A survey on software defect prediction – A review
One of the primary difficulties in software development and programming language research for improving software quality and dependability is defect prediction. The primary objective is to predict the modulus fault. The most difficult task in this sector is determining whether source code is defecti...
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Format: | Tagungsbericht |
Sprache: | eng |
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Zusammenfassung: | One of the primary difficulties in software development and programming language research for improving software quality and dependability is defect prediction. The primary objective is to predict the modulus fault. The most difficult task in this sector is determining whether source code is defective. It’s challenging to create a defect prediction model. To detect flaws prior to the arrival of the item. Our survey reveals that software defect prediction approaches are receiving a lot of attention. We review the most recent research on this topic in order to assist testers in efficiently allocating limited resources. We choose various classification algorithms. Displaying the contrast of predictions in software defects, program analysis. We investigate defect prediction approaches, as well as the semantic and structural properties of code, and we explore unresolved concerns and recent advancements in the field through code understanding. |
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ISSN: | 0094-243X 1551-7616 |
DOI: | 10.1063/5.0164406 |