Modified AIC and MDL model selection criteria for short data records.
Fjo De RidderRik PintelonJohan SchoukensDavid Paul GillikinPublished in: IEEE Trans. Instrum. Meas. (2005)
Keyphrases
- model selection criteria
- data records
- model selection
- information criterion
- cross validation
- selection criterion
- selection criteria
- sample size
- machine learning
- marginal likelihood
- test data
- variable selection
- mixture model
- probability model
- feature selection
- visual information
- bayesian information criterion
- structured data
- gaussian process
- leave one out cross validation
- learning algorithm
- query result
- maximum likelihood
- widely applicable
- databases