DEJIT: A Differential Evolution Algorithm for Effort-Aware Just-in-Time Software Defect Prediction.
Xingguang YangHuiqun YuGuisheng FanKang YangPublished in: Int. J. Softw. Eng. Knowl. Eng. (2021)
Keyphrases
- differential evolution algorithm
- software defect prediction
- differential evolution
- evolutionary algorithm
- ensemble learning
- control parameters
- sample selection bias
- feature ranking
- imbalanced data
- class imbalance
- genetic algorithm
- particle swarm
- optimization model
- pso algorithm
- optimization problems
- generalization ability
- traveling salesman problem
- optimization algorithm
- active learning
- benchmark datasets
- fuzzy logic
- multi objective
- training data
- feature selection