Holistic Parameter Optimization for Software Defect Prediction.
Jaewook LeeJiwon ChoiDuksan RyuSuntae KimPublished in: IEEE Access (2022)
Keyphrases
- parameter optimization
- software defect prediction
- ensemble learning
- genetic algorithm ga
- differential evolution
- genetic algorithm
- feature ranking
- parameter settings
- imbalanced data
- sample selection bias
- parameter estimation
- class imbalance
- pid controller
- support vector machine
- hyperparameters
- fitness function
- generalization ability
- feature selection
- random forest
- evolutionary algorithm
- machine learning