Analysis of Variance of Cross-Validation Estimators of the Generalization Error.
Marianthi MarkatouHong TianShameek BiswasGeorge HripcsakPublished in: J. Mach. Learn. Res. (2005)
Keyphrases
- cross validation
- generalization error
- model selection
- cross validated
- unbiased estimator
- support vector
- hyperparameters
- variable selection
- training set
- supervised learning
- upper bound
- sample complexity
- leave one out cross validation
- learning algorithm
- active learning
- classification error
- regression problems
- error estimation
- binary classification
- learning machines
- training error
- training data
- conditional expectation
- support vector machine
- sample size