AL-ELM: One uncertainty-based active learning algorithm using extreme learning machine.
Hualong YuChangyin SunWankou YangXibei YangXin ZuoPublished in: Neurocomputing (2015)
Keyphrases
- extreme learning machine
- learning algorithm
- single hidden layer
- feed forward neural networks
- feedforward neural networks
- back propagation
- support vector regression
- neural network
- hidden nodes
- gaussian processes
- single layer
- training data
- rbf network
- variable selection
- training algorithm
- artificial neural networks
- generalization ability
- multi layer
- learning rate
- learning tasks
- machine learning algorithms
- activation function
- training examples
- graphical models
- active learning
- support vector
- neural nets
- support vector machine
- probabilistic model