Simultaneous Feature Selection and Support Vector Machine Optimization Using the Grasshopper Optimization Algorithm.
Ibrahim AljarahAla' M. Al-ZoubiHossam FarisMohammad A. HassonahSeyedali MirjaliliHeba SaadehPublished in: Cogn. Comput. (2018)
Keyphrases
- optimization algorithm
- feature selection
- support vector machine
- multi objective
- optimization method
- multi class
- support vector
- small sample
- evolutionary multi objective
- optimization strategy
- differential evolution
- particle swarm optimization pso
- machine learning
- hybrid optimization algorithm
- feature space
- svm classifier
- classification accuracy
- evolutionary algorithm
- feature set
- particle swarm optimisation
- feature vectors
- global optima
- parameter optimization
- feature subset selection
- feature selection algorithms
- kernel function
- objective function
- support vector machine svm
- training set
- multi objective optimization
- training data
- artificial bee colony
- neural network