Software defect prediction ensemble learning algorithm based on adaptive variable sparrow search algorithm.
Yu TangQi DaiMengyuan YangTony DuLifang ChenPublished in: Int. J. Mach. Learn. Cybern. (2023)
Keyphrases
- learning algorithm
- software defect prediction
- ensemble learning
- search algorithm
- generalization ability
- imbalanced data
- training data
- feature ranking
- neural network
- unlabeled data
- ensemble methods
- random forest
- learning problems
- supervised learning
- data sets
- class imbalance
- machine learning algorithms
- active learning
- selection algorithm
- training set
- reinforcement learning
- base learners
- learning tasks
- back propagation
- learning scheme
- membership queries
- feature selection
- machine learning
- multi class