Rank-r Updating Techniques for Fast Exact Cross-Validation.
Yi-Cheng TsengYuh-Jye LeePublished in: ICDM (Poster and Industry Proceedings) (2011)
Keyphrases
- cross validation
- model selection
- hyperparameters
- support vector
- variable selection
- generalization error
- cross validated
- regression problems
- training set
- regularization parameter
- ls svm
- information criterion
- unseen data
- nearest neighbor classifiers
- machine learning
- leave one out cross validation
- active learning
- training data
- decision trees