Optimal prediction of decisions and model selection in social dilemmas using block models.
Sergio Cobo-LópezAntonia Godoy-LoriteJordi DuchMarta Sales-PardoRoger GuimeràPublished in: CoRR (2020)
Keyphrases
- model selection
- parameter estimation
- cross validation
- hyperparameters
- model selection criteria
- sample size
- regression model
- statistical learning
- bayesian learning
- motion segmentation
- generalization error
- automatic model selection
- bayesian model selection
- information criterion
- error estimation
- meta learning
- statistical inference
- machine learning
- variable selection
- gaussian process
- mixture model
- generalization bounds
- probabilistic model
- posterior distribution
- mutual information
- marginal likelihood
- feature selection
- statistical model
- selection criterion
- leave one out cross validation
- learning algorithm