Multi-class ROC analysis from a multi-objective optimisation perspective.
Richard M. EversonJonathan E. FieldsendPublished in: Pattern Recognit. Lett. (2006)
Keyphrases
- multi class
- roc analysis
- multi objective optimisation
- cost sensitive
- misclassification costs
- class distribution
- receiver operating characteristic
- multi objective
- roc curve
- cross validation
- support vector machine
- base classifiers
- pairwise
- multi class classification
- multi objective optimization
- breast cancer
- class imbalance
- neural network
- nsga ii
- feature selection
- binary classification
- machine learning
- support vector
- evolutionary algorithm
- training set
- test set
- objective function
- model selection
- small number