Cross-Validation for Binary Classification by Real-Valued Functions: Theoretical Analysis.
Martin AnthonySean B. HoldenPublished in: COLT (1998)
Keyphrases
- cross validation
- binary classification
- theoretical analysis
- real valued functions
- generalization error
- sample complexity
- support vector
- model selection
- binary classifiers
- learning problems
- inductive inference
- training set
- vc dimension
- multi class
- support vector machine
- multi label
- prediction accuracy
- concept class
- ls svm
- concept classes
- class imbalance
- loss function
- pairwise
- feature selection
- cost sensitive
- ensemble methods
- data sets
- classification algorithm
- learning algorithm