CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction

CODE: A Moving-Window-Based Framework for Detecting Concept Drift in Software Defect Prediction

Concept drift (CD) refers to data distributions that may vary after a minimum stable period. CD negatively influences models’ performance of software defect prediction (SDP) trained on past datasets when applied to the new datasets. Based on previous studies of SDP, it is confirmed that the accuracy...

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Bibliographic Details
Main Authors: Md Alamgir Kabir, Shahina Begum, Mobyen Uddin Ahmed, Atiq Ur Rehman
Format: Article
Language:English
Published: MDPI AG 2022-11-01
Series:Symmetry
Subjects:
software defect prediction
cross-version defect prediction
chronological-defect data
class rebalancing
concept drift
Online Access:https://www.mdpi.com/2073-8994/14/12/2508

Internet

https://www.mdpi.com/2073-8994/14/12/2508

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