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A novel generative oversampling for software defect prediction

Abstract Software defect prediction is one of the highly active research areas as it allows to focus the testing efforts on the defective modules and reduce the cost of development. The imbalanced nature of defect data poses a threat to the performance of software defect predictors. This study propo...

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Autor principal: Somya R. Goyal
Formato: Artigo
Lenguaje:Inglês
Publicado: Nature Portfolio 2026-04-01
Colección:Scientific Reports
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Acceso en línea:https://doi.org/10.1038/s41598-026-41981-7
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