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A study of dealing class imbalance problem with machine learning methods for code smell severity detection using PCA-based feature selection technique

Detecting code smells may be highly helpful for reducing maintenance costs and raising source code quality. Code smells facilitate developers or researchers to understand several types of design flaws. Code smells with high severity can cause significant problems for the software and may cause chall...

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Detalles Bibliográficos
Autores principales: Rao, Rajwant Singh, Dewangan, Seema, Mishra, Alok, Gupta, Manjari
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10533884/
https://www.ncbi.nlm.nih.gov/pubmed/37758824
http://dx.doi.org/10.1038/s41598-023-43380-8