nPool: Massively Distributed Simultaneous Evolution and Cross-Validation in EC-Star.
Babak HodjatHormoz ShahrzadPublished in: GPTP (2015)
Keyphrases
- cross validation
- model selection
- hyperparameters
- variable selection
- support vector
- cross validated
- regression problems
- generalization error
- regularization parameter
- training set
- ls svm
- information criterion
- machine learning
- nearest neighbor classifiers
- image restoration
- gaussian process
- logistic regression
- unseen data
- em algorithm
- decision trees
- database
- error estimates