Full Model Selection in Huge Datasets and for Proxy Models Construction.
Angel Díaz-PachecoCarlos Alberto Reyes GarcíaPublished in: MICAI (1) (2018)
Keyphrases
- model selection
- cross validation
- parameter estimation
- bayesian learning
- statistical learning
- model selection criteria
- sample size
- hyperparameters
- statistical inference
- information criterion
- meta learning
- automatic model selection
- machine learning
- regression model
- error estimation
- variable selection
- motion segmentation
- bayesian methods
- selection criterion
- leave one out cross validation
- mixture model
- least squares
- generalization error
- parameter determination
- statistical models
- hypothesis tests
- probabilistic model