Symmetric uncertainty-incorporated probabilistic sequence-based ant colony optimization for feature selection in classification.
Ziqian WangShangce GaoYong ZhangLijun GuoPublished in: Knowl. Based Syst. (2022)
Keyphrases
- ant colony optimization
- feature selection
- metaheuristic
- swarm intelligence
- classification accuracy
- ant colony
- text classification
- uncertain data
- feature set
- particle swarm optimization
- support vector
- aco algorithm
- machine learning
- combinatorial optimization problems
- traveling salesman problem
- feature space
- ant colony algorithm
- function optimization
- genetic algorithm
- ant colony optimization algorithm
- nature inspired
- aco algorithms
- support vector machine
- feature subset
- hybrid algorithm
- particle swarm optimization pso
- decision trees
- text categorization
- artificial ants
- nature inspired algorithms
- tabu search
- model selection
- multi class
- training set
- evolutionary strategy
- classification algorithm
- ant colonies
- search space
- foraging behavior