A Hybrid Approach from Ant Colony Optimization and K-nearest Neighbor for Classifying Datasets Using Selected Features.
Enas M. F. El HoubyNisreen I. R. YassinShaimaa OmranPublished in: Informatica (Slovenia) (2017)
Keyphrases
- ant colony optimization
- k nearest neighbor
- selected features
- classification method
- knn
- feature selection
- nearest neighbor
- metaheuristic
- feature selection algorithms
- support vector machine
- particle swarm optimization
- traveling salesman problem
- svm classifier
- support vector machine svm
- cross validation
- text categorization
- classification algorithm
- genetic algorithm
- aco algorithm
- benchmark datasets
- classification accuracy
- random forest
- neural network
- text classification
- feature set
- artificial ants
- multi class
- data sets
- feature subset
- information retrieval
- optimization problems
- selection algorithm
- search space
- classification rate