A hybridised feature selection approach in molecular classification using CSO and GA.
Ahmed ElsawyMazen Mohamed SelimMahmoud SobhyPublished in: Int. J. Comput. Appl. Technol. (2019)
Keyphrases
- feature selection
- classification accuracy
- support vector
- genetic algorithm ga
- classification models
- method for feature selection
- text classification
- feature subset
- genetic algorithm
- feature selection algorithms
- feature extraction
- feature space
- classification algorithm
- discriminative features
- classification performances
- machine learning
- swarm optimization
- text categorization
- feature vectors
- support vector machine
- feature set
- high dimensionality
- neural network
- decision trees
- model selection
- genetic programming
- fitness function
- classification method
- svm classifier
- unsupervised learning
- multi class
- hybrid algorithm
- knn
- multi objective
- feature reduction
- tabu search
- metaheuristic