One-Class versus Binary Classification: Which and When?
Colin BellingerShiven SharmaNathalie JapkowiczPublished in: ICMLA (2) (2012)
Keyphrases
- binary classification
- single class
- multi class
- support vector
- learning problems
- cost sensitive
- support vector machine
- multi label
- multi class classification
- generalization error
- prediction accuracy
- ensemble methods
- binary classifiers
- class imbalance
- decision trees
- neural network
- loss function
- higher order
- feature vectors
- lower bound
- image processing