Theoretical bounds of generalization error for generalized extreme learning machine and random vector functional link network.
Meejoung KimPublished in: Neural Networks (2023)
Keyphrases
- generalization error
- extreme learning machine
- upper bound
- generalization error bounds
- hidden nodes
- training error
- single layer
- model selection
- active learning
- sample size
- lower bound
- cross validation
- binary classification
- training data
- learning algorithm
- feed forward neural networks
- feedforward neural networks
- support vector regression
- training set
- vc dimension
- worst case
- risk minimization
- multi layer