Model selection for Extreme Minimal Learning Machine using sampling.
Tommi KärkkäinenPublished in: ESANN (2019)
Keyphrases
- model selection
- learning machines
- sample size
- cross validation
- generalization error
- hyperparameters
- random sampling
- regression model
- information criterion
- model selection criteria
- generalization bounds
- gaussian process
- selection criterion
- machine learning
- vc dimension
- feature selection
- generalization ability
- pattern recognition
- support vector
- similarity measure