Training Multiclass Classifiers by Maximizing the Volume Under the ROC Surface.
Stephan DreiseitlPublished in: EUROCAST (2007)
Keyphrases
- multi class
- multi class classifiers
- multiclass classification
- multiclass svm
- binary classifiers
- linear classifiers
- error correcting output codes
- class probabilities
- training set
- multinomial logistic regression
- support vector machine
- multiclass problems
- pairwise
- test set
- training samples
- multi class classifier
- binary classification problems
- feature selection
- training examples
- binary classification
- cost sensitive
- roc curve
- boosting algorithms
- multi class problems
- multi class classification
- binary classification tasks
- single class
- supervised learning
- training data
- multiclass learning
- support vector
- multiclass support vector machines
- training process
- feature set
- neural network
- perceptron algorithm
- multiple classes
- base classifiers
- ensemble learning
- receiver operating characteristic
- decision boundary