Visualizing the Implicit Model Selection Tradeoff.
Zezhen HeYaron ShaposhnikPublished in: J. Artif. Intell. Res. (2023)
Keyphrases
- model selection
- cross validation
- hyperparameters
- sample size
- bayesian learning
- statistical learning
- parameter estimation
- model selection criteria
- meta learning
- motion segmentation
- variable selection
- regression model
- machine learning
- bayesian information criterion
- leave one out cross validation
- selection criterion
- information criterion
- generalization error
- error estimation
- bayesian methods
- gaussian process
- feature selection
- likelihood function
- statistical inference
- mixture model
- decision trees