A Data-Driven Model Selection Approach to Spatio-Temporal Prediction.
Rocío ZorrillaEduardo S. OgasawaraPatrick ValduriezFábio PortoPublished in: Trans. Large Scale Data Knowl. Centered Syst. (2024)
Keyphrases
- model selection
- data driven
- spatio temporal
- cross validation
- sample size
- hyperparameters
- bayesian learning
- statistical learning
- parameter estimation
- error estimation
- meta learning
- regression model
- feature selection
- statistical inference
- variable selection
- machine learning
- mixture model
- motion segmentation
- generalization error
- image sequences
- selection criterion
- model selection criteria
- gaussian process
- marginal likelihood
- bayesian model selection
- moving objects
- bayesian methods
- bayesian information criterion
- parameter determination
- decision trees