Applying Feature Selection to Software Defect Prediction Using Multi-objective Optimization.
Xiang ChenYuxiang ShenZhanqi CuiXiaolin JuPublished in: COMPSAC (2) (2017)
Keyphrases
- multi objective optimization
- software defect prediction
- feature selection
- multi objective
- feature ranking
- ensemble learning
- evolutionary algorithm
- imbalanced data
- class imbalance
- sample selection bias
- pareto optimal
- multi objective optimization problems
- nsga ii
- machine learning
- genetic algorithm
- text categorization
- multi objective genetic algorithm
- differential evolution
- feature subset selection
- multi objective genetic algorithms
- optimization algorithm
- feature space
- data streams
- multi objective evolutionary algorithms
- objective function
- selected features
- data sets
- feature extraction
- support vector
- feature selection algorithms
- multi class
- random forest
- feature subset
- gene expression data