Distribution-balanced stratified cross-validation for accuracy estimation.
Xinchuan ZengTony R. MartinezPublished in: J. Exp. Theor. Artif. Intell. (2000)
Keyphrases
- cross validation
- model selection
- error estimates
- support vector
- leave one out cross validation
- training and test data
- unseen data
- training set
- variable selection
- hyperparameters
- cross validated
- generalization error
- roc analysis
- regression problems
- regularization parameter
- classification accuracy
- grid search
- error estimation
- ls svm
- error analysis
- learning algorithm
- correlation coefficient
- probability density function
- prediction accuracy
- feature selection