Parameter-based hypothesis tests for model selection.
J. Alex StarkWilliam J. FitzgeraldPublished in: Signal Process. (1995)
Keyphrases
- model selection
- hypothesis tests
- cross validation
- sample size
- hyperparameters
- parameter estimation
- bayesian learning
- regression model
- error estimation
- machine learning
- mixture model
- statistical inference
- selection criterion
- feature selection
- gaussian process
- grid search
- variable selection
- hypothesis testing
- model selection criteria
- parameter settings
- machine learning algorithms
- learning styles
- markov chain
- marginal likelihood
- learning algorithm
- data mining
- real world