Model Selection for Social Networks Using Graphlets.
Jeannette C. M. JanssenMatt HurshmanNauzer KalyaniwallaPublished in: Internet Math. (2012)
Keyphrases
- model selection
- social networks
- cross validation
- sample size
- hyperparameters
- statistical learning
- regression model
- selection criterion
- parameter estimation
- variable selection
- mixture model
- bayesian learning
- motion segmentation
- model selection criteria
- error estimation
- gaussian process
- machine learning
- meta learning
- parameter determination
- feature selection
- information criterion
- marginal likelihood
- generalization error
- upper bound
- generalization bounds
- leave one out cross validation
- real world