SemetonBug: Next-Generation Machine Learning-Powered Code Analyzer for Precision Bug Detection and Dynamic Error Localization

Bug detection in Python programming is a crucial challenge in software development. This research proposes SemetonBug, a machine learning-based system for automatically detecting bugs in Python code. The system utilizes a Random Forest Classifier as the main model, with features extracted from the s...

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Үндсэн зохиолчид:	Surni Erniwati, Bahtiar Imran, Zumratul Muahidin, Zaeniah Zaeniah, Juhartini Juhartini
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	Politeknik Negeri Batam 2026-02-01
Цуврал:	Journal of Applied Informatics and Computing
Нөхцлүүд:	bug detection machine learning python random forest abstract syntax tree
Онлайн хандалт:	https://jurnal.polibatam.ac.id/index.php/JAIC/article/view/11837
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!