A new approach in model selection for ordinal target variables.
Elena BallantePierpaolo UbertiSilvia FiginiPublished in: CoRR (2020)
Keyphrases
- model selection
- variable selection
- cross validation
- hyperparameters
- bayesian learning
- sample size
- regression model
- statistical learning
- mixture model
- parameter estimation
- statistical inference
- machine learning
- motion segmentation
- information criterion
- selection criterion
- feature selection
- error estimation
- model selection criteria
- generalization bounds
- generalization error
- least squares
- feature space
- automatic model selection
- meta learning
- causal relationships
- gaussian process
- leave one out cross validation
- prior knowledge
- parameter determination