Generalization Error of Automatic Relevance Determination.
Shinichi NakajimaSumio WatanabePublished in: ICANN (1) (2007)
Keyphrases
- generalization error
- automatic relevance determination
- missing data
- model selection
- classification error
- cross validation
- neural network
- active learning
- upper bound
- feature selection
- binary classification
- error reduction
- discriminant analysis
- training data
- learning algorithm
- training set
- training error
- expectation propagation
- sample size
- supervised learning
- gaussian process
- probabilistic model
- machine learning
- test set
- unbiased estimator
- density estimation
- mixture model
- graph cuts
- prior knowledge
- data mining