Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations
Tamara Živković, Boško Nikolić, Vladimir Šimić, Dragan Pamučar, Nebojša Bačanin
Topics & Concepts
Computer scienceMachine learningBenchmark (surveying)HyperparameterSoftwareBoosting (machine learning)Artificial intelligenceMetaheuristicData miningSearch-based software engineeringTask (project management)Software developmentComponent-based software engineeringEconomicsProgramming languageGeodesyManagementGeographySoftware Engineering ResearchSoftware Reliability and Analysis ResearchSoftware Testing and Debugging Techniques