matsumoto,