MEG: Multi-objective Ensemble Generation for Software Defect Prediction (HOP GECCO'23).
Rebecca MoussaGiovani GuizzoFederica SarroPublished in: GECCO Companion (2023)
Keyphrases
- multi objective
- software defect prediction
- ensemble learning
- imbalanced data
- feature ranking
- ensemble methods
- evolutionary algorithm
- optimization algorithm
- random forest
- generalization ability
- base classifiers
- objective function
- decision trees
- ensemble classifier
- genetic algorithm
- learning algorithm
- non stationary
- high dimensionality
- training data
- random forests
- feature selection
- data sets
- unlabeled data
- simulated annealing
- training set