On-Line Model Selection Techniques By Using Multiple Models And Supervision Algorithms.
Asier IbeasPedro BalaguerRamón VilanovaCarles PedretPublished in: ISIC (2008)
Keyphrases
- model selection
- cross validation
- multiple models
- model selection criteria
- hyperparameters
- bayesian methods
- parameter estimation
- regression model
- learning algorithm
- mixture model
- machine learning
- variable selection
- machine learning algorithms
- unsupervised learning
- benchmark datasets
- statistical inference
- active learning
- generalization bounds
- data sets