Full model selection in the space of data mining operators.
Quan SunBernhard PfahringerMichael MayoPublished in: GECCO (Companion) (2012)
Keyphrases
- model selection
- data mining
- cross validation
- meta learning
- machine learning
- hyperparameters
- parameter estimation
- sample size
- mixture model
- bayesian learning
- statistical learning
- statistical inference
- error estimation
- variable selection
- marginal likelihood
- motion segmentation
- parameter determination
- real world
- gaussian process
- feature selection
- information criterion
- model selection criteria
- selection criterion
- random sampling
- bayesian methods
- low dimensional
- data mining techniques
- mutual information
- bayesian information criterion
- data sets