Error rate estimation via cross-validation and learning curve theory.
A. VarfisL. CorletoPublished in: ESANN (1996)
Keyphrases
- error rate
- cross validation
- learning curve
- model selection
- learning curves
- error estimates
- test set
- support vector
- training set
- cross validated
- generalization error
- hyperparameters
- estimation error
- lower error rates
- noise level
- nearest neighbor classifiers
- misclassification rate
- case study
- unseen data
- equal error rate
- multi class
- software developers
- training error
- data processing
- object oriented
- false discovery rate