Software Defect Classification with a Variant of NSGA-II and Simple Voting Strategies.
Emil RubinicGoran MausaTihana Galinac GrbacPublished in: SSBSE (2015)
Keyphrases
- nsga ii
- multi objective
- software defect
- multi objective optimization
- evolutionary algorithm
- classification accuracy
- test problems
- benchmark datasets
- optimization algorithm
- evolutionary multiobjective optimization
- multiobjective optimization
- generalization ability
- differential evolution
- machine learning methods
- machine learning
- optimization problems
- training samples
- text classification
- knapsack problem
- multi class
- dynamic programming
- training set
- feature space
- multiobjective evolutionary algorithm
- objective function
- decision trees