Metaheuristic Optimization based Feature Selection for Software Defect Prediction.
Romi Satria WahonoNanna SuryanaSabrina AhmadPublished in: J. Softw. (2014)
Keyphrases
- metaheuristic
- software defect prediction
- optimization problems
- feature selection
- combinatorial optimization
- optimization method
- harmony search
- feature ranking
- tabu search
- ant colony optimization
- ensemble learning
- scatter search
- simulated annealing
- search space
- genetic algorithm
- vehicle routing problem
- imbalanced data
- optimal solution
- particle swarm optimization
- class imbalance
- sample selection bias
- evolutionary algorithm
- text categorization
- objective function
- high dimensionality
- machine learning
- suboptimal solutions
- multi class
- support vector
- optimization algorithm
- learning algorithm
- feature subset
- classification models
- feature space
- artificial neural networks
- cost function
- knn
- support vector machine