Efficient cross-validation of kernel fisher discriminant classifiers.
Gavin C. CawleyNicola L. C. TalbotPublished in: ESANN (2003)
Keyphrases
- cross validation
- support vector
- model selection
- training set
- unseen data
- nearest neighbor classifiers
- kernel fisher discriminant
- hyperparameters
- binary classifiers
- variable selection
- training data
- decision trees
- generalization error
- probabilistic model
- supervised learning
- high dimensional
- machine learning
- grid search
- data sets