Time Series Forecasting by Evolving Artificial Neural Networks Using "Shuffle", Cross-Validation and Ensembles.
Juan PeraltaGermán GutiérrezAraceli SanchisPublished in: ICANN (1) (2010)
Keyphrases
- cross validation
- artificial neural networks
- model selection
- support vector
- variable selection
- neural network
- generalization error
- back propagation
- training set
- hyperparameters
- genetic algorithm
- decision trees
- information criterion
- error estimates
- base learners
- ensemble methods
- ensemble learning
- input variables
- cross validated
- neural network model
- radial basis function
- regression problems
- random forests
- regularization parameter
- genetic algorithm ga
- unseen data
- leave one out cross validation
- database
- data mining
- bp neural network
- nearest neighbor classifiers
- bayesian inference