An Improved Model Selection Heuristic for AUC.
Shaomin WuPeter A. FlachCèsar Ferri RamirezPublished in: ECML (2007)
Keyphrases
- model selection
- cross validation
- hyperparameters
- sample size
- parameter estimation
- regression model
- bayesian learning
- variable selection
- statistical learning
- selection criterion
- leave one out cross validation
- model selection criteria
- gaussian process
- feature selection
- machine learning
- meta learning
- statistical inference
- motion segmentation
- bayesian methods
- mixture model
- error estimation
- parameter determination
- generalization error
- bayesian information criterion
- data sets
- information criterion
- automatic model selection