Model selection of extreme learning machine based on multi-objective optimization.
Wentao MaoMei TianXizheng CaoJiucheng XuPublished in: Neural Comput. Appl. (2013)
Keyphrases
- multi objective optimization
- model selection
- extreme learning machine
- variable selection
- multi objective
- gaussian processes
- cross validation
- hyperparameters
- evolutionary algorithm
- support vector regression
- gaussian process
- feed forward neural networks
- regression model
- feedforward neural networks
- neural network
- genetic algorithm
- machine learning
- sample size
- hidden nodes
- objective function
- feature selection
- particle swarm optimization
- support vector machine
- back propagation
- optimization algorithm
- upper bound
- activation function
- optimization method
- active learning