Improved Bayesian information criterion for mixture model selection.
Arash MehrjouReshad HosseiniBabak Nadjar AraabiPublished in: Pattern Recognit. Lett. (2016)
Keyphrases
- model selection
- bayesian information criterion
- mixture model
- information criterion
- gaussian mixture model
- cross validation
- hyperparameters
- sample size
- parameter estimation
- selection criterion
- unsupervised learning
- regression model
- akaike information criterion
- model selection criteria
- feature selection
- automatic model selection
- learning machines
- pairwise
- machine learning
- generalization error
- exponential family
- mutual information
- dimensionality reduction
- marginal likelihood
- parameter determination