Unsupervised stratification of cross-validation for accuracy estimation.
N. A. DiamantidisDimitris KarlisEmmanouel A. GiakoumakisPublished in: Artif. Intell. (2000)
Keyphrases
- cross validation
- model selection
- error estimates
- unseen data
- leave one out cross validation
- hyperparameters
- cross validated
- variable selection
- roc analysis
- regularization parameter
- training set
- generalization error
- support vector
- parameter estimation
- grid search
- error analysis
- regression problems
- prediction accuracy
- classification accuracy
- binary classifiers
- generalization ability
- information criterion