Visualization and assessment of model selection uncertainty.
Yichen QinLinna WangYang LiRong LiPublished in: Comput. Stat. Data Anal. (2023)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- bayesian learning
- sample size
- meta learning
- regression model
- feature selection
- error estimation
- generalization error
- statistical learning
- variable selection
- motion segmentation
- mixture model
- machine learning
- selection criterion
- bayesian information criterion
- model selection criteria
- unsupervised learning
- statistical inference
- leave one out cross validation
- gaussian process
- support vector
- bayesian methods
- similarity measure