An improved aggregated one-dependence estimator: On non-rigid cross validation.
Wanyu DengQinghua ZhengLin ChenPublished in: CSCWD (2008)
Keyphrases
- cross validation
- error estimates
- model selection
- error estimation
- support vector
- hyperparameters
- variable selection
- generalization error
- least squares
- training set
- cross validated
- maximum likelihood
- nearest neighbor classifiers
- regression problems
- ls svm
- unseen data
- training data
- machine learning
- information criterion
- motion estimation
- regularization parameter
- binary classifiers
- leave one out cross validation
- maximum a posteriori
- feature extraction