Keyphrases
- model selection
- cross validation
- semi supervised
- unsupervised learning
- pairwise
- supervised learning
- hyperparameters
- meta learning
- variable selection
- regression model
- generalization error
- parameter estimation
- learning machines
- information criterion
- learning algorithm
- machine learning
- labeled and unlabeled data
- automatic model selection
- sample size
- active learning
- training set
- feature selection
- learning tasks
- incremental learning
- mixture model
- bayesian methods
- labeled data
- gaussian process
- selection criterion
- semi supervised learning
- error estimation
- support vector
- statistical inference
- learning problems
- ls svm
- pairwise constraints
- markov random field
- kernel machines
- closed form
- model selection criteria
- data mining