K-Fold Cross Validation for Error Rate Estimate in Support Vector Machines.
Davide AnguitaAlessandro GhioSandro RidellaDario SterpiPublished in: DMIN (2009)
Keyphrases
- error rate
- support vector
- learning machines
- estimation error
- test set
- large margin classifiers
- classification accuracy
- rule sets
- kernel function
- cross validation
- false discovery rate
- lower error rates
- misclassification rate
- equal error rate
- loss function
- support vector machine
- word error rate
- feature selection
- radial basis function
- generalization ability
- mobile devices
- feature extraction
- face recognition
- learning algorithm