Model Selection in Committees of Evolved Convolutional Neural Networks Using Genetic Algorithms.
Alejandro BaldominosYago SaezPedro IsasiPublished in: IDEAL (1) (2018)
Keyphrases
- model selection
- convolutional neural networks
- cross validation
- convolutional network
- parameter estimation
- regression model
- hyperparameters
- bayesian learning
- sample size
- machine learning
- mixture model
- genetic algorithm
- statistical learning
- statistical inference
- feature selection
- variable selection
- meta learning
- error estimation
- motion segmentation
- generalization error
- information criterion
- marginal likelihood
- model selection criteria
- training set
- automatic model selection