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Enhancing software defect prediction: a framework with improved feature selection and ensemble machine learning

Effective software defect prediction is a crucial aspect of software quality assurance, enabling the identification of defective modules before the testing phase. This study aims to propose a comprehensive five-stage framework for software defect prediction, addressing the current challenges in the...

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書誌詳細
主要な著者: Misbah Ali, Tehseen Mazhar, Amal Al-Rasheed, Tariq Shahzad, Yazeed Yasin Ghadi, Muhammad Amir Khan
フォーマット: Artigo
言語:Inglês
出版事項: PeerJ Inc. 2024-02-01
シリーズ:PeerJ Computer Science
主題:
オンライン・アクセス:https://peerj.com/articles/cs-1860.pdf
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