An Improved Confounding Effect Model for Software Defect Prediction

Software defect prediction technology can effectively improve software quality. Depending on the code metrics, machine learning models are built to predict potential defects. Some researchers have indicated that the size metric could cause confounding effects and bias the prediction results. However...

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Bibliographic Details
Main Authors: Yuyu Yuan, Chenlong Li, Jincui Yang
Format: Article
Language:English
Published: MDPI AG 2023-03-01
Series:Applied Sciences
Subjects:
Online Access:https://www.mdpi.com/2076-3417/13/6/3459