Model Selection in Data Analysis Competitions.
David Kofoed WindOle WintherPublished in: MetaSel@ECAI (2014)
Keyphrases
- model selection
- data analysis
- cross validation
- machine learning
- sample size
- hyperparameters
- bayesian learning
- regression model
- parameter estimation
- data mining
- mixture model
- statistical learning
- meta learning
- selection criterion
- model selection criteria
- motion segmentation
- cluster analysis
- feature selection
- marginal likelihood
- statistical inference
- variable selection
- error estimation
- generalization error
- unsupervised learning
- leave one out cross validation
- information criterion
- parameter determination
- automatic model selection
- bayesian methods
- decision trees
- learning algorithm