Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis

Abdullateef Oluwagbemiga Balogun; Shuib Basri; Said Jadid Abdulkadir; Saipunidzam Mahamad; Malek Ahmad Almomani; Amos Orenyi Bajeh; Ammar K. Alazzawi

doi:10.1007/978-3-030-51965-0_43

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Search-Based Wrapper Feature Selection Methods in Software Defect Prediction: An Empirical Analysis

Abdullateef Oluwagbemiga Balogun Shuib Basri Said Jadid Abdulkadir Saipunidzam Mahamad Malek Ahmad Almomani Amos Orenyi Bajeh Ammar K. Alazzawi

Year: 2020 Advances in intelligent systems and computing Pages: 492-503 Publisher: Springer Nature

DOI: 10.1007/978-3-030-51965-0_43

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Keywords:

Metaheuristic Feature selection Computer science Overfitting Feature (linguistics) Selection (genetic algorithm) Machine learning Artificial intelligence Data mining Tabu search Search algorithm Algorithm Artificial neural network

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Topics

Software Engineering Research

Physical Sciences → Computer Science → Information Systems

Software Reliability and Analysis Research

Physical Sciences → Computer Science → Software

Software Testing and Debugging Techniques

Physical Sciences → Computer Science → Software

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