A new approach in model selection for ordinal target variables.
Elena BallanteSilvia FiginiPierpaolo UbertiPublished in: Comput. Stat. (2022)
Keyphrases
- model selection
- variable selection
- cross validation
- hyperparameters
- bayesian learning
- mixture model
- sample size
- parameter estimation
- error estimation
- regression model
- generalization error
- motion segmentation
- feature selection
- parameter determination
- statistical inference
- selection criterion
- meta learning
- statistical learning
- machine learning
- gaussian process
- random variables
- marginal likelihood
- model selection criteria
- hidden variables
- hypothesis tests
- automatic model selection