Source-Aware Partitioning for Robust Cross-Validation.
Ozsel KilincIsmail UysalPublished in: ICMLA (2015)
Keyphrases
- cross validation
- model selection
- variable selection
- support vector
- generalization error
- hyperparameters
- training set
- cross validated
- error estimates
- regularization parameter
- regression problems
- ls svm
- unseen data
- leave one out cross validation
- learning algorithm
- nearest neighbor classifiers
- data sets
- upper bound
- feature extraction
- binary classifiers