A Case Study in Model Selection for Policy Engineering: Simulating Maritime Customs.
Hassan HarbFaith Jordan SrourNeil Yorke-SmithPublished in: AAMAS Workshops (2011)
Keyphrases
- model selection
- cross validation
- hyperparameters
- parameter estimation
- sample size
- selection criterion
- mixture model
- feature selection
- regression model
- machine learning
- statistical learning
- generalization error
- bayesian learning
- variable selection
- error estimation
- information criterion
- model selection criteria
- statistical inference
- bayesian model selection
- decision trees
- generalization bounds
- parameter determination
- motion segmentation
- gaussian process
- leave one out cross validation
- meta learning
- mutual information
- bayesian information criterion
- automatic model selection