Effective transductive learning via objective model selection.
Ran El-YanivLeonid GerzonPublished in: Pattern Recognit. Lett. (2005)
Keyphrases
- model selection
- transductive learning
- cross validation
- kernel matrix
- hyperparameters
- parameter estimation
- regression model
- sample size
- model selection criteria
- gaussian process
- variable selection
- semi supervised
- semi supervised classification
- unsupervised learning
- decision trees
- machine learning
- data mining
- maximum likelihood
- high dimensional
- generalization error
- feature space