Fast Cross-Validation.
Yong LiuHailun LinLizhong DingWeiping WangShizhong LiaoPublished in: IJCAI (2018)
Keyphrases
- cross validation
- model selection
- variable selection
- support vector
- cross validated
- training set
- hyperparameters
- generalization error
- regularization parameter
- information criterion
- nearest neighbor classifiers
- regression problems
- unseen data
- error estimates
- ls svm
- meta learning
- prediction model
- supervised learning
- probabilistic model
- active learning
- learning algorithm
- grid search
- database