Discovery of Relevant Weights by Minimizing Cross-Validation Error.
Kazumi SaitoRyohei NakanoPublished in: PAKDD (2000)
Keyphrases
- cross validation
- generalization error
- model selection
- error estimates
- support vector
- variable selection
- hyperparameters
- training set
- cross validated
- regularization parameter
- error estimation
- regression problems
- nearest neighbor classifiers
- ls svm
- unseen data
- linear combination
- error analysis
- data mining
- active learning
- information criterion
- sample size
- data sets