Keyphrases
- cross validation
- generalization error
- model selection
- error estimates
- support vector
- hyperparameters
- variable selection
- training set
- error rate
- regression problems
- unseen data
- nearest neighbor classifiers
- error estimation
- data mining
- regularization parameter
- cross validated
- maximum likelihood
- lower bound
- leave one out cross validation
- information criterion
- machine learning
- supervised learning
- nearest neighbor