Software defect prediction using learning to rank approach

Abstract Software defect prediction (SDP) plays a significant role in detecting the most likely defective software modules and optimizing the allocation of testing resources. In practice, though, project managers must not only identify defective modules, but also rank them in a specific order to opt...

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Bibliographic Details
Main Authors: Ali Bou Nassif, Manar Abu Talib, Mohammad Azzeh, Shaikha Alzaabi, Rawan Khanfar, Ruba Kharsa, Lefteris Angelis
Format: Article
Language:English
Published: Nature Portfolio 2023-11-01
Series:Scientific Reports
Online Access:https://doi.org/10.1038/s41598-023-45915-5