A novel ensemble-based wrapper method for feature selection using extreme learning machine and genetic algorithm.
Xiaowei XueMin YaoZhaohui WuPublished in: Knowl. Inf. Syst. (2018)
Keyphrases
- method for feature selection
- extreme learning machine
- feature selection
- genetic algorithm
- neural network
- support vector regression
- feedforward neural networks
- support vector machine
- feed forward neural networks
- variable selection
- gaussian processes
- hidden nodes
- single layer
- support vector
- ensemble methods
- feature subset
- feature set
- machine learning
- activation function
- multi objective
- knn
- fuzzy logic
- ensemble learning
- feature extraction
- pattern recognition
- feature space
- classification accuracy
- genetic algorithm ga
- fitness function
- back propagation
- model selection
- multi task
- ensemble classifier
- artificial neural networks
- metaheuristic
- simulated annealing
- hybrid algorithm
- support vector machine svm
- multi layer
- differential evolution
- evolutionary algorithm
- kernel function