Test error bounds for classifiers: A survey of old and new results.
Davide AnguitaLuca GhelardoniAlessandro GhioSandro RidellaPublished in: FOCI (2011)
Keyphrases
- error bounds
- theoretical analysis
- worst case
- test data
- statistical tests
- training set
- support vector
- linear classifiers
- training samples
- classification systems
- naive bayes
- fold cross validation
- decision trees
- special case
- training data
- svm classifier
- feature selection
- neural network
- finite sample
- supervised classification
- logistic regression
- test cases
- test set
- feature set
- upper bound
- machine learning