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Software defects prediction by metaheuristics tuned extreme gradient boosting and analysis based on Shapley Additive Explanations.

Tamara ZivkovicBosko NikolicVladimir SimicDragan PamucarNebojsa Bacanin
Published in: Appl. Soft Comput. (2023)
Keyphrases
  • gradient boosting
  • prediction accuracy
  • relational databases
  • machine learning
  • genetic algorithm
  • feature selection
  • probabilistic model
  • classification accuracy
  • simulated annealing
  • genetic programming