Model selection using historical pattern: case study of forecasting Indonesian research areas.
Agus WidodoIndra BudiPublished in: Int. J. Comput. Appl. Technol. (2018)
Keyphrases
- model selection
- case study
- cross validation
- parameter estimation
- hyperparameters
- regression model
- bayesian learning
- sample size
- model selection criteria
- feature selection
- generalization error
- selection criterion
- mixture model
- error estimation
- statistical learning
- machine learning
- variable selection
- gaussian process
- motion segmentation
- meta learning
- bayesian methods
- statistical inference
- automatic model selection
- real world
- marginal likelihood
- information criterion
- leave one out cross validation
- generalization bounds
- bayesian information criterion
- high dimensional
- probability distribution
- mutual information
- parameter determination
- gaussian mixture model