Hyperparameter Optimization for Software Bug Prediction Using Ensemble Learning

Hyperparameter Optimization for Software Bug Prediction Using Ensemble Learning

Software Bug Prediction (SBP) is an integral process to the software’s success that involves predicting software bugs before their occurrence. Detecting software bugs early in the development process enhances software quality, performance, and reduces software costs. The integration of Ma...

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Bibliographic Details
Main Authors: Dimah Al-Fraihat, Yousef Sharrab, Abdel-Rahman Al-Ghuwairi, Hamzeh Alshishani, Abdulmohsen Algarni
Format: Article
Language:English
Published: IEEE 2024-01-01
Series:IEEE Access
Subjects:
Software bug prediction
machine learning
hyperparameter optimization
ensemble learning
Online Access:https://ieeexplore.ieee.org/document/10477341/

Internet

https://ieeexplore.ieee.org/document/10477341/

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