SGB-ELM: An Advanced Stochastic Gradient Boosting-Based Ensemble Scheme for Extreme Learning Machine.
Hua GuoJikui WangWei AoYulin HePublished in: Comput. Intell. Neurosci. (2018)
Keyphrases
- extreme learning machine
- gradient boosting
- neural network
- support vector regression
- feedforward neural networks
- feed forward neural networks
- single layer
- gaussian processes
- base learners
- hidden nodes
- variable selection
- loss function
- learning scheme
- ensemble methods
- multi layer
- random forest
- support vector machine
- training set
- ensemble learning
- activation function
- artificial neural networks
- training data
- hidden layer
- linear combination
- genetic algorithm