Multi-objective feature selection based on artificial bee colony: An acceleration approach with variable sample size.
Xiao-han WangYong ZhangXiaoyan SunYong-Li WangChang-he DuPublished in: Appl. Soft Comput. (2020)
Keyphrases
- multi objective
- sample size
- artificial bee colony
- feature selection
- small sample
- optimization algorithm
- model selection
- small samples
- multiobjective optimization
- artificial bee colony algorithm
- evolutionary algorithm
- multi objective optimization
- particle swarm optimization
- objective function
- upper bound
- genetic algorithm
- progressive sampling
- differential evolution
- statistical tests
- variance reduction
- multiple objectives
- machine learning
- feature selection algorithms
- nsga ii
- knn
- support vector
- pareto optimal
- worst case
- multi objective evolutionary algorithms
- search algorithm
- feature space
- microarray data
- feature extraction
- special case
- data structure
- particle swarm optimization algorithm
- high dimensionality
- evolutionary computation
- high dimensional
- support vector machine
- dimensionality reduction