Binary and multiclass imbalanced classification using multi-objective ant programming.
Juan Luis OlmoAlberto CanoJosé Raúl RomeroSebastián VenturaPublished in: ISDA (2012)
Keyphrases
- multi class
- binary classification problems
- binary classifiers
- multi class svms
- multi objective
- multiclass classification
- error correcting output codes
- single class
- support vector machine
- multiclass problems
- cost sensitive classification
- multi class classification
- binary classification
- multi class classifier
- multi class problems
- multiclass learning
- multiclass support vector machines
- cost sensitive
- multiple classes
- binary and multi class
- class imbalance
- feature selection
- multi class boosting
- pairwise
- evolutionary algorithm
- multi task
- kernel fisher
- multiclass svm
- decision trees
- classification accuracy
- misclassification costs
- classification error
- support vector machine svm
- svm classifier
- binary classification tasks
- base classifiers
- naive bayes
- perceptron algorithm
- training samples
- supervised learning
- cross validation
- multi label classification
- training set
- feature extraction
- classification algorithm
- neural network